Statistics and accepted paper list of ACL 2020 with arXiv link, inspired by ICCV-2019-Paper-Statistics and EMNLP-2019-Papers.
Contributing: Please feel free to make pull requests.
- 2kenize: Tying Subword Sequences for Chinese Script Conversion [arXiv]
- A Batch Normalized Inference Network Keeps the KL Vanishing Away [arXiv]
- A Call for More Rigor in Unsupervised Cross-lingual Learning [arXiv]
- A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks
- A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking
- A Corpus for Large-Scale Phonetic Typology
- A Formal Hierarchy of RNN Architectures [arXiv]
- A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization
- A Generative Model for Joint Natural Language Understanding and Generation
- A Girl Has A Name: Detecting Authorship Obfuscation [arXiv]
- A Graph Auto-encoder Model of Derivational Morphology
- A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Induction
- A Joint Model for Document Segmentation and Segment Labeling
- A Joint Neural Model for Information Extraction with Global Features
- A Methodology for Creating Question Answering Corpora Using Inverse Data Annotation [arXiv]
- A Mixture of h − 1 Heads is Better than h Heads [arXiv]
- A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages
- A Multitask Learning Approach for Diacritic Restoration
- A Novel Cascade Binary Tagging Framework for Relational Triple Extraction [arXiv]
- A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation
- A Prioritization Model for Suicidality Risk Assessment
- A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks [arXiv]
- A Reinforced Generation of Adversarial Examples for Neural Machine Translation [arXiv]
- A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction [arXiv]
- A Span-based Linearization for Constituent Trees [arXiv]
- A Study of Non-autoregressive Model for Sequence Generation [arXiv]
- A Systematic Assessment of Syntactic Generalization in Neural Language Models [arXiv]
- A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer’s Type [arXiv]
- A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical Structure [arXiv]
- A Unified MRC Framework for Named Entity Recognition [arXiv]
- Adaptive Compression of Word Embeddings
- Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation
- AdvAug: Robust Adversarial Augmentation for Neural Machine Translation
- Adversarial and Domain-Aware BERT for Cross-Domain Sentiment Analysis
- Adversarial NLI: A New Benchmark for Natural Language Understanding [arXiv]
- Agreement Prediction of Arguments in Cyber Argumentation for Detecting Stance Polarity and Intensity
- Aligned Dual Channel Graph Convolutional Network for Visual Question Answering
- Amalgamation of protein sequence, structure and textual information for improving protein-protein interaction identification
- AMR Parsing via Graph-Sequence Iterative Inference [arXiv]
- AMR Parsing with Latent Structural Information
- An analysis of the utility of explicit negative examples to improve the syntactic abilities of neural language models [arXiv]
- An Effective Transition-based Model for Discontinuous NER [arXiv]
- An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results
- An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering
- Analysing Lexical Semantic Change with Contextualised Word Representations
- Analyzing analytical methods: The case of phonology in neural models of spoken language [arXiv]
- Analyzing Political Parody in Social Media [arXiv]
- Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition [arXiv]
- Asking and Answering Questions to Evaluate the Factual Consistency of Summaries [arXiv]
- Aspect Sentiment Classification with Document-level Sentiment Preference Modeling
- ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations [arXiv]
- Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization
- Attentive Pooling with Learnable Norms for Text Representation
- Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics [arXiv]
- Automated Evaluation of Writing – 50 Years and Counting
- Automatic Detection of Generated Text is Easiest when Humans are Fooled [arXiv]
- Automatic Generation of Citation Texts in Scholarly Papers: A Pilot Study
- Automatic Poetry Generation from Prosaic Text
- BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps [arXiv]
- Balancing Objectives in Counseling Conversations: Advancing Forwards or Looking Backwards [arXiv]
- Balancing Training for Multilingual Neural Machine Translation [arXiv]
- BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension [arXiv]
- Benchmarking Multimodal Regex Synthesis with Complex Structures [arXiv]
- BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance [arXiv]
- Beyond Accuracy: Behavioral Testing of NLP Models with CheckList [arXiv]
- Beyond Possession Existence: Duration and Co-Possession
- Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation [arXiv]
- Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences
- Biomedical Entity Representations with Synonym Marginalization [arXiv]
- Bipartite Flat-Graph Network for Nested Named Entity Recognition [arXiv]
- BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection
- BLEURT: Learning Robust Metrics for Text Generation [arXiv]
- Boosting Neural Machine Translation with Similar Translations
- Bootstrapping Techniques for Polysynthetic Morphological Analysis [arXiv]
- BPE-Dropout: Simple and Effective Subword Regularization [arXiv]
- Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information
- Bridging Anaphora Resolution as Question Answering [arXiv]
- Bridging the Structural Gap Between Encoding and Decoding for Data-To-Text Generation
- Building a User-Generated Content North-African Arabizi Treebank: Tackling Hell
- Calibrating Structured Output Predictors for Natural Language Processing [arXiv]
- CamemBERT: a Tasty French Language Model [arXiv]
- Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction
- Can You Put it All Together: Evaluating Conversational Agents’ Ability to Blend Skills [arXiv]
- CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation [arXiv]
- ChartDialogs: Plotting from Natural Language Instructions
- CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of Modality
- Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data
- Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset [arXiv]
- CluBERT: A Cluster-Based Approach for Learning Sense Distributions in Multiple Languages
- CluHTM - Semantic Hierarchical Topic Modeling based on CluWords
- Code and Named Entity Recognition in StackOverflow [arXiv]
- CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning
- Compositionality and Generalization In Emergent Languages [arXiv]
- Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation [arXiv]
- Connecting Embeddings for Knowledge Graph Entity Typing
- Contextualized Weak Supervision for Text Classification
- Continual Relation Learning via Episodic Memory Activation and Reconsolidation
- Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation
- CorefQA: Coreference Resolution as Query-based Span Prediction [arXiv]
- Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation
- CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant [arXiv]
- Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus [arXiv]
- Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning
- Cross-Linguistic Syntactic Evaluation of Word Prediction Models [arXiv]
- Cross-media Structured Common Space for Multimedia Event Extraction [arXiv]
- Cross-modal Coherence Modeling for Caption Generation [arXiv]
- Cross-modal Language Generation using Pivot Stabilization for Web-scale Language Coverage [arXiv]
- Cross-Modality Relevance for Reasoning on Language and Vision [arXiv]
- Curriculum Learning for Natural Language Understanding
- Curriculum Pre-training for End-to-End Speech Translation [arXiv]
- Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight [arXiv]
- DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering [arXiv]
- Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting [arXiv]
- Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA [arXiv]
- Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification
- DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking [arXiv]
- Detecting Perceived Emotions in Hurricane Disasters [arXiv]
- Dialogue Coherence Assessment Without Explicit Dialogue Act Labels
- Dialogue-Based Relation Extraction [arXiv]
- Dice Loss for Data-imbalanced NLP Tasks [arXiv]
- Differentiable Window for Dynamic Local Attention
- Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event
- Discourse-Aware Neural Extractive Text Summarization [arXiv]
- Discrete Latent Variable Representations for Low-Resource Text Classification
- Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction [arXiv]
- Distilling Annotations via Active Imitation Learning
- Distilling Knowledge Learned in BERT for Text Generation [arXiv]
- Distinguish Confusing Law Articles for Legal Judgment Prediction [arXiv]
- Diverse and Informative Dialogue Generation with Context-Specific Commonsense Knowledge Awareness
- Diversifying Dialogue Generation with Non-Conversational Text [arXiv]
- Do Neural Language Models Show Preferences for Syntactic Formalisms? [arXiv]
- Do Neural Models Learn Systematicity of Monotonicity Inference in Natural Language? [arXiv]
- Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension [arXiv]
- Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain
- Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding [arXiv]
- Don’t Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training [arXiv]
- Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks [arXiv]
- DoQA - Accessing Domain-Specific FAQs via Conversational QA [arXiv]
- Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation [arXiv]
- DRTS Parsing with Structure-Aware Encoding and Decoding [arXiv]
- DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification [arXiv]
- Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog [arXiv]
- Dynamic Online Conversation Recommendation
- Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation [arXiv]
- ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction
- Effective Estimation of Deep Generative Language Models [arXiv]
- Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction
- Efficient Constituency Parsing by Pointing
- Efficient Dialogue State Tracking by Selectively Overwriting Memory [arXiv]
- Efficient Pairwise Annotation of Argument Quality
- Efficient Second-Order TreeCRF for Neural Dependency Parsing [arXiv]
- Emergence of Syntax Needs Minimal Supervision [arXiv]
- Emerging Cross-lingual Structure in Pretrained Language Models [arXiv]
- Empower Entity Set Expansion via Language Model Probing [arXiv]
- Empowering Active Learning to Jointly Optimize System and User Demands [arXiv]
- End-to-End Bias Mitigation by Modelling Biases in Corpora [arXiv]
- End-to-End Neural Pipeline for Goal-Oriented Dialogue Systems using GPT-2
- End-to-End Neural Word Alignment Outperforms GIZA++ [arXiv]
- Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension [arXiv]
- Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge
- ERASER: A Benchmark to Evaluate Rationalized NLP Models [arXiv]
- ESPRIT: Explaining Solutions to Physical Reasoning Tasks [arXiv]
- Estimating predictive uncertainty for rumour verification models [arXiv]
- Estimating the influence of auxiliary tasks for multi-task learning of sequence tagging tasks
- Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples
- Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior? [arXiv]
- Evaluating Explanation Methods for Neural Machine Translation [arXiv]
- Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder
- Exact yet Efficient Graph Parsing, Bi-directional Locality and the Constructivist Hypothesis
- Examining Citations of Natural Language Processing Literature [arXiv]
- Examining the State-of-the-Art in News Timeline Summarization [arXiv]
- Exclusive Hierarchical Decoding for Deep Keyphrase Generation [arXiv]
- Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen [arXiv]
- Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions [arXiv]
- Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading [arXiv]
- Explicit Semantic Decomposition for Definition Generation
- Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach [arXiv]
- Exploiting the Syntax-Model Consistency for Neural Relation Extraction
- Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer [arXiv]
- Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing
- Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tagging, and Joint Modeling Approaches [arXiv]
- Extractive Summarization as Text Matching [arXiv]
- Facet-Aware Evaluation for Extractive Summarization [arXiv]
- Fact-based Text Editing
- Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning [arXiv]
- Fast and Accurate Non-Projective Dependency Tree Linearization
- FastBERT: a Self-distilling BERT with Adaptive Inference Time [arXiv]
- Feature Projection for Improved Text Classification
- FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization [arXiv]
- Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network
- Finding Universal Grammatical Relations in Multilingual BERT [arXiv]
- Fine-Grained Analysis of Cross-Linguistic Syntactic Divergences [arXiv]
- Fine-grained Fact Verification with Kernel Graph Attention Network [arXiv]
- Fine-grained Interest Matching for Neural News Recommendation
- Fluent Response Generation for Conversational Question Answering [arXiv]
- From Arguments to Key Points: Towards Automatic Argument Summarization [arXiv]
- From English to Code-Switching: Transfer Learning with Strong Morphological Clues [arXiv]
- From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? [arXiv]
- From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains
- Frugal Paradigm Completion
- Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response Detection [arXiv]
- GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media [arXiv]
- Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer [arXiv]
- Gender Gap in Natural Language Processing Research: Disparities in Authorship and Citations
- Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus
- Generalized Entropy Regularization or: There’s Nothing Special about Label Smoothing [arXiv]
- Generalizing Natural Language Analysis through Span-relation Representations [arXiv]
- Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation [arXiv]
- Generating Counter Narratives against Online Hate Speech: Data and Strategies [arXiv]
- Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs
- Generating Fact Checking Explanations [arXiv]
- Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection [arXiv]
- Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy
- Generative Semantic Hashing Enhanced via Boltzmann Machines
- GLUECoS: An Evaluation Benchmark for Code-Switched NLP [arXiv]
- GoEmotions: A Dataset of Fine-Grained Emotions [arXiv]
- Good-Enough Compositional Data Augmentation [arXiv]
- Graph Neural News Recommendation with Unsupervised Preference Disentanglement
- Graph-to-Tree Learning for Solving Math Word Problems
- Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs [arXiv]
- Grounding Conversations with Improvised Dialogues [arXiv]
- Guiding Variational Response Generator to Exploit Persona [arXiv]
- Handling Rare Entities for Neural Sequence Labeling
- Hard-Coded Gaussian Attention for Neural Machine Translation [arXiv]
- Harnessing the linguistic signal to predict scalar inferences [arXiv]
- Harvesting and Refining Question-Answer Pairs for Unsupervised QA [arXiv]
- HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
- He said “who’s gonna take care of your children when you are at ACL?”: Reported Sexist Acts are Not Sexist
- Heterogeneous Graph Neural Networks for Extractive Document Summarization [arXiv]
- Heterogeneous Graph Transformer for Graph-to-Sequence Learning [arXiv]
- Hierarchical Entity Typing via Multi-level Learning to Rank [arXiv]
- Hierarchical Modeling for User Personality Prediction: The Role of Message-Level Attention
- Hierarchy-Aware Global Model for Hierarchical Text Classification
- Highway Transformer: Self-Gating Enhanced Self-Attentive Networks [arXiv]
- Hiring Now: A Skill-Aware Multi-Attention Model for Job Posting Generation
- History for Visual Dialog: Do we really need it? [arXiv]
- Hooks in the Headline: Learning to Generate Headlines with Controlled Styles [arXiv]
- How Accents Confound: Probing for Accent Information in End-to-End Speech Recognition Systems
- How does BERT’s attention change when you fine-tune? An analysis methodology and a case study in negation scope
- How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence [arXiv]
- How Does Selective Mechanism Improve Self-Attention Networks? [arXiv]
- How to Ask Good Questions? Try to Leverage Paraphrases
- Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?
- Hyperbolic Capsule Networks for Multi-Label Classification
- HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding
- Image-Chat: Engaging Grounded Conversations [arXiv]
- IMoJIE: Iterative Memory-Based Joint Open Information Extraction [arXiv]
- Improved Natural Language Generation via Loss Truncation [arXiv]
- Improving Adversarial Text Generation by Modeling the Distant Future [arXiv]
- Improving Chinese Word Segmentation with Wordhood Memory Networks
- Improving Disentangled Text Representation Learning with Information-Theoretic Guidance
- Improving Disfluency Detection by Self-Training a Self-Attentive Model [arXiv]
- Improving Event Detection via Open-domain Trigger Knowledge
- Improving Image Captioning Evaluation by Considering Inter References Variance
- Improving Image Captioning with Better Use of Caption
- Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation [arXiv]
- Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
- Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer
- Improving Neural Machine Translation with Soft Template Prediction
- Improving Segmentation for Technical Support Problems [arXiv]
- Improving Transformer Models by Reordering their Sublayers [arXiv]
- Improving Truthfulness of Headline Generation [arXiv]
- In Layman’s Terms: Semi-Open Relation Extraction from Scientific Texts [arXiv]
- In Neural Machine Translation, What Does Transfer Learning Transfer?
- Inflecting when there’s no majority: Limitations of encoder-decoder neural networks as cognitive models for German plurals [arXiv]
- Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models [arXiv]
- Information-Theoretic Probing for Linguistic Structure [arXiv]
- INFOTABS: Inference on Tables as Semi-structured Data
- Injecting Numerical Reasoning Skills into Language Models [arXiv]
- INSET: Sentence Infilling with INter-SEntential Transformer
- Integrating Multimodal Information in Large Pretrained Transformers
- Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy Detection [arXiv]
- Interactive Classification by Asking Informative Questions [arXiv]
- Interactive Construction of User-Centric Dictionary for Text Analytics
- Interactive Machine Comprehension with Information Seeking Agents [arXiv]
- Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? [arXiv]
- Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings
- Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions
- Investigating Word-Class Distributions in Word Vector Spaces
- iSarcasm: A Dataset of Intended Sarcasm [arXiv]
- It Takes Two to Lie: One to Lie, and One to Listen
- It’s Morphin’ Time! Combating Linguistic Discrimination with Inflectional Perturbations [arXiv]
- Iterative Edit-Based Unsupervised Sentence Simplification
- Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge
- Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological Tagging [arXiv]
- Joint Modelling of Emotion and Abusive Language Detection
- Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization
- Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation
- KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation [arXiv]
- KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis [arXiv]
- KLEJ: Comprehensive Benchmark for Polish Language Understanding [arXiv]
- Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation [arXiv]
- Knowledge Graph Embedding Compression
- Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward [arXiv]
- Language (Re)modelling: Towards Embodied Language Understanding [arXiv]
- Language (technology) is power: The need to be explicit about NLP harms
- Language Models as an Alternative Evaluator of Word Order Hypotheses: A Case Study in Japanese [arXiv]
- Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions
- Large Scale Multi-Actor Generative Dialog Modeling [arXiv]
- Learning a Multi-Domain Curriculum for Neural Machine Translation [arXiv]
- Learning and Evaluating Emotion Lexicons for 91 Languages [arXiv]
- Learning Architectures from an Extended Search Space for Language Modeling [arXiv]
- Learning Constraints for Structured Prediction Using Rectifier Networks
- Learning Dialog Policies from Weak Demonstrations [arXiv]
- Learning Efficient Dialogue Policy from Demonstrations through Shaping
- Learning Interpretable Relationships between Entities, Relations and Concepts via Bayesian Structure Learning on Open Domain Facts
- Learning Source Phrase Representations for Neural Machine Translation [arXiv]
- Learning to Ask More: Semi-Autoregressive Sequential Question Generation under Dual-Graph Interaction
- Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling [arXiv]
- Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks [arXiv]
- Learning to Deceive with Attention-Based Explanations [arXiv]
- Learning to execute instructions in a Minecraft dialogue
- Learning to Faithfully Rationalize by Construction [arXiv]
- Learning to Identify Follow-Up Questions in Conversational Question Answering
- Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation
- Learning to Segment Actions from Observation and Narration [arXiv]
- Learning to Update Natural Language Comments Based on Code Changes [arXiv]
- Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context
- Leveraging Graph to Improve Abstractive Multi-Document Summarization [arXiv]
- Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks
- Location Attention for Extrapolation to Longer Sequences [arXiv]
- Logical Natural Language Generation from Open-Domain Tables [arXiv]
- LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network [arXiv]
- Low-Dimensional Hyperbolic Knowledge Graph Embeddings [arXiv]
- Low-Resource Generation of Multi-hop Reasoning Questions
- Machine Reading of Historical Events
- Mapping Natural Language Instructions to Mobile UI Action Sequences [arXiv]
- MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning [arXiv]
- Masked Language Model Scoring [arXiv]
- MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization [arXiv]
- Max-Margin Incremental CCG Parsing
- Measuring Forecasting Skill from Text
- Meta-Reinforced Multi-Domain State Generator for Dialogue Systems
- MIE: A Medical Information Extractor towards Medical Dialogues
- Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance [arXiv]
- MIND: A Large-scale Dataset for News Recommendation
- MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification [arXiv]
- MLQA: Evaluating Cross-lingual Extractive Question Answering [arXiv]
- MMPE: A Multi-Modal Interface for Post-Editing Machine Translation
- MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices [arXiv]
- Modeling Code-Switch Languages Using Bilingual Parallel Corpus
- Modeling Morphological Typology for Unsupervised Learning of Language Morphology
- Modelling Context and Syntactical Features for Aspect-based Sentiment Analysis
- More Diverse Dialogue Datasets via Diversity-Informed Data Collection
- Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encoders [arXiv]
- Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning [arXiv]
- Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition [arXiv]
- Multi-Cell Compositional LSTM for NER Domain Adaptation
- Multidirectional Associative Optimization of Function-Specific Word Representations [arXiv]
- Multi-Domain Dialogue Acts and Response Co-Generation [arXiv]
- Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference
- Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain Mixing [arXiv]
- Multi-Granularity Interaction Network for Extractive and Abstractive Multi-Document Summarization
- Multi-Hypothesis Machine Translation Evaluation
- Multi-Label and Multilingual News Framing Analysis
- Multimodal Neural Graph Memory Networks for Visual Question Answering
- MultiQT: Multimodal learning for real-time question tracking in speech [arXiv]
- Multiscale Collaborative Deep Models for Neural Machine Translation [arXiv]
- Multi-Sentence Argument Linking [arXiv]
- Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering
- MuTual: A Dataset for Multi-Turn Dialogue Reasoning [arXiv]
- Named Entity Recognition without Labelled Data: A Weak Supervision Approach [arXiv]
- NAT: Noise-Aware Training for Robust Neural Sequence Labeling [arXiv]
- Negative Training for Neural Dialogue Response Generation [arXiv]
- Neighborhood Matching Network for Entity Alignment [arXiv]
- NeuInfer: Knowledge Inference on N-ary Facts
- Neural CRF Model for Sentence Alignment in Text Simplification [arXiv]
- Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence [arXiv]
- Neural Generation of Dialogue Response Timings [arXiv]
- Neural Mixed Counting Models for Dispersed Topic Discovery
- Neural Reranking for Dependency Parsing: An Evaluation
- Neural Syntactic Preordering for Controlled Paraphrase Generation [arXiv]
- Neural Topic Modeling with Bidirectional Adversarial Training [arXiv]
- NILE : Natural Language Inference with Faithful Natural Language Explanations [arXiv]
- Norm-Based Curriculum Learning for Neural Machine Translation [arXiv]
- Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses [arXiv]
- Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection [arXiv]
- Obtaining Faithful Interpretations from Compositional Neural Networks [arXiv]
- On Faithfulness and Factuality in Abstractive Summarization [arXiv]
- On the Cross-lingual Transferability of Monolingual Representations [arXiv]
- On the Encoder-Decoder Incompatibility in Variational Text Modeling and Beyond [arXiv]
- On The Evaluation of Machine Translation SystemsTrained With Back-Translation [arXiv]
- On the Inference Calibration of Neural Machine Translation [arXiv]
- On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation [arXiv]
- On the Robustness of Language Encoders against Grammatical Errors [arXiv]
- One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases [arXiv]
- Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports [arXiv]
- Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding [arXiv]
- Out of the Echo Chamber: Detecting Countering Debate Speeches [arXiv]
- ParaCrawl: Web-Scale Acquisition of Parallel Corpora
- Parallel Corpus Filtering via Pre-trained Language Models [arXiv]
- Paraphrase Augmented Task-Oriented Dialog Generation [arXiv]
- Paraphrase Generation by Learning How to Edit from Samples
- Parsing into Variable-in-situ Logico-Semantic Graphs
- Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT [arXiv]
- PeTra: A Sparsely Supervised Memory Model for People Tracking [arXiv]
- Phone Features Improve Speech Translation
- Phonetic and Visual Priors for Decipherment of Informal Romanization [arXiv]
- PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable [arXiv]
- Politeness Transfer: A Tag and Generate Approach
- Posterior Control of Blackbox Generation [arXiv]
- Predicting Declension Class from Form and Meaning [arXiv]
- Predicting Depression in Screening Interviews from Latent Categorization of Interview Prompts
- Predicting Performance for Natural Language Processing Tasks [arXiv]
- Predicting the Focus of Negation: Model and Error Analysis
- Predicting the Growth of Morphological Families from Social and Linguistic Factors
- Predicting the Topical Stance and Political Leaning of Media using Tweets
- Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview [arXiv]
- Premise Selection in Natural Language Mathematical Texts
- Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders [arXiv]
- Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning [arXiv]
- Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models [arXiv]
- Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering [arXiv]
- Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order [arXiv]
- Probing for referential information in language models
- Probing Linguistic Features of Sentence-Level Representations in Relation Extraction [arXiv]
- Probing Linguistic Systematicity [arXiv]
- Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding
- PuzzLing Machines: A Challenge on Learning From Small Data [arXiv]
- Pyramid: A Layered Model for Nested Named Entity Recognition
- QuASE: Question-Answer Driven Sentence Encoding [arXiv]
- R^3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge [arXiv]
- Rationalizing Medical Relation Prediction from Corpus-level Statistics [arXiv]
- Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport [arXiv]
- RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers [arXiv]
- Reasoning Over Semantic-Level Graph for Fact Checking [arXiv]
- Reasoning with Latent Structure Refinement for Document-Level Relation Extraction [arXiv]
- Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic Association
- (Re)construing Meaning in NLP [arXiv]
- Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension [arXiv]
- Recurrent Neural Network Language Models Always Learn English-Like Relative Clause Attachment
- Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem [arXiv]
- Refer360° : A Referring Expression Recognition Dataset in 360° Images
- ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding
- Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents [arXiv]
- Relational Graph Attention Network for Aspect-based Sentiment Analysis [arXiv]
- Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis
- Representation Learning for Information Extraction from Form-like Documents
- Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation [arXiv]
- Rethinking Dialogue State Tracking with Reasoning [arXiv]
- Review-based Question Generation with Adaptive Instance Transfer and Augmentation [arXiv]
- Revisiting the Context Window for Cross-lingual Word Embeddings [arXiv]
- Rigid Formats Controlled Text Generation [arXiv]
- RikiNet: Reading Wikipedia Pages for Natural Question Answering [arXiv]
- Robust Encodings: A Framework for Combating Adversarial Typos [arXiv]
- Roles and Utilization of Attention Heads in Transformer-based Neural Language Models
- S2ORC: The Semantic Scholar Open Research Corpus [arXiv]
- SAS: Dialogue State Tracking via Slot Attention and Slot Information Sharing
- SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations [arXiv]
- schuBERT: Optimizing Elements of BERT [arXiv]
- SciREX: A Challenge Dataset for Document-Level Information Extraction [arXiv]
- Screenplay Summarization Using Latent Narrative Structure [arXiv]
- ScriptWriter: Narrative-Guided Script Generation [arXiv]
- SEEK: Segmented Embedding of Knowledge Graphs [arXiv]
- Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation [arXiv]
- Selective Question Answering under Domain Shift
- Semantic Graphs for Generating Deep Questions [arXiv]
- Semantic Parsing for English as a Second Language
- Semantic Scaffolds for Pseudocode-to-Code Generation [arXiv]
- Semi-supervised Contextual Historical Text Normalization
- Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation [arXiv]
- Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders
- SenseBERT: Driving Some Sense into BERT [arXiv]
- SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics [arXiv]
- Sentiment and Emotion help Sarcasm? A Multi-task Learning Framework for Multi-Modal Sarcasm, Sentiment and Emotion Analysis
- SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling
- Should All Cross-Lingual Embeddings Speak English?
- Similarity Analysis of Contextual Word Representation Models [arXiv]
- Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora
- Simplify the Usage of Lexicon in Chinese NER [arXiv]
- SimulSpeech: End-to-End Simultaneous Speech to Text Translation
- Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language [arXiv]
- SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis [arXiv]
- Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network
- SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization [arXiv]
- Social Bias Frames: Reasoning about Social and Power Implications of Language [arXiv]
- Sources of Transfer in Multilingual Named Entity Recognition [arXiv]
- Span Selection Pre-training for Question Answering [arXiv]
- Span-based Localizing Network for Natural Language Video Localization [arXiv]
- SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms Extraction
- Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback [arXiv]
- Speaker Sensitive Response Evaluation Model
- Speakers enhance contextually confusable words
- SPECTER: Document-level Representation Learning using Citation-informed Transformers [arXiv]
- Speech Translation and the End-to-End Promise: Taking Stock of Where We Are [arXiv]
- SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check [arXiv]
- Spelling Error Correction with Soft-Masked BERT [arXiv]
- Spying on your neighbors: Fine-grained probing of contextual embeddings for information about surrounding words [arXiv]
- STARC: Structured Annotations for Reading Comprehension [arXiv]
- Stock Embeddings Acquired from News Articles and Price History, and an Application to Portfolio Optimization
- Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset
- Structural Information Preserving for Graph-to-Text Generation
- Structured Tuning for Semantic Role Labeling [arXiv]
- Structure-Level Knowledge Distillation For Multilingual Sequence Labeling [arXiv]
- Suspense in Short Stories is Predicted By Uncertainty Reduction over Neural Story Representation [arXiv]
- Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction
- Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation [arXiv]
- Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks
- TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data [arXiv]
- TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task [arXiv]
- TAG : Type Auxiliary Guiding for Code Comment Generation [arXiv]
- Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics
- TaPas: Weakly Supervised Table Parsing via Pre-training [arXiv]
- Target Inference in Argument Conclusion Generation
- Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer
- Tchebycheff Procedure for Multi-task Text Classification
- Temporal Common Sense Acquisition with Minimal Supervision [arXiv]
- Temporally-Informed Analysis of Named Entity Recognition
- Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates [arXiv]
- Text-Based Ideal Points [arXiv]
- That is a Known Lie: Detecting Previously Fact-Checked Claims [arXiv]
- “The Boating Store Had Its Best Sail Ever”: Pronunciation-attentive Contextualized Pun Recognition [arXiv]
- The Cascade Transformer: an Application for Efficient Answer Sentence Selection [arXiv]
- The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents [arXiv]
- The Paradigm Discovery Problem [arXiv]
- The Right Tool for the Job: Matching Model and Instance Complexities [arXiv]
- The Sensitivity of Language Models and Humans to Winograd Schema Perturbations [arXiv]
- The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain
- The State and Fate of Linguistic Diversity and Inclusion in the NLP World [arXiv]
- The Summary Loop: Learning to Write Abstractive Summaries Without Examples
- The TechQA Dataset [arXiv]
- The Unstoppable Rise of Computational Linguistics in Deep Learning [arXiv]
- To Boldly Query What No One Has Annotated Before? The Frontiers of Corpus Querying
- To Test Machine Comprehension, Start by Defining Comprehension [arXiv]
- Toward Gender-Inclusive Coreference Resolution [arXiv]
- Towards Conversational Recommendation over Multi-Type Dialogs [arXiv]
- Towards Debiasing Sentence Representations
- Towards Emotion-aided Multi-modal Dialogue Act Classification
- Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints [arXiv]
- Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation
- Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs
- Towards Robustifying NLI Models Against Lexical Dataset Biases [arXiv]
- Towards Transparent and Explainable Attention Models [arXiv]
- Towards Understanding Gender Bias in Relation Extraction [arXiv]
- Towards Unsupervised Language Understanding and Generation by Joint Dual Learning [arXiv]
- Toxicity Detection: Does Context Really Matter?
- Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction
- Transition-based Semantic Dependency Parsing with Pointer Networks [arXiv]
- Translationese as a Language in “Multilingual” NMT [arXiv]
- TransS-Driven Joint Learning Architecture for Implicit Discourse Relation Recognition
- TVQA+: Spatio-Temporal Grounding for Video Question Answering [arXiv]
- TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories [arXiv]
- Uncertainty-Aware Curriculum Learning for Neural Machine Translation [arXiv]
- Understanding Attention for Text Classification
- Understanding the Language of Political Agreement and Disagreement in Legislative Texts
- Universal Decompositional Semantic Parsing [arXiv]
- Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification
- Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering [arXiv]
- Unsupervised Cross-lingual Representation Learning at Scale [arXiv]
- Unsupervised Domain Clusters in Pretrained Language Models [arXiv]
- Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing [arXiv]
- Unsupervised Morphological Paradigm Completion [arXiv]
- Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting [arXiv]
- Unsupervised Opinion Summarization as Copycat-Review Generation [arXiv]
- Unsupervised Opinion Summarization with Noising and Denoising [arXiv]
- Unsupervised Paraphrasing by Simulated Annealing [arXiv]
- USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation [arXiv]
- Weight Poisoning Attacks on Pretrained Models [arXiv]
- What are the Goals of Distributional Semantics? [arXiv]
- What determines the order of adjectives in English? Comparing efficiency-based theories using dependency treebanks
- What Question Answering can Learn from Trivia Nerds [arXiv]
- What Was Written vs. Who Read It: News Media Profiling Using Text Analysis and Social Media Context [arXiv]
- When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? [arXiv]
- “Who said it, and Why?” Provenance for Natural Language Claims
- WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge [arXiv]
- Word-level Textual Adversarial Attacking as Combinatorial Optimization [arXiv]
- XtremeDistil: Multi-stage Distillation for Massive Multilingual Models [arXiv]
- You Impress Me: Dialogue Generation via Mutual Persona Perception [arXiv]
- Zero-shot Text Classification via Reinforced Self-training
- Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking
- ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages [arXiv]
- A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic Oracle
- A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers
- A Frame-based Sentence Representation for Machine Reading Comprehension
- A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal [arXiv]
- A Multi-Perspective Architecture for Semantic Code Search
- A negative case analysis of visual grounding methods for VQA [arXiv]
- A Probabilistic Generative Model for Typographical Analysis of Early Modern Printing [arXiv]
- A Re-evaluation of Knowledge Graph Completion Methods [arXiv]
- A Relational Memory-based Embedding Model for Triple Classification and Search Personalization [arXiv]
- A Relaxed Matching Procedure for Unsupervised BLI
- A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation
- A Simple and Effective Unified Encoder for Document-Level Machine Translation
- A Tale of a Probe and a Parser [arXiv]
- A Three-Parameter Rank-Frequency Relation in Natural Languages
- A Transformer-based Approach for Source Code Summarization [arXiv]
- A Two-Stage Masked LM Method for Term Set Expansion [arXiv]
- A Two-Step Approach for Implicit Event Argument Detection
- Active Learning for Coreference Resolution using Discrete Annotation [arXiv]
- An Empirical Comparison of Unsupervised Constituency Parsing Methods
- Analyzing the Persuasive Effect of Style in News Editorial Argumentation
- Are we Estimating or Guesstimating Translation Quality?
- Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization [arXiv]
- Autoencoding Keyword Correlation Graph for Document Clustering
- Automated Topical Component Extraction Using Neural Network Attention Scores from Source-based Essay Scoring
- Automatic Machine Translation Evaluation using Source Language Inputs and Cross-lingual Language Model
- Bayesian Hierarchical Words Representation Learning [arXiv]
- Benefits of Intermediate Annotations in Reading Comprehension
- Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning
- Character-Level Translation with Self-attention [arXiv]
- ClarQ: A large-scale and diverse dataset for Clarification Question Generation
- Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction
- Clinical Concept Linking with Contextualized Neural Representations
- Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain [arXiv]
- Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling [arXiv]
- Code-switching patterns can be an effective route to improve performance of downstream NLP applications: A case study of humour, sarcasm and hate speech detection [arXiv]
- Composing Elementary Discourse Units in Abstractive Summarization
- Content Word Aware Neural Machine Translation
- Contextual Embeddings: When Are They Worth It? [arXiv]
- Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns [arXiv]
- Contextualized Sparse Representations for Real-Time Open-Domain Question Answering [arXiv]
- Contextualizing Hate Speech Classifiers with Post-hoc Explanation [arXiv]
- Contrastive Self-Supervised Learning for Commonsense Reasoning [arXiv]
- Controlled Crowdsourcing for High-Quality QA-SRL Annotation [arXiv]
- Conversational Word Embedding for Retrieval-Based Dialog System [arXiv]
- Crawling and Preprocessing Mailing Lists At Scale for Dialog Analysis
- Crossing Variational Autoencoders for Answer Retrieval [arXiv]
- DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference [arXiv]
- Designing Precise and Robust Dialogue Response Evaluators [arXiv]
- Dialogue State Tracking with Explicit Slot Connection Modeling
- Do Transformers Need Deep Long-Range Memory?
- Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods
- Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation [arXiv]
- Don’t Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction
- Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing
- Dynamic Memory Induction Networks for Few-Shot Text Classification [arXiv]
- Dynamic Sampling Strategies for Multi-Task Reading Comprehension
- Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change [arXiv]
- Efficient strategies for hierarchical text classification: external knowledge and auxiliary tasks [arXiv]
- Embarrassingly Simple Unsupervised Aspect Extraction [arXiv]
- Enabling Language Models to Fill in the Blanks [arXiv]
- Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction [arXiv]
- ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation [arXiv]
- Enhancing Machine Translation with Dependency-Aware Self-Attention [arXiv]
- Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention [arXiv]
- Enriched In-Order Linearization for Faster Sequence-to-Sequence Constituent Parsing [arXiv]
- Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification
- Estimating Mutual Information Between Dense Word Embeddings
- Evaluating Dialogue Generation Systems via Response Selection [arXiv]
- Evaluating Robustness to Input Perturbations for Neural Machine Translation [arXiv]
- Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks [arXiv]
- ExpBERT: Representation Engineering with Natural Language Explanations [arXiv]
- Exploiting Personal Characteristics of Debaters for Predicting Persuasiveness
- Exploring Content Selection in Summarization of Novel Chapters [arXiv]
- Fact-based Content Weighting for Evaluating Abstractive Summarisation
- Fatality Killed the Cat or: BabelPic, a Multimodal Dataset for Non-Concrete Concepts
- Few-Shot NLG with Pre-Trained Language Model [arXiv]
- FLAT: Chinese NER Using Flat-Lattice Transformer [arXiv]
- GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples
- Geometry-aware domain adaptation for unsupervised alignment of word embeddings [arXiv]
- Give Me Convenience and Give Her Death: Who Should Decide What Uses of NLP are Appropriate, and on What Basis? [arXiv]
- Glyph2Vec: Learning Chinese Out-of-Vocabulary Word Embedding from Glyphs
- GPT-too: A language-model-first approach for AMR-to-text generation [arXiv]
- How Can We Accelerate Progress Towards Human-like Linguistic Generalization? [arXiv]
- Hypernymy Detection for Low-Resource Languages via Meta Learning
- Identifying Principals and Accessories in a Complex Case based on the Comprehension of Fact Description
- Implicit Discourse Relation Classification: We Need to Talk about Evaluation
- Improved Speech Representations with Multi-Target Autoregressive Predictive Coding [arXiv]
- Improving Entity Linking through Semantic Reinforced Entity Embeddings
- Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling
- Improving Non-autoregressive Neural Machine Translation with Monolingual Data [arXiv]
- Incorporating External Knowledge through Pre-training for Natural Language to Code Generation [arXiv]
- Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition [arXiv]
- Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder
- Interpreting Twitter User Geolocation
- Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds [arXiv]
- It’s Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information [arXiv]
- Keyphrase Generation for Scientific Document Retrieval
- Knowledge Supports Visual Language Grounding: A Case Study on Colour Terms
- Language-aware Interlingua for Multilingual Neural Machine Translation
- Learning an Unreferenced Metric for Online Dialogue Evaluation [arXiv]
- Learning Implicit Text Generation via Feature Matching [arXiv]
- Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment
- Learning Robust Models for e-Commerce Product Search [arXiv]
- Learning Spoken Language Representations with Neural Lattice Language Modeling
- Learning to Tag OOV Tokens by Integrating Contextual Representation and Background Knowledge
- Learning to Understand Child-directed and Adult-directed Speech [arXiv]
- Let Me Choose: From Verbal Context to Font Selection [arXiv]
- Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation [arXiv]
- Lexically Constrained Neural Machine Translation with Levenshtein Transformer [arXiv]
- Lipschitz Constrained Parameter Initialization for Deep Transformers [arXiv]
- Logic-Guided Data Augmentation and Regularization for Consistent Question Answering [arXiv]
- Low Resource Sequence Tagging using Sentence Reconstruction
- Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations [arXiv]
- Masking Actor Information Leads to Fairer Political Claims Detection
- Meta-Transfer Learning for Code-Switched Speech Recognition [arXiv]
- Mitigating Gender Bias Amplification in Distribution by Posterior Regularization [arXiv]
- Modeling Label Semantics for Predicting Emotional Reactions
- Modeling Long Context for Task-Oriented Dialogue State Generation [arXiv]
- Modeling Word Formation in English–German Neural Machine Translation
- MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs
- Multimodal and Multiresolution Speech Recognition with Transformers
- Multimodal Quality Estimation for Machine Translation
- Multimodal Transformer for Multimodal Machine Translation
- Named Entity Recognition as Dependency Parsing [arXiv]
- Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly [arXiv]
- Neural Graph Matching Networks for Chinese Short Text Matching
- Neural Temporal Opinion Modelling for Opinion Prediction on Twitter [arXiv]
- Neural-DINF: A Neural Network based Framework for Measuring Document Influence
- Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces
- “None of the Above”: Measure Uncertainty in Dialog Response Retrieval [arXiv]
- On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation [arXiv]
- On Forgetting to Cite Older Papers: An Analysis of the ACL Anthology
- On Importance Sampling-Based Evaluation of Latent Language Models
- On the Importance of Diversity in Question Generation for QA
- On the Spontaneous Emergence of Discrete and Compositional Signals [arXiv]
- OpinionDigest: A Simple Framework for Opinion Summarization [arXiv]
- Opportunistic Decoding with Timely Correction for Simultaneous Translation [arXiv]
- Overestimation of Syntactic Representation in Neural Language Models [arXiv]
- Parallel Data Augmentation for Formality Style Transfer [arXiv]
- Parallel Sentence Mining by Constrained Decoding
- Posterior Calibrated Training on Sentence Classification Tasks [arXiv]
- Predicting Degrees of Technicality in Automatic Terminology Extraction
- Pretrained Transformers Improve Out-of-Distribution Robustness [arXiv]
- Quantifying Attention Flow in Transformers [arXiv]
- Query Graph Generation for Answering Multi-hop Complex Questions from Knowledge Bases
- R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason [arXiv]
- Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models
- Recursive Template-based Frame Generation for Task Oriented Dialog
- Regularized Context Gates on Transformer for Machine Translation [arXiv]
- Relation Extraction with Explanation
- Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs [arXiv]
- Returning the N to NLP: Towards Contextually Personalized Classification Models
- Reverse Engineering Configurations of Neural Text Generation Models [arXiv]
- Revisiting Higher-Order Dependency Parsers
- Revisiting Unsupervised Relation Extraction [arXiv]
- SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions
- Self-Attention Guided Copy Mechanism for Abstractive Summarization
- Self-Attention with Cross-Lingual Position Representation [arXiv]
- Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity [arXiv]
- Shape of synth to come: Why we should use synthetic data for English surface realization
- Shaping Visual Representations with Language for Few-Shot Classification [arXiv]
- Showing Your Work Doesn’t Always Work [arXiv]
- Simple and Effective Retrieve-Edit-Rerank Text Generation
- Simultaneous Translation Policies: From Fixed to Adaptive [arXiv]
- Single Model Ensemble using Pseudo-Tags and Distinct Vectors [arXiv]
- Smart To-Do: Automatic Generation of To-Do Items from Emails
- Social Biases in NLP Models as Barriers for Persons with Disabilities [arXiv]
- Soft Gazetteers for Low-Resource Named Entity Recognition [arXiv]
- Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations [arXiv]
- Stolen Probability: A Structural Weakness of Neural Language Models [arXiv]
- Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture [arXiv]
- SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization [arXiv]
- Supervised Grapheme-to-Phoneme Conversion of Orthographic Schwas in Hindi and Punjabi [arXiv]
- Syntactic Data Augmentation Increases Robustness to Inference Heuristics [arXiv]
- Tagged Back-translation Revisited: Why Does It Really Work?
- tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection
- Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering [arXiv]
- Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference [arXiv]
- Text Classification with Negative Supervision
- To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks
- Topological Sort for Sentence Ordering [arXiv]
- Toward Better Storylines with Sentence-Level Language Models [arXiv]
- Towards Better Non-Tree Argument Mining: Proposition-Level Biaffine Parsing with Task-Specific Parameterization
- Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations
- Towards Faithfully Interpretable NLP Systems: How should we define and evaluate faithfulness? [arXiv]
- Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation [arXiv]
- Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering [arXiv]
- Treebank Embedding Vectors for Out-of-domain Dependency Parsing [arXiv]
- Tree-Structured Neural Topic Model
- TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition [arXiv]
- Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data [arXiv]
- Uncertain Natural Language Inference [arXiv]
- Understanding Advertisements with BERT
- Unsupervised FAQ Retrieval with Question Generation and BERT
- Using Context in Neural Machine Translation Training Objectives [arXiv]
- Variational Neural Machine Translation with Normalizing Flows
- Verbal Multiword Expressions for Identification of Metaphor
- Video-Grounded Dialogues with Pretrained Generation Language Models
- What Does BERT with Vision Look At?
- What is Learned in Visually Grounded Neural Syntax Acquisition [arXiv]
- Why Overfitting Isn’t Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries [arXiv]
- Will-They-Won’t-They: A Very Large Dataset for Stance Detection on Twitter [arXiv]
- Words aren’t enough, their order matters: On the Robustness of Grounding Visual Referring Expressions [arXiv]
- Worse WER, but Better BLEU? Leveraging Word Embedding as Intermediate in Multitask End-to-End Speech Translation [arXiv]
- Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences
- You Don’t Have Time to Read This: An Exploration of Document Reading Time Prediction
- ``You Sound Just Like Your Father’’ Commercial Machine Translation Systems Include Stylistic Biases
- ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT
- ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents [arXiv]
- BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab
- Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes
- CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval Task
- Conversation Learner - A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems [arXiv]
- ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems [arXiv]
- DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation [arXiv]
- Embedding-based Scientific Literature Discovery in a Text Editor Application [arXiv]
- ESPnet-ST: All-in-One Speech Translation Toolkit [arXiv]
- EVIDENCEMINER: Textual Evidence Discovery for Life Sciences
- exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformer Models [arXiv]
- GAIA: A Fine-grained Multimedia Knowledge Extraction System
- Interactive Task Learning from GUI-Grounded Natural Language Instructions and Demonstrations [arXiv]
- jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models
- Label Noise in Context
- LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation [arXiv]
- LinggleWrite: a Coaching System for Essay Writing
- MixingBoard: a Knowledgeable Stylized Integrated Text Generation Platform [arXiv]
- MMPE: A Multi-Modal Interface using Handwriting, Touch Reordering, and Speech Commands for Post-Editing Machine Translation
- Multilingual Universal Sentence Encoder for Semantic Retrieval [arXiv]
- Nakdan: Professional Hebrew Diacritizer [arXiv]
- NLP Scholar: An Interactive Visual Explorer for Natural Language Processing Literature
- NSTM: Real-Time Query-Driven News Overview Composition at Bloomberg
- OpusFilter: A Configurable Parallel Corpus Filtering Toolbox
- Penman: An Open-Source Library and Tool for AMR Graphs
- Personalized PageRank with Syntagmatic Information for Multilingual Word Sense Disambiguation
- Photon: A Robust Cross-Domain Text-to-SQL System
- Prta: A System to Support the Analysis of Propaganda Techniques in the News [arXiv]
- pyBART: Evidence-based Syntactic Transformations for IE [arXiv]
- Stanza: A Python Natural Language Processing Toolkit for Many Human Languages [arXiv]
- Stimulating Creativity with FunLines: A Case Study of Humor Generation in Headlines [arXiv]
- SUPP.AI: finding evidence for supplement-drug interactions
- Syntactic Search by Example
- SyntaxGym: An Online Platform for Targeted Evaluation of Language Models
- Tabouid: a Wikipedia-based word guessing game
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To the extent possible under law, Joohong Lee has waived all copyright and related or neighboring rights to this work.