natural-language-inference

There are 17 repositories under natural-language-inference topic.

microsoft / nlp-recipes
Natural Language Processing Best Practices & Examples
nlp natural-language-processing natural-language-understanding text deep-learning azure-ml nlu nli natural-language-inference mlflow machine-learning natural-language pretrained-models sota transfomer text-classification best-practices
Language:Python 6335
gluon-nlp
dmlc / gluon-nlp
NLP made easy
mxnet gluonnlp nlp gluon deep-learning machine-learning natural-language-processing numpy nlu natural-language-understanding nlg natural-language-generation natural-language-inference
Language:Python 2551
opencog / opencog
A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)
agi natural-language natural-language-inference natural-language-understanding robotics robot-controller learning learning-algorithm unsupervised-learning unsupervised-machine-learning unsupervised-learning-algorithms
Language:Scheme 2317
VinAIResearch / PhoBERT
PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)
python3 bert bert-embeddings pos-tagging ner nli roberta part-of-speech-tagging named-entity-recognition natural-language-inference language-models vietnamese vietnamese-nlp vncorenlp rdrsegmenter deep-learning transformers transformers-library fairseq phobert
627
jind11 / TextFooler
A Model for Natural Language Attack on Text Classification and Inference
adversarial-attacks bert bert-model text-classification natural-language-inference natural-language-processing
Language:Python 475
soulbliss / NLP-conference-compendium
Compendium of the resources available from top NLP conferences.
acl naacl nlp-machine-learning emnlp natural-language-understanding natural-language-generation natural-language-inference natural-language-processing
458
zhiguowang / BiMPM
BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences
duplicate-questions-identification natural-language-inference paraphrase-identification sentence-match sentence-similarity
Language:Python 438
Cartus / Automated-Fact-Checking-Resources
Links to conference/journal publications in automated fact-checking (resources for the TACL22/EMNLP23 paper).
natural-language-processing machine-learning survey fact-checking fake-news-detection rumor-detection paper-list information-retrieval claim-detection natural-language-inference explainable-ai dataset
348
lanwuwei / SPM_toolkit
Neural network toolkit for sentence pair modeling.
pytorch paraphrase-identification natural-language-inference semantic-textual-similarity question-answering
Language:Python 302
uclnlp / jack
Jack the Reader
deep-learning natural-language-processing tensorflow question-answering knowledge-base natural-language-inference
Language:Python 258
mynlp / ccg2lambda
Provide Semantic Parsing solutions and Natural Language Inferences for multiple languages following the idea of the syntax-semantics interface.
semantic-parsing recognize-textual-entailment natural-language-inference
Language:Python 231
csebuetnlp / banglabert
This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: NAACL-2022.
bangla-nlp bangla-language-processing bangla-natural-language-processing sentiment-classification document-classification emotion-classification named-entity-recognition natural-language-inference textual-entailment bert bert-fine-tuning xlm-roberta mbert bengali-nlp bengali-language-processing bengali-natural-language-processing banglabert multilingual-models
Language:Python 229
sunyilgdx / NSP-BERT
The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"
bert zero-shot prompt-learning sentence-classification sentiment-analysis natural-language-inference correference-resolution entity-linking entity-typing nlp text-classification tensorflow
Language:Python 220
rowanz / swagaf
Repository for paper "SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference"
emnlp-2018 grounded-language-learning natural-language-inference natural-language-processing
Language:Python 180
declare-lab / RECCON
This repository contains the dataset and the PyTorch implementations of the models from the paper Recognizing Emotion Cause in Conversations.
emotion-recognition emotion-recognition-in-conversation dialogue-systems dialogue-generation emotion-cause-pair-extraction emotion-cause bert-model roberta emotion-tasks dataset causal-spans emotion conversations causal-inference causality causal-models reasoning inference natural-language-inference
Language:Python 161
persiannlp / parsinlu
A comprehensive suite of high-level NLP tasks for Persian language
query-paraphrasing machine-translation sentiment-analysis persian-language persian natural-language-processing farsi reading-comprehension textual-entailment natural-language-inference sentiment-analysis-dataset mt5-models
Language:Python 130
yg211 / bert_nli
A Natural Language Inference (NLI) model based on Transformers (BERT and ALBERT)
bert natural-language-inference natural-language-processing albert nli-model nli mixed-precision-training
Language:Python 125
sileod / tasksource
Datasets collection and preprocessings framework for NLP extreme multitask learning
nlp benchmark glue scaling crossfit bigbench huggingface multi-task-learning-scaling extreme-mtl extreme-multi-task-learning preprocessings natural-language-inference sentiment-analysis text-classification discriminative multi-task-learning meta-learning dataset-collection curated-datasets instruction-tuning
Language:Python 124
kovvalsky / LangPro
Tableau-based Theorem Prover for Natural Logic and Language
nli natural-language-inference semantic-tableau theorem-prover theorem-proving natural-logic natural-tableau lambda-logical-form natural-language-processing formal-semantics prolog
Language:Prolog 109
erickrf / multiffn-nli
Implementation of the multi feed-forward network architecture by Parikh et al. (2016) for Natural Language Inference.
nlp natural-language-processing natural-language-inference deep-learning neural-network text-entailment
Language:Python 88
PacktPublishing / Hands-On-Python-Natural-Language-Processing
natural-language-processing natural-language-understanding natural-language-generation natural-language-inference machine-learning deep-learning deep-neural-networks text-mining text-generation text-processing
Language:Jupyter Notebook 82
HsiaoYetGun / ESIM
TensorFlow implementation of the ESIM model (Enhanced LTSM for natural language inference)
tensorflow natural-language-inference
Language:Python 76
nouhadziri / DialogEntailment
The implementation of the paper "Evaluating Coherence in Dialogue Systems using Entailment"
evaluation-framework natural-language-inference dialogue-evaluation bert
Language:Python 74
ZhengZixiang / MatchPapers
Worth-reading papers and related awesome resources on matching task. 值得一读的匹配任务相关论文与资源集合
text-matching ctr ann approximate-nearest-neighbors recommender-system matching natural-language-inference question-answering advertising information-retrieval qa
73
dml-qom / FarsTail
FarsTail: a Persian natural language inference dataset
deep-learning farsi-dataset natural-language-inference natural-language-processing persian-language textual-entailment
72
jshuadvd / LongRoPE
Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper
ai artificial-intelligence attention-is-all-you-need attention-mechanisms deep-learning gpt language-model llm machine-learning natural natural-language-inference natural-language-processing natural-language-procressing natural-language-understanding nlp tokenization tokenizers transformer-architecture transformers
Language:Python 68
zake7749 / WSDM-Cup-2019
[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.
bert keras natural-language-inference natural-language-understanding text-classification wsdm
Language:Jupyter Notebook 64
mandarjoshi90 / pair2vec
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference
natural-language-processing word-embeddings representation-learning question-answering natural-language-inference
Language:Python 61
vanzytay / EMNLP2018_NLI
Repository for NLI models (EMNLP 2018)
nlp deep-learning natural-language-inference natural-language-processing snli
Language:Python 61
sileod / Discovery
Mining Discourse Markers for Unsupervised Sentence Representation Learning
discourse-analysis sentence-embeddings deep-learning infersent discourse-markers pdtb dataset natural-language-processing natural-language-understanding natural-language-inference discourse-parsing large-dataset unsupervised-learning discourse-connectives pretrained-model
Language:Jupyter Notebook 60
datascienceid / nlp-resources
A curated list of natural language processing courses, video lectures, books, library and many more.
data-science indonesia indonesian-language machine-intelligence machine-learning natural-language natural-language-generation natural-language-inference natural-language-processing natural-language-understanding python
55
StatguyUser / TextFeatureSelection
Python library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models
feature-selection nlp nlp-machine-learning machine-learning machinelearning natural-language-processing natural-language-understanding text-classification text-categorization natural-language natural-language-generation nlp-library nlp-resources nlproc naturallanguageprocessing natural-language-inference
Language:Python 49
jiacheng-ye / ZeroGen
[EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.
data-augmentation natural-language-inference prompt-learning question-answering text-classification text-generation zero-shot-learning
Language:Python 43
MSR-LIT / Splash
Release of SPLASH: Dataset for semantic parse correction with natural language feedback in the context of text-to-SQL parsing
splash text-to-sql semantic-parsing human-in-the-loop interactive-systems nlp natural-language-inference
41
decompositional-semantics-initiative / DNC
Diverse Natural Language Inference Collection - NLI dataset that can used to evaluate how well models perform distinct types of reasoning (EMNLP 2018)
natural-language-processing natural-language-inference computational-semantics emnlp2018
Language:Python 36
ronaldseoh / atsc_prompts
Codes for the experiments in our EMNLP 2021 paper "Open Aspect Target Sentiment Classification with Natural Language Prompts"
amazon-review-corpus amazon-reviews-sentiment-analysis aspect-based-sentiment-analysis atsc few-shot-classification few-shot-learning language-models lm natural-language-inference natural-language-prompts nli prompts semeval-2014-dataset yelp-restaurants yelp-reviews zero-shot-classification zero-shot-learning
Language:Jupyter Notebook 36