THUNLP

NRLPapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

NREPapers

Must-read papers on neural relation extraction (NRE)

DocRED

Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.

LegalPapers

Must-read Papers on Legal Intelligence

LegalPLMs

Source code and checkpoints for legal pre-trained language models.

EntityDuetNeuralRanking

Entity-Duet Neural Ranking Model

Neural-Snowball

Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation Learning

MultiRD

Code and data of the AAAI-20 paper "Multi-channel Reverse Dictionary Model"

HNRE

Hierarchical Neural Relation Extraction

SememePSO-Attack

Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"

ERICA

Source code for ACL 2021 paper "ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning"

MuGNN

Source code for ACL2019 paper "Multi-Channel Graph Neural Network for Entity Alignment".

VERNet

Source codes of Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction

CED

source code for TKDE paper “CED: Credible Early Detection of Social Media Rumors”

BabelNet-Sememe-Prediction

Code and data of the AAAI-20 paper "Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets"

ContinualRE

OpenGCL

MixADA

NeuBA

COVID19-CountryImage

Dataset of China's-image-related tweets during COVID-19 with aspect-level sentiment labels.

BkdAtk-LWS

Code and data of the ACL 2021 paper "Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution"

SememeWSD

Code and data for the COLING 2020 paper "Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet"

MIML

AutoJudge

CWE

Character-enhanced Word Embedding (CWE) Model

SememeRNN

Code and data of the TASLP paper "Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes"

DictSKB

Code and data of the paper "Automatic Construction of Sememe Knowledge Bases via Dictionaries"

IsOBS

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SCorP

Code for the CIPS paper "Lexical Sememe Prediction by Dictionary Definitions and Local Semantic Correspondence".

PretrainingRecommender

Source code for Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect