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GNNPapers
Must-read papers on graph neural networks (GNN)WantWords
An open-source online reverse dictionary.OpenPrompt
An Open-Source Framework for Prompt-Learning.OpenNRE
An Open-Source Package for Neural Relation Extraction (NRE)PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.OpenKE
An Open-Source Package for Knowledge Embedding (KE)PLMpapers
Must-read Papers on pre-trained language models.NRLPapers
Must-read papers on network representation learning (NRL) / network embedding (NE)UltraChat
Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)THULAC-Python
An Efficient Lexical Analyzer for ChineseOpenNE
An Open-Source Package for Network Embedding (NE)KRLPapers
Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)TAADpapers
Must-read Papers on Textual Adversarial Attack and DefenseERNIE
Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"KB2E
Knowledge Graph Embeddings including TransE, TransH, TransR and PTransENREPapers
Must-read papers on neural relation extraction (NRE)OpenDelta
A plug-and-play library for parameter-efficient-tuning (Delta Tuning)WebCPM
Official codes for ACL 2023 paper "WebCPM: Interactive Web Search for Chinese Long-form Question Answering"OpenCLaP
Open Chinese Language Pre-trained Model ZooRCPapers
Must-read papers on Machine Reading ComprehensionToolLearningPapers
NRE
Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATTTHULAC
An Efficient Lexical Analyzer for ChineseFewRel
A Large-Scale Few-Shot Relation Extraction DatasetTHUOCL
THUOCL(THU Open Chinese Lexicon)中文词库Chinese_Rumor_Dataset
中文谣言数据OpenAttack
An Open-Source Package for Textual Adversarial Attack.DocRED
Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.OpenHowNet
Core Data of HowNet and OpenHowNet Python APITensorFlow-TransX
An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlowLegalPapers
Must-read Papers on Legal IntelligenceCAIL
Chinese AI & Law ChallengeOpenMatch
An Open-Source Package for Information Retrieval.BERT-KPE
Fast-TransX
An Efficient implementation of TransE and its extended models for Knowledge Representation LearningTensorFlow-Summarization
Few-NERD
Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"SOS4NLP
Survey of Surveys for Natural Language Processing (SOS4NLP)THULAC-Java
An Efficient Lexical Analyzer for ChineseBMCourse
The repo for Tsinghua summer course: Interdisciplinary Seminar on Big ModelsInfLLM
The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Memory"NSC
Neural Sentiment ClassificationDeltaPapers
Must-read Papers of Parameter-Efficient Tuning (Delta Tuning) Methods on Pre-trained Models.Chinese_NRE
Source code for ACL 2019 paper "Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge"PL-Marker
Source code for "Packed Levitated Marker for Entity and Relation Extraction"LEGENT
Open Platform for Embodied AgentsSE-WRL
Improved Word Representation Learning with SememesSCPapers
Must-read Papers on Sememe ComputationTHUCTC
An Efficient Chinese Text ClassifierKnowledgeablePromptTuning
kpt codeCANE
Source code and datasets of "CANE: Context-Aware Network Embedding for Relation Modeling"JointNRE
Joint Neural Relation Extraction with Text and KGsHATT-Proto
Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation ClassificationLegalPLMs
Source code and checkpoints for legal pre-trained language models.NLP-THU
NLP Course Material & QAKernelGAT
The source codes for Fine-grained Fact Verification with Kernel Graph Attention Network.PTR
Prompt Tuning with RulesEntityDuetNeuralRanking
Entity-Duet Neural Ranking ModelOOP-THU
OOP Course Material & QAOpenBackdoor
An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)Auto_CLIWC
Code for Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention (AAAI18)attribute_charge
The source code of our COLING'18 paper "Few-Shot Charge Prediction with Discriminative Legal Attributes".ConceptFlow
THUCKE
THU Chinese Keyphrase Extraction ToolkitCAIL2018
Neural-Snowball
Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation LearningKR-EAR
Knowledge Representation Learning with Entities, Attributes and RelationsChatEval
Codes for our paper "ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate"MultiRD
Code and data of the AAAI-20 paper "Multi-channel Reverse Dictionary Model"TransNet
Source code and datasets of IJCAI2017 paper "TransNet: Translation-Based Network Representation Learning for Social Relation Extraction".RE-Context-or-Names
Bert-based models(BERT, MTB, CP) for relation extraction.AGE
Source code and dataset for KDD 2020 paper "Adaptive Graph Encoder for Attributed Graph Embedding"TopJudge
Prompt-Transferability
On Transferability of Prompt Tuning for Natural Language ProcessingGEAR
Source code for ACL 2019 paper "GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification"HNRE
Hierarchical Neural Relation ExtractionLEVEN
Source code and dataset for ACL2022 Findings Paper "LEVEN: A Large-Scale Chinese Legal Event Detection dataset"SememePSO-Attack
Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"HMEAE
Source code for EMNLP-IJCNLP 2019 paper "HMEAE: Hierarchical Modular Event Argument Extraction".XQA
Dataset and baseline for ACL 2019 paper "XQA: A Cross-lingual Open-domain Question Answering Dataset"ERICA
Source code for ACL 2021 paper "ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning"CLAIM
TKRL
Representation Learning of Knowledge Graphs with Hierarchical Types (IJCAI-2016)TLNN
Source code for EMNLP-IJCNLP 2019 paper "Event Detection with Trigger-Aware Lattice Neural Network".NeuIRPapers
Must-read Papers on Neural Information RetrievalMMDW
Max-margin DeepWalkKV-PLM
Source code for "A Deep-learning System Bridging Molecule Structure and Biomedical Text with Comprehension Comparable to Human Professionals"KNET
Neural Entity Typing with Knowledge AttentionSelectiveMasking
Source code for "Train No Evil: Selective Masking for Task-Guided Pre-Training"MoEfication
Adv-ED
Source code and dataset for NAACL 2019 paper "Adversarial Training for Weakly Supervised Event Detection".CorefBERT
Source code for EMNLP 2020 paper "Coreferential Reasoning Learning for Language Representation"ConversationQueryRewriter
Code and Data for SIGIR 2020 Paper "Few-Shot Generative Conversational Query Rewriting"Ouroboros
Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)MuGNN
Source code for ACL2019 paper "Multi-Channel Graph Neural Network for Entity Alignment".sememe_prediction
Codes for Lexical Sememe Prediction via Word Embeddings and Matrix Factorization (IJCAI 2017).DIAG-NRE
Source code for ACL 2019 paper "DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction".topical_word_embeddings
Topical Word EmbeddingsQuoteR
Official code and data of the ACL 2022 paper "QuoteR: A Benchmark of Quote Recommendation for Writing"paragraph2vec
Paragraph Vector ImplementationLove Open Source and this site? Check out how you can help us