Discover thunlp/ERICA Open Source project by THUNLP (@thunlp)

This repository has been archived on 25/Nov/2023
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Source code for ACL 2021 paper "ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning"

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DocRED

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

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Few-NERD

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NSC

Neural Sentiment Classification

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273

Chinese_NRE

Source code for ACL 2019 paper "Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge"

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Source code for "Packed Levitated Marker for Entity and Relation Extraction"

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KnowledgeablePromptTuning

kpt code

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192

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Source code and datasets of "CANE: Context-Aware Network Embedding for Relation Modeling"

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191

JointNRE

Joint Neural Relation Extraction with Text and KGs

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187

HATT-Proto

Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

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LegalPLMs

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

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NLP-THU

NLP Course Material & QA

168

KernelGAT

The source codes for Fine-grained Fact Verification with Kernel Graph Attention Network.

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161

PTR

Prompt Tuning with Rules

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155

EntityDuetNeuralRanking

Entity-Duet Neural Ranking Model

Python

153

OOP-THU

OOP Course Material & QA

149

OpenBackdoor

An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)

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148

Auto_CLIWC

Code for Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention (AAAI18)

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142

attribute_charge

The source code of our COLING'18 paper "Few-Shot Charge Prediction with Discriminative Legal Attributes".

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THU Chinese Keyphrase Extraction Toolkit

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

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112

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111

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Codes for our paper "ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate"

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

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TransNet

Source code and datasets of IJCAI2017 paper "TransNet: Translation-Based Network Representation Learning for Social Relation Extraction".

Jupyter Notebook

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RE-Context-or-Names

Bert-based models(BERT, MTB, CP) for relation extraction.

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Source code and dataset for KDD 2020 paper "Adaptive Graph Encoder for Attributed Graph Embedding"

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TopJudge

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On Transferability of Prompt Tuning for Natural Language Processing

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Source code for ACL 2019 paper "GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification"

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Source code and dataset for ACL2022 Findings Paper "LEVEN: A Large-Scale Chinese Legal Event Detection dataset"

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SememePSO-Attack

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

Python

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Source code for EMNLP-IJCNLP 2019 paper "HMEAE: Hierarchical Modular Event Argument Extraction".

Python

XQA

Dataset and baseline for ACL 2019 paper "XQA: A Cross-lingual Open-domain Question Answering Dataset"

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CLAIM

TKRL

Representation Learning of Knowledge Graphs with Hierarchical Types (IJCAI-2016)

C++

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Source code for EMNLP-IJCNLP 2019 paper "Event Detection with Trigger-Aware Lattice Neural Network".

Python

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Max-margin DeepWalk

Java

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Python

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Neural Entity Typing with Knowledge Attention

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Source code for "Train No Evil: Selective Masking for Task-Guided Pre-Training"

Python

MoEfication

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Adv-ED

Source code and dataset for NAACL 2019 paper "Adversarial Training for Weakly Supervised Event Detection".

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

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sememe_prediction

Codes for Lexical Sememe Prediction via Word Embeddings and Matrix Factorization (IJCAI 2017).

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DIAG-NRE

Source code for ACL 2019 paper "DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction".

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topical_word_embeddings

Topical Word Embeddings

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QuoteR

Official code and data of the ACL 2022 paper "QuoteR: A Benchmark of Quote Recommendation for Writing"

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paragraph2vec

Paragraph Vector Implementation

Python

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