thunlp

Must-read papers on graph neural networks (GNN)

An open-source online reverse dictionary.

An Open-Source Framework for Prompt-Learning.

An Open-Source Package for Neural Relation Extraction (NRE)

Must-read papers on prompt-based tuning for pre-trained language models.

An Open-Source Package for Knowledge Embedding (KE)

Must-read Papers on pre-trained language models.

Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)

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

An Efficient Lexical Analyzer for Chinese

An Open-Source Package for Network Embedding (NE)

Must-read Papers on Textual Adversarial Attack and Defense

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

THUOCL（THU Open Chinese Lexicon）中文词库

A plug-and-play library for parameter-efficient-tuning (Delta Tuning)

Must-read papers on neural relation extraction (NRE)

Open Chinese Language Pre-trained Model Zoo

Official codes for ACL 2023 paper "WebCPM: Interactive Web Search for Chinese Long-form Question Answering"

Must-read papers on Machine Reading Comprehension

An Efficient Lexical Analyzer for Chinese

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

中文谣言数据

An Open-Source Package for Textual Adversarial Attack.

A Large-Scale Few-Shot Relation Extraction Dataset

A LLM-based Agent that predict its tasks proactively.

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

Core Data of HowNet and OpenHowNet Python API

Chinese AI & Law Challenge

An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow

Must-read Papers on Legal Intelligence

An Open-Source Package for Information Retrieval.

LLaVA-UHD v3: Progressive Visual Compression for Efficient Native-Resolution Encoding in MLLMs

The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Memory"

An Efficient implementation of TransE and its extended models for Knowledge Representation Learning

Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"

The repo for Tsinghua summer course: Interdisciplinary Seminar on Big Models

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

Open Platform for Embodied Agents

An Efficient Lexical Analyzer for Chinese

Survey of Surveys for Natural Language Processing (SOS4NLP)

[ICLR 2026 Blogpost Track Poster] JustRL: Scaling a 1.5B LLM with a Simple RL Recipe

Neural Sentiment Classification

Must-read Papers of Parameter-Efficient Tuning (Delta Tuning) Methods on Pre-trained Models.

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

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

An Efficient Chinese Text Classifier

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

kpt code

The source code of ACL 2018 paper "Denoising Distantly Supervised Open-Domain Question Answering".

Must-read Papers on Sememe Computation

Improved Word Representation Learning with Sememes

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

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

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

Joint Neural Relation Extraction with Text and KGs

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

NLP Course Material & QA

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

OOP Course Material & QA

Prompt Tuning with Rules

Entity-Duet Neural Ranking Model

TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators

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

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

THU Chinese Keyphrase Extraction Toolkit

Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)

Knowledge Representation Learning with Entities, Attributes and Relations

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

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

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

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

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

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

On Transferability of Prompt Tuning for Natural Language Processing

Hierarchical Neural Relation Extraction

The repository for paper "DebugBench: "Evaluating Debugging Capability of Large Language Models".

[ACL2025 Findings] Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models

Source code for "A Deep-learning System Bridging Molecule Structure and Biomedical Text with Comprehension Comparable to Human Professionals"

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

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

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

Code and data of the EMNLP 2022 paper "Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP".

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

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

[ACL'25 Main] ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation

Code for paper "Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System"

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