Public GitHub footprint of 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

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

Must-read papers on Machine Reading Comprehension

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An Efficient Lexical Analyzer for Chinese

中文谣言数据

An Open-Source Package for Textual Adversarial Attack.

A Large-Scale Few-Shot Relation Extraction Dataset

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

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

Core Data of HowNet and OpenHowNet Python API

A LLM-based Agent that predict its tasks proactively.

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

Chinese AI & Law Challenge

Must-read Papers on Legal Intelligence

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An Open-Source Package for Information Retrieval.

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

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

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

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

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

Open Platform for Embodied Agents

An Efficient Lexical Analyzer for Chinese

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

Neural Sentiment Classification

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

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

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

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

Improved Word Representation Learning with Sememes

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

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

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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"

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

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

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

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On Transferability of Prompt Tuning for Natural Language Processing

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

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

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

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

Must-read Papers on Neural Information Retrieval

Max-margin DeepWalk

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

KARL: Knowledge-Aware Reasoning and Reinforcement Learning for Knowledge-Intensive Visual Grounding

Source code for EMNLP 2020 paper "Coreferential Reasoning Learning for Language Representation"

The official implementation of the paper: H-Neurons: On the Existence, Impact, and Origin of Hallucination-Associated Neurons in LLMs

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Delta-CoMe can achieve near loss-less 1-bit compressin which has been accepted by NeurIPS 2024

Evaluate Multimodal LLMs as Embodied Agents

[ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling

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Code and data of the ACL-IJCNLP 2021 paper "Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger"

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

Papers on integrating large language models with embodied AI

Sequence-level 1F1B schedule for LLMs.

Code and models for the paper: Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts

The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".

Code for EMNLP2020 paper "Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment".

CokeBERT: Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models

Neuron Activation

ACL 2024: LoRA-Flow Dynamic LoRA Fusion for Large Language Models in Generative Tasks

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Official implementation for the paper "KG-Infused RAG: Augmenting Corpus-Based RAG with External Knowledge Graphs"

Learning to Generate STRUCTURED Output with Schema Reinforcement Learning

The official implementation of NOSA

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[EMNLP 2025 Findings] ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation

A large-scale dataset of Chu bamboo slip scripts and a multi-granularity tokenizer for ancient Chinese scripts

Single-Shot Meta-Pruning (SMP) for attention heads of Transformers

Source code for paper "DECO: Sparse Mixture-of-Experts with Dense-Comparable Performance on End-Side Devices".

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No description provided for this repository.