ZJUNLP

DeepKE

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

EasyEdit

An Easy-to-use Knowledge Editing Framework for LLMs.

LLMAgentPapers

Must-read Papers on LLM Agents.

KnowLM

An Open-sourced Knowledgable Large Language Model Framework.

Prompt4ReasoningPapers

[ACL 2023] Reasoning with Language Model Prompting: A Survey

PromptKG

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

KnowledgeEditingPapers

Must-read Papers on Knowledge Editing for Large Language Models.

EasyInstruct

An Easy-to-use Instruction Processing Framework for LLMs.

AutoKG

Code and dataset for the paper "LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities".

Mol-Instructions

[ICLR 2024] Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models

KnowAgent

KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents

Low-resource-KEPapers

A Paper List of Low-resource Information Extraction

Relphormer

[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation

AutoAct

AUTOACT: Automatic Agent Learning from Scratch via Self-Planning

MolGen

[ICLR 2024] Domain-Agnostic Molecular Generation with Chemical Feedback

MachineSoM

Code for the paper 'Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View'.

IEPile

IEPile: A Large-Scale Information Extraction Corpus

FactCHD

FactCHD: Benchmarking Fact-Conflicting Hallucination Detection

ChatCell

ChatCell: Facilitating Single-Cell Analysis with Natural Language

LREBench

[EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study

TRICE

[NAACL 2024] Making Language Models Better Tool Learners with Execution Feedback

ContinueMKGC

Code for the paper "Continual Multimodal Knowledge Graph Construction"

PitfallsKnowledgeEditing

[ICLR 2024] Unveiling the Pitfalls of Knowledge Editing for Large Language Models

AdaKGC

[EMNLP 2023 (Findings)] Schema-adaptable Knowledge Graph Construction

SPEECH

[ACL 2023] SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres

DQSetGen

[TASLP 2024] Sequence Labeling as Non-autoregressive Dual-Query Set Generation

project

Project homepages for the NLP & KG Group of Zhejiang University

NLPCC2024_RegulatingLLM

[NLPCC 2024] Shared Task 10: Regulating Large Language Models

zjunlp.github.io

EditBias

EditBias: Debiasing Stereotyped Language Models via Model Editing