zjunlp

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

Must-read Papers on LLM Agents.

[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

An Open-sourced Knowledgable Large Language Model Framework.

Create, Evaluate, and Connect AI Skills

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

[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation

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

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

[EMNLP 2025] OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking

[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.

[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text

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

SkillX: Automatically Constructing Skill Knowledge Bases for Agents

[NAACL 2025] KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents

[ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning

[ACL 2024] IEPile: A Large-Scale Information Extraction Corpus

[WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.

[NeurIPS 2024] Knowledge Circuits in Pretrained Transformers

[NeurIPS 2024] Agent Planning with World Knowledge Model

[EMNLP 2025] LightThinker: Thinking Step-by-Step Compression

[ICLR 2025] Benchmarking Agentic Workflow Generation

[ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation

[EMNLP 2024] OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs.

[ICLR 2023] Multimodal Analogical Reasoning over Knowledge Graphs

[ICLR/AAAI/KDD2026] Open-Source LLM-Based Data Analysis Agents

[ACL 2024] Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View

[EMNLP 2022] Generative Knowledge Graph Construction: A Review

[IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems