https://github.com/zjunlp/deepke

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

attribute-extraction chinese deep-learning deepke document-level few-shot information-extraction instructie kg knowledge-graph knowprompt lightner low-resource multi-modal named-entity-recognition ner nlp prompt pytorch relation-extraction

Last synced: 12 May 2025

https://github.com/zjunlp/DeepKE

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

attribute-extraction chinese deep-learning deepke document-level few-shot information-extraction instructie kg knowledge-graph knowprompt lightner low-resource multi-modal named-entity-recognition ner nlp prompt pytorch relation-extraction

Last synced: 18 Mar 2025

https://github.com/zjunlp/llmagentpapers

Must-read Papers on LLM Agents.

agent agents awsome-list environment in-context-learning instruction-following interactive large-language-models llm multiagent-systems natural-language-processing nlp paper-list prompt review survey surveys

Last synced: 26 Mar 2025

https://github.com/zjunlp/easyedit

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

artificial-intelligence baichuan chatgpt cknowedit easyedit efficient gpt knowedit knowledge-editing knowlm large-language-models llama llama2 mmedit model-editing natural-language-processing safeedit tool trustworthy-ai unlearning

Last synced: 13 May 2025

https://github.com/zjunlp/LLMAgentPapers

Must-read Papers on LLM Agents.

agent agents awsome-list environment in-context-learning instruction-following interactive large-language-models llm multiagent-systems natural-language-processing nlp paper-list prompt review survey surveys

Last synced: 09 May 2025

https://github.com/zjunlp/EasyEdit

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

artificial-intelligence baichuan chatgpt easyedit efficient gpt knowledge-editing knowlm large-language-models llama llama2 mistral mmedit model-editing natural-language-processing open-source-project safeedit tool trustworthy-ai unlearning

Last synced: 29 Mar 2025

https://github.com/zjunlp/KnowLM

An Open-sourced Knowledgable Large Language Model Framework.

bilingual chinese deep-learning deepspeed english gpt-3 instructie instruction-following instruction-tuning instructions knowlm language-model large-language-models llama lora models pre-trained-language-models pre-trained-model pre-training reasoning

Last synced: 04 Apr 2025

https://github.com/zjunlp/knowlm

An Open-sourced Knowledgable Large Language Model Framework.

bilingual chinese deep-learning deepspeed english gpt-3 instructie instruction-following instruction-tuning instructions knowlm language-model large-language-models llama lora models pre-trained-language-models pre-trained-model pre-training reasoning

Last synced: 08 Apr 2025

https://github.com/zjunlp/knowledgeeditingpapers

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

awsome-list easyedit foundation-models knowledge-editing knowlm large-language-models model-editing natural-language-processing paper paper-list pre-trained-language-models pre-trained-model review rome survey

Last synced: 12 Sep 2025

https://github.com/zjunlp/prompt4reasoningpapers

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

arithmetic-reasoning artificial-intelligence awsome-list chain-of-thought chatgpt commonsense-reasoning datasets gpt-3 language-models large-language-models llm logical-reasoning natural-language-processing nlp paper-list prompt prompt-engineering reasoning survey symbolic-reasoning

Last synced: 01 Feb 2026

https://github.com/zjunlp/Prompt4ReasoningPapers

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

arithmetic-reasoning artificial-intelligence awsome-list chain-of-thought chatgpt commonsense-reasoning datasets gpt-3 language-models large-language-models llm logical-reasoning natural-language-processing nlp paper-list prompt prompt-engineering reasoning survey symbolic-reasoning

Last synced: 12 Mar 2025

https://github.com/zjunlp/KnowledgeEditingPapers

[知识编辑] Must-read Papers on Knowledge Editing for Large Language Models.

awsome-list easyedit foundation-models knowledge-editing knowlm large-language-models model-editing natural-language-processing paper paper-list pre-trained-language-models pre-trained-model review rome survey

Last synced: 31 Mar 2025

https://github.com/zjunlp/promptkg

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

awsome-list demo-tuning dialogue genkgc knowledge-graph knowledge-informed-prompt-learning lambdakg link-prediction natural-language-processing nlp paper paper-list prompt-tuning promptkg pytorch question-answering relation-extraction retrieval-augmented retrievalre retroprompt

Last synced: 13 Jun 2025

https://github.com/zjunlp/PromptKG

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

awsome-list demo-tuning dialogue genkgc knowledge-graph knowledge-informed-prompt-learning lambdakg link-prediction natural-language-processing nlp paper paper-list prompt-tuning promptkg pytorch question-answering relation-extraction retrieval-augmented retrievalre retroprompt

Last synced: 08 May 2025

https://github.com/zjunlp/omnithink

OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking

artificial-intelligence deepseek-r1 deepseek-v3 generation gpt gpt4o information-seeking knowledge-augmented-generation large-language-models machine-writing natural-language-processing news-generation omnithink qwen qwen2-5 report-generation retrieval-augmented-generation slow-thinking

Last synced: 13 Jun 2025

https://github.com/zjunlp/easyinstruct

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

api chain-of-thought chatgpt easyinstruct gpt gpt-3 in-context-learning instructions knowlm large-language-models llama multimodal prompt prompting pypy-library python reasoning tool

Last synced: 14 Apr 2025

https://github.com/zjunlp/EasyInstruct

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

api chain-of-thought chatgpt easyinstruct gpt gpt-3 in-context-learning instructions knowlm large-language-models llama multimodal prompt prompting pypy-library python reasoning tool

Last synced: 18 Mar 2025

https://github.com/zjunlp/autokg

LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

chatgpt event-extraction gpt4 information-extraction knowledge-graph knowledge-graph-completion knowledge-graph-construction large-language-models link-prediction relation-extraction relational-triple-extraction

Last synced: 13 Jun 2025

https://github.com/zjunlp/openue

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

bert event-extraction intent-classification named-entity-recognition natural-language-processing nlp nlp-extraction-tasks openue pytorch relation-extraction slot-filling triple-extraction

Last synced: 13 Jun 2025

https://github.com/zjunlp/Mol-Instructions

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

ai-for-science biomedical dataset datasets generation iclr2024 instruction instruction-following instructions large-language-models llama mol-instruction molecule natural-language-processing protein resource science

Last synced: 14 Oct 2025

https://github.com/zjunlp/mol-instructions

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

ai-for-science biomedical dataset datasets generation iclr2024 instruction instruction-following instructions large-language-models llama mol-instruction molecule natural-language-processing protein resource science

Last synced: 12 Apr 2025

https://github.com/zjunlp/autoact

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

agent agent-learning agents autoact large-language-models natural-language-processing nlp self-planning

Last synced: 13 Jun 2025

https://github.com/zjunlp/KnowPrompt

[WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction

dataset dialogre few-shot-learning knowledge-informed-prompt-learning knowprompt prompt prompt-learning prompt-tuning pytorch re relation-extraction semeval tacred text-classification

Last synced: 09 May 2025

https://github.com/zjunlp/knowprompt

[WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction

dataset dialogre few-shot-learning knowledge-informed-prompt-learning knowprompt prompt prompt-learning prompt-tuning pytorch re relation-extraction semeval tacred text-classification

Last synced: 05 Oct 2025

https://github.com/zjunlp/knowagent

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

agent agent-learning artificial-intelligence knowagent knowledge-augment knowledge-graph large-language-models llm machine-learning natural-language-processing nlp planning planning-agents reasoning reasoning-agent

Last synced: 26 Oct 2025

https://github.com/zjunlp/mkgformer

[SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

dataset former kg kgc knowledge-graph link-prediction mkg mkgformer mnre multimodal ner pytorch relation-extraction sigir2022 transformer

Last synced: 13 Jun 2025

https://github.com/zjunlp/molgen

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

generation huggingface iclr2024 language-model molecular-generation molecular-optimization molecule molgen multitask pre-trained-language-models pre-trained-model pre-training pytorch selfies targeted-molecular-generation

Last synced: 05 Apr 2025

https://github.com/zjunlp/OntoProtein

[ICLR 2022] OntoProtein: Protein Pretraining With Gene Ontology Embedding

bert gene-ontology iclr iclr2022 knowledge-graph nlp ontoprotein pretrained-models pretraining protein protein-function-prediction protein-pretraining protein-protein-interaction protein-structure-prediction pytorch

Last synced: 21 Jul 2025

https://github.com/zjunlp/onegen

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

artificial-intelligence efficient generation large-language-models llm natural-language-processing onegen rag retrieval retrieval-augmented-generation transformer

Last synced: 13 Jun 2025

https://github.com/zjunlp/ontoprotein

[ICLR 2022] OntoProtein: Protein Pretraining With Gene Ontology Embedding

bert gene-ontology iclr iclr2022 knowledge-graph nlp ontoprotein pretrained-models pretraining protein protein-function-prediction protein-pretraining protein-protein-interaction protein-structure-prediction pytorch

Last synced: 13 Jun 2025

https://github.com/zjunlp/docunet

[IJCAI 2021] Document-level Relation Extraction as Semantic Segmentation

docred document document-level document-level-relation-extraction docunet information-extraction pytorch pytorch-implementation re relation-extraction segmentation semantic-segmentation

Last synced: 24 Jun 2025

https://github.com/zjunlp/OneGen

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

artificial-intelligence efficient generation large-language-models llm natural-language-processing onegen rag retrieval retrieval-augmented-generation transformer

Last synced: 07 May 2025

https://github.com/zjunlp/wkm

[NeurIPS 2024] Agent Planning with World Knowledge Model

agent agent-planning artificial-intelligence knowledge large-language-models natural-language-processing world-knowledge-model world-model

Last synced: 13 Jun 2025

https://github.com/zjunlp/DART

[ICLR 2022] Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners

dart few-shot-learning iclr iclr2022 language-models pre-trained-language-models prompt prompt-learning prompt-tuning pytorch

Last synced: 21 Jun 2025

https://github.com/zjunlp/low-resource-kepapers

A Paper List of Low-resource Information Extraction

artificial-intelligence awsome-list event-extraction few-shot-learning information-extraction knowledge-extraction knowledge-graph low-resource ner nlp paper paper-list relation-extraction survey

Last synced: 31 Jan 2026

https://github.com/zjunlp/dart

Code for the ICLR2022 paper "Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners"

dart few-shot-learning iclr iclr2022 language-models pre-trained-language-models prompt prompt-learning prompt-tuning pytorch

Last synced: 13 Jun 2025

https://github.com/zjunlp/relphormer

[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation

fb15k-237 kg knowledge-graph knowledge-graph-completion knowledge-graph-representation link-prediction question-answering recommendation-system relphormer transformer umls wn18rr

Last synced: 13 Jun 2025

https://github.com/zjunlp/hvpnet

[NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

bert dataset entity-extraction hvpnet information-extraction kg multimodal multimodal-knowledge-graph multimodal-learning naacl ner prefix pytorch re relation-extraction

Last synced: 12 Sep 2025

https://github.com/zjunlp/lightthinker

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

artificial-intelligence compression efficiency generation large-language-model lightthinker natural-language-processing reasoning slow-thinking step-by-step

Last synced: 14 Oct 2025

https://github.com/zjunlp/factchd

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

benchmark dataset factchd factual hallucination knowledge large-language-models natural-language-processing

Last synced: 13 Jun 2025

https://github.com/zjunlp/mkg_analogy

[ICLR 2023] Multimodal Analogical Reasoning over Knowledge Graphs

analogical-reasoning analogy computer-vision dataset iclr iclr2023 kg knowledge-graph language-model markg mars multimodal natural-language-processing pre-trained-language-models prompt reasoning

Last synced: 24 Jul 2025

https://github.com/zjunlp/deco

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

artificial-intelligence decoding doco hallucination hallucination-mitigation iclr2025 large-language-models mllm multimodal-large-language-models natural-language-processing

Last synced: 13 Jun 2025

https://github.com/zjunlp/machinesom

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

agent agent-learning agents artificial-intelligence large-language-models llm machine-learning natural-language-processing society-of-mind theory-of-mind

Last synced: 13 Jun 2025

https://github.com/zjunlp/oneke

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

agent agents artificial-intelligence event-extraction information-extraction knowledge-extraction knowledge-graph large-language-models multi-agent named-entity-recognition natural-language-processing ner oneke openie relation-extraction schema

Last synced: 13 Jun 2025

https://github.com/zjunlp/knowself

[ACL 2025] Agentic Knowledgeable Self-awareness

agent agent-planning agentic artificial-intelligence knowledge knowledge-augment knowself large-language-models machine-learning natural-language-processing self-awareness

Last synced: 10 Jul 2025

https://github.com/zjunlp/iepile

IEPile: A Large-Scale Information Extraction Corpus

bilingual chinese corpus dataset english event-extraction ie iepie information-extraction instructions knowledge-graph large-language-models named-entity-recognition natural-language-processing relation-extraction

Last synced: 13 Jun 2025

https://github.com/zjunlp/oceangpt

[沧渊] [ACL 2024] OceanGPT: A Large Language Model for Ocean Science Tasks

artificial-intelligence cangyuan large-language-models machine-learning marine multimodal-large-language-models natural-language-processing ocean-science oceanbench oceangpt oceaninstructions oceanography

Last synced: 04 Aug 2025

https://github.com/zjunlp/knn-kg

[NLPCC 2023] Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings with Language Models

fb15k-237 fb15k237 inductive inductive-reasoning kg kge knn knn-kge knnkg knowledge-graph knowledge-graph-embeddings machine-learning semiparametric-models transductive transductive-reasoning wn18rr

Last synced: 25 Oct 2025

https://github.com/zjunlp/continuemkgc

[IJCAI 2024] Continual Multimodal Knowledge Graph Construction

continue-learning incremental-learning knowledge-graph knowledge-informed-prompt-learning mkg multimodal multimodal-knowledge-graph named-entity-recognition prompt prompt-learning relation-extraction visual

Last synced: 13 Jun 2025

https://github.com/zjunlp/knowledgecircuits

Knowledge Circuits in Pretrained Transformers

artificial-intelligence circuit hallucination interpretability knowledge-circuit knowledge-editing knowledge-edting large-language-models model-editing natural-language-processing transformer

Last synced: 13 Jun 2025

https://github.com/zjunlp/worfbench

[ICLR 2025] Benchmarking Agentic Workflow Generation

agent agent-planning agentic agentic-workflow agents artificial-intelligence benchmark iclr2025 large-language-models natural-language-processing planning workflow

Last synced: 13 Jun 2025

https://github.com/zjunlp/knowundo

[EMNLP 2024] To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models

artificial-intelligence benchmark dataset knowledge-editing knowledge-unlearning knowundo large-language-models localization memflex model-editing natural-language-processing unlearning

Last synced: 13 Jun 2025

https://github.com/zjunlp/rap

[SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction

data-efficient event-extraction few-shot ie information-extraction kbp kg knowledge-base-population knowledge-graph knowledge-informed-prompt-learning low-resource low-resource-nlp nyt prompt relation-extraction relational-triple-extraction retrieval sigir2023 triple-extraction webnlg

Last synced: 13 Jun 2025

https://github.com/zjunlp/DocED

[ACL 2021] MLBiNet: A Cross-Sentence Collective Event Detection Network

cross-sentence event-detection event-extraction

Last synced: 09 May 2025

https://github.com/zjunlp/doced

[ACL 2021] MLBiNet: A Cross-Sentence Collective Event Detection Network

cross-sentence event-detection event-extraction

Last synced: 25 Aug 2025

https://github.com/zjunlp/lrebench

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

benchmark chinese data-augmentation data-augumentation dataset efficient emnlp few-shot information-extraction kg knowledge-graph knowprompt long-tail low-resource lrebench prompt re relation-extraction self-training

Last synced: 13 Jun 2025

https://github.com/zjunlp/deepee

DeepEE: Deep Event Extraction Algorithm Gallery (基于深度学习的开源中文事件抽取算法汇总)

event-detection event-extraction knowledge-graph

Last synced: 13 Jun 2025

https://github.com/zjunlp/nlp4sciencepapers

Must-read papers on NLP for science.

ai ai4science awsome-list language-model moleculer nlp nlp4science paper-list pre-trained-model protein science survey transformer

Last synced: 13 Jun 2025

https://github.com/zjunlp/kformer

[NLPCC 2022] Kformer: Knowledge Injection in Transformer Feed-Forward Layers

ffn kformer knowledge-injection nlpcc nlpcc-2022 pytorch transformer

Last synced: 13 Jun 2025

https://github.com/zjunlp/iedatasetzoo

Information Extraction Dataset Zoo.

dataset datasets event-extraction information-extraction nlp relation-extraction

Last synced: 04 Feb 2026

https://github.com/zjunlp/easydetect

[ACL 2024] An Easy-to-use Hallucination Detection Framework for LLMs.

aigc artificial-intelligence easydetect generation generative-ai hallucination hallucination-detection knowledge-editing knowledge-graph knowlm large-language-models model-editing multimodal multimodal-large-language-models natural-language-processing

Last synced: 13 Jun 2025

https://github.com/zjunlp/dynamicknowledgecircuits

How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training

artificial-intelligence continual-learning continue-pretraining interpretability knowledge-circuit knowledge-editing large-language-models model-editing natural-language-processing new-knowledge transformer

Last synced: 13 Jun 2025

https://github.com/zjunlp/diagnosere

[CCKS 2021] On Robustness and Bias Analysis of BERT-based Relation Extraction

adversarial-attacks bias dataset generalization relation-extraction robustness

Last synced: 23 Aug 2025

https://github.com/zjunlp/trice

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

agent execution feedback knowlm large-language-models natur natural-language-processing reasoning reinforcement-learning tool-learning tools trice

Last synced: 13 Jun 2025

https://github.com/zjunlp/unlearn

Knowledge Unlearning for Large Language Models

artificial-intelligence copyright knowledge-editing knowledge-unlearning large-language-models machine-unlearning natural-language-processing privacy semeval-2025 unlearning

Last synced: 29 Oct 2025

https://github.com/zjunlp/chatcell

ChatCell: Facilitating Single-Cell Analysis with Natural Language

ai4science artificial-intelligence bioinformatics biology cell chatcell interdisciplinary large-language-models llm4bio natural-language-processing pre-trained-language-models single-cell single-cell-analysis

Last synced: 13 Jun 2025

https://github.com/zjunlp/modelkinship

Exploring Model Kinship for Merging Large Language Models

artificial-intelligence kinship knowledge-fusion large-language-models merging model-kinship model-merging natural-language-processing

Last synced: 13 Jun 2025

https://github.com/zjunlp/pitfallsknowledgeediting

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

ai artificial-intelligence easyedit knowledge-editing knowlm large-language-models model-editing natural-language-processing nlp

Last synced: 13 Jun 2025

https://github.com/zjunlp/instructcell

A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following

ai ai-copilot ai-for-science artificial-intelligence cell cell-type-annotation chatbot copilot instruction-following large-language-model multimodal-large-language-models natural-language-processing single-cell-analysis

Last synced: 13 Jun 2025

https://github.com/zjunlp/KnowUnDo

To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models

artificial-intelligence benchmark dataset knowledge-editing knowledge-unlearning knowundo large-language-models localization memflex model-editing natural-language-processing unlearning

Last synced: 01 Mar 2025

https://github.com/zjunlp/adakgc

Code for the EMNLP2023 (Findings) paper "Schema-adaptable Knowledge Graph Construction"

adakgc chatgpt event-extraction information-extraction knowledge-graph large-language-models natural-language-processing prefix prompt-engineering relational-triple-extraction schema

Last synced: 17 Jul 2025

https://github.com/zjunlp/oneedit

OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System.

allspark artificial-intelligence collaborative-editing knowledge-editing knowledge-graph large-language-models model-editing natural-language-processing neural-symbolic system

Last synced: 16 Oct 2025

https://github.com/zjunlp/nlpcc2024_regulatingllm

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

artificial-intelligence detoxification hallucination large-language-models multimodal natural-language-processing nlpcc-2024 regulating-mechanisms

Last synced: 24 Aug 2025

https://github.com/zjunlp/OmniThink

OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking

artificial-intelligence generation gpt information-seeking knowledge-augmented-generation large-language-models machine-writing natural-language-processing ominithink qwen retrieval-augmented-generation slow-thinking

Last synced: 06 Oct 2025

https://github.com/zjunlp/biasedit

[TrustNLP@NAACL 2025] BiasEdit: Debiasing Stereotyped Language Models via Model Editing

artificial-intelligence bias biasedit debiasing editing knowledge-editing large-language-models llm model-editing natural-language-processing stereotypes

Last synced: 13 Jun 2025

https://github.com/zjunlp/recode

ReCode: Reinforced Code Knowledge Editing for API Updates

api-update artificial-intelligence code-language-model knowledge-editing large-language-models model-editing natural-language-processing recode software-engineering

Last synced: 01 Jul 2025

https://github.com/zjunlp/semeval2021task4

The 4th rank system of the SemEval 2021 Task4.

deep-learning machine-reading-comprehension pytorch semeval-2021

Last synced: 13 Jun 2025

https://github.com/zjunlp/datamind

Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study

agent artificial-intelligence data-analysis data-science language-model natural-language-processing

Last synced: 04 Oct 2025

https://github.com/zjunlp/revisit-knn

Code for the CCL2023 paper "Revisiting k-NN for Fine-tuning Pre-trained Language Models."

ccl2023 fine-tuning glue knn language-model llm natural-language-processing pre-trained-language-models relation-extraction retrieval-augmented text-classification

Last synced: 13 Jun 2025

https://github.com/zjunlp/project

Project homepages for the NLP & KG Group of Zhejiang University

Last synced: 13 Jun 2025

https://github.com/zjunlp/knowrl

KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality

factuality hallucination knowledge-augmentation knowrl question-answering reinforcement-learning

Last synced: 01 Jul 2025

https://github.com/zjunlp/lookaheadtuning

LookAhead Tuning: Safer Language Models via Partial Answer Previews

artificial-intelligence fine-tuning large-language-models lookaheadtuning natural-language-processing safety

Last synced: 21 Jul 2025

https://github.com/zjunlp/easyeval

An Easy-to-use Intelligence Evaluation Framework for LLMs.

Last synced: 17 Aug 2025

https://github.com/zjunlp/steer-target-atoms

[ACL 2025] Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms

acl2025 artificial-intelligence controlled-generation easyedit2 knowledge-editing large-language-models model-editing natural-language-processing safety sta steering-behaviors

Last synced: 13 Jun 2025

https://github.com/zjunlp/kano

[Nature Machine Intelligence 2023] Knowledge Graph-enhanced Molecular Contrastive Learning with Functional Prompt

contrastive-learning knowledge-graph knowledge-informed-prompt-learning molecule nature-machine-intelligence prompt prompt-learning

Last synced: 29 Sep 2025

https://github.com/zjunlp/zjunlp.github.io

Last synced: 13 Jun 2025

https://github.com/zjunlp/chineseharm-bench

ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark

artificial-intelligence benchmark chinese chineseharm-bench harmful-content-detection knowledge-augmentation large-language-models natural-language-processing resource safety

Last synced: 13 Jun 2025

https://github.com/zjunlp/knowledge2data

Spatial Knowledge Graph-Guided Synthesis for Multimodal LLMs

generation kg2data knowledge-graph large-language-models multimodal-large-language-models natural-language-processing spatial-knowledge-graph synthetic-data visual-question-answering

Last synced: 13 Jun 2025

https://github.com/zjunlp/synworld

Last synced: 21 Jul 2025

https://github.com/zjunlp/autosteer

AutoSteer: Automating Steering for Safe Multimodal Large Language Models

Last synced: 03 Aug 2025

https://github.com/zjunlp/dqsetgen

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

Last synced: 13 Jun 2025

https://github.com/zjunlp/knowledge-rumination

Code for the paper "Knowledge Rumination for Pre-trained Language Models."

commonsense-reasoning gpt-3 knowledge-rumination large-language-models natural-language-processing pre-trained-language-models prompt-engineering pytorch question-answering

Last synced: 13 Jun 2025

https://github.com/zjunlp/editbias

EditBias: Debiasing Stereotyped Language Models via Model Editing

artificial-intelligence bias debiasing easyedit editbias knowledge-editing model-editing nlp stereotypes trustworthy-ai

Last synced: 13 Jun 2025