Discover zjunlp/IEDatasetZoo Open Source project by ZJUNLP (@zjunlp)

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Information Extraction Dataset Zoo.

DeepKE

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

Python

3,517

EasyEdit

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

Jupyter Notebook

1,815

LLMAgentPapers

Must-read Papers on LLM Agents.

1,683

KnowLM

An Open-sourced Knowledgable Large Language Model Framework.

Python

1,209

Prompt4ReasoningPapers

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

863

KnowledgeEditingPapers

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

843

PromptKG

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

Python

690

EasyInstruct

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

Python

357

AutoKG

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

Python

345

OpenUE

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

Python

321

Mol-Instructions

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

Python

233

KnowPrompt

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

Python

194

MKGformer

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

Python

167

KnowAgent

KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents

Python

163

AutoAct

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

Python

162

IEPile

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

Python

158

OntoProtein

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

Python

141

DocuNet

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

Python

130

DART

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

Python

127

MolGen

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

Python

124

Relphormer

[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation

Python

120

Low-resource-KEPapers

A Paper List of Low-resource Information Extraction

114

OneGen

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

Python

114

Generative_KG_Construction_Papers

[EMNLP 2022] Generative Knowledge Graph Construction: A Review

104

HVPNeT

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

Python

MachineSoM

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

Python

MKG_Analogy

[ICLR 2023] Multimodal Analogical Reasoning over Knowledge Graphs

Python

FactCHD

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

Python

NLP4SciencePapers

Must-read papers on NLP for science.

KNN-KG

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

Python

KnowledgeCircuits

Knowledge Circuits in Pretrained Transformers

Python

ChatCell

ChatCell: Facilitating Single-Cell Analysis with Natural Language

Python

RAP

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

Python

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)

Python

TRICE

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

Python

DocED

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

Python

Kformer

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

Python

LREBench

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

Python

ContinueMKGC

[IJCAI 2024] Continual Multimodal Knowledge Graph Construction

Python

WKM

Agent Planning with World Knowledge Model

Python

DiagnoseRE

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

Python

OceanGPT

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

PitfallsKnowledgeEditing

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

Python

AdaKGC

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

Python

knowledge-rumination

[EMNLP 2023] Knowledge Rumination for Pre-trained Language Models

Python

KnowUnDo

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

Python

EasyDetect

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

Python

OneEdit

OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System.

Python

SPEECH

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

Python

NLPCC2024_RegulatingLLM

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

SemEval2021Task4

The 4th rank system of the SemEval 2021 Task4.

Python

Revisit-KNN

[CCL 2023] Revisiting k-NN for Fine-tuning Pre-trained Language Models

Python

EasyEval

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

Python

BiasEdit

Debiasing Stereotyped Language Models via Model Editing

Python

zjunlp.github.io

HTML

project

Project homepages for the NLP & KG Group of Zhejiang University

JavaScript

DQSetGen

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

Python

L2A

Python

KnowFM

EditBias

EditBias: Debiasing Stereotyped Language Models via Model Editing

Python

zjunlp/IEDatasetZoo

zjunlp

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