Alternatives and similar repositories for MetaIE

Users that are interested in MetaIE are comparing it to the libraries listed below

• yyDing1 / GNER
  [ACL-24 Findings] Code implementation of Paper "Rethinking Negative Instances for Generative Named Entity Recognition"
  ☆54Updated last year
• mayubo2333 / LLM-IE
  EMNLP'2023 (Findings): Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!
  ☆44Updated last year
• StefanHeng / ProgGen
  Code for paper "ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models"
  ☆17Updated last year
• WhereIsAI / BiLLM
  Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embedd…
  ☆60Updated 7 months ago
• OceannTwT / era-cot
  [ACL 2024] ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis.
  ☆62Updated 7 months ago
• Hannibal046 / SelfMemory
  [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory
  ☆61Updated 2 years ago
• THU-KEG / ADELIE
  [EMNLP2024] Aligning Large Language Models on Information Extraction
  ☆51Updated 8 months ago
• RuochenZhao / Verify-and-Edit
  A framework for editing the CoTs for better factuality
  ☆51Updated last year
• lfy79001 / TableQAKit
  A Toolkit for Table-based Question Answering
  ☆112Updated last year
• quchangle1 / COLT
  The implementation for CIKM 2024: Towards Completeness-Oriented Tool Retrieval for Large Language Models.
  ☆20Updated 8 months ago
• zjunlp / TRICE
  [NAACL 2024] Making Language Models Better Tool Learners with Execution Feedback
  ☆42Updated last year
• TableBench / TableBench
  Official repository for paper "TableBench: A Comprehensive and Complex Benchmark for Table Question Answering"
  ☆67Updated 2 months ago
• liuqi6777 / pe_rank
  Leveraging passage embeddings for efficient listwise reranking with large language models.
  ☆46Updated 7 months ago
• amazon-science / robust-tableqa
  Two approaches for robust TableQA: 1) ITR is a general-purpose retrieval-based approach for handling long tables in TableQA transformer m…
  ☆39Updated last year
• OSU-NLP-Group / QA4RE
  [ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"
  ☆40Updated last year
• OSU-NLP-Group / TableLlama
  [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".
  ☆130Updated last year
• RUCAIBox / LLM-Knowledge-Boundary
  Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"
  ☆82Updated 2 years ago
• weizhepei / InstructRAG
  [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
  ☆112Updated 5 months ago
• WadeYin9712 / Dynosaur
  Code and data for "Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation" (EMNLP 2023)
  ☆64Updated last year
• artpli / CodeIE
  [ACL 23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors
  ☆37Updated 5 months ago
• ZBWpro / PretCoTandKE
  ☆25Updated 2 months ago
• fairyshine / Seal-Tools
  The source code and dataset mentioned in the paper Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmar…
  ☆52Updated 8 months ago
• AdelWang / MIGRES
  ☆18Updated last year
• pkuserc / ChatGPT_for_IE
  Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness
  ☆144Updated 11 months ago
• yzjiao / On-Demand-IE
  Code and dataset for the emnlp paper titled Instruct and Extract: Instruction Tuning for On-Demand Information Extraction
  ☆53Updated last year
• mukhal / PromptRank
  [ACL 2023] Few-shot Reranking for Multi-hop QA via Language Model Prompting
  ☆27Updated 2 years ago
• THUNLP-MT / SKR
  Self-Knowledge Guided Retrieval Augmentation for Large Language Models (EMNLP Findings 2023)
  ☆27Updated last year
• DAMO-NLP-SG / M3Exam
  Data and code for paper "M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models"
  ☆101Updated 2 years ago
• Emma1066 / Retrieval-Augmented-IT-OpenNER
  The github repository for the paper at COLING 2025: Retrieval Augmented Instruction Tuning for Open NER with Large Language Models.
  ☆22Updated last year
• Yinghao-Li / GnO-IE
  Code for "A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction"
  ☆14Updated last year