KomeijiForce / MetaIE
This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.
☆27Updated last month
Alternatives and similar repositories for MetaIE:
Users that are interested in MetaIE are comparing it to the libraries listed below
- Rethinking Negative Instances for Generative Named Entity Recognition [ACL 2024 Findings]☆49Updated last year
- Code for paper "ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models"☆17Updated 11 months ago
- A framework for editing the CoTs for better factuality☆50Updated last year
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embedd…☆57Updated 3 months ago
- EMNLP'2023 (Findings): Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!☆41Updated 11 months ago
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆79Updated last year
- ☆15Updated 9 months ago
- [ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"☆39Updated last year
- [ICLR24] The open-source repo of THU-KEG's KoLA benchmark.☆50Updated last year
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆78Updated last month
- [EMNLP2024] Aligning Large Language Models on Information Extraction☆44Updated 4 months ago
- [ACL 2024] ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis.☆55Updated 3 months ago
- Code and dataset for the emnlp paper titled Instruct and Extract: Instruction Tuning for On-Demand Information Extraction☆51Updated last year
- code for paper 《RankingGPT: Empowering Large Language Models in Text Ranking with Progressive Enhancement》☆31Updated last year
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆59Updated last year
- Self-Knowledge Guided Retrieval Augmentation for Large Language Models (EMNLP Findings 2023)☆25Updated last year
- Repo for ACL2023 paper "Plug-and-Play Knowledge Injection for Pre-trained Language Models"☆60Updated 11 months ago
- ☆53Updated 5 months ago
- ☆67Updated last year
- ☆31Updated last year
- Open source code of the paper: "OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain"☆53Updated 3 months ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆65Updated 7 months ago
- The github repository for the paper at COLING 2025: Retrieval Augmented Instruction Tuning for Open NER with Large Language Models.☆19Updated 9 months ago
- ☆36Updated 6 months ago
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆59Updated last year
- Merging Generated and Retrieved Knowledge for Open-Domain QA (EMNLP 2023)☆22Updated last year
- Towards Systematic Measurement for Long Text Quality☆34Updated 6 months ago
- [COLING 2025] NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models☆10Updated 2 months ago
- ☆21Updated last year
- [COLING 2025] Official Repo for Paper "Beyond Boundaries: Learning Universal Entity Taxonomy across Datasets and Languages for Open Named…☆20Updated 3 weeks ago