mayubo2333 / LLM-IE
EMNLP'2023 (Findings): Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!
☆42Updated last year
Alternatives and similar repositories for LLM-IE:
Users that are interested in LLM-IE are comparing it to the libraries listed below
- [ACL 23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors☆36Updated 2 months ago
- [ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"☆39Updated last year
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆80Updated last year
- [ACL 2024] ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis.☆57Updated 4 months ago
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆59Updated last year
- Merging Generated and Retrieved Knowledge for Open-Domain QA (EMNLP 2023)☆22Updated last year
- Rethinking Negative Instances for Generative Named Entity Recognition [ACL 2024 Findings]☆50Updated last year
- ☆17Updated 2 years ago
- [Findings of ACL'2023] Improving Contrastive Learning of Sentence Embeddings from AI Feedback☆39Updated last year
- ☆31Updated last year
- ☆21Updated last year
- This is the code repo for the paper <UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction>☆15Updated last year
- [EMNLP2024] Aligning Large Language Models on Information Extraction☆46Updated 5 months ago
- Repo for ACL2023 paper "Plug-and-Play Knowledge Injection for Pre-trained Language Models"☆60Updated last year
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆59Updated last year
- [COLING 2025] Official Repo for Paper "Beyond Boundaries: Learning Universal Entity Taxonomy across Datasets and Languages for Open Named…☆20Updated last month
- [ACL 2023] This is the code repo for our ACL'23 paper "Augmentation-Adapted Retriever Improves Generalization of Language Models as Gener…☆60Updated 9 months ago
- Official repo for ACL 2023 paper Code4Struct: Code Generation for Few-Shot Structured Prediction from Natural Language.☆42Updated last year
- [EMNLP 2023] C-STS: Conditional Semantic Textual Similarity☆71Updated 11 months ago
- Source code for "A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction" @ NAACL 2022☆36Updated 2 years ago
- Code and data for the paper "Can Large Language Models Understand Real-World Complex Instructions?"(AAAI2024)☆48Updated last year
- ☆81Updated last year
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆69Updated 8 months ago
- EMNLP'2023: Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration☆35Updated last year
- This is the github repository for the paper at NAACL 2024: Self-Improving for Zero-Shot Named Entity Recognition with Large Language Mode…☆42Updated last year
- EMNLP'2024: Knowledge Verification to Nip Hallucination in the Bud☆22Updated last year
- [Findings of EMNLP2023] Code of Paper "Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation".☆30Updated last year
- ☆38Updated last year
- "Few-shot In-context Learning for Knowledge Base Question Answering" [ACL2023]☆61Updated 2 months ago
- This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to a…☆27Updated 2 months ago