Zhang-Mozhi / PromptNER
The code for “PromptNER: A Prompting Method for Few-shot Named Entity Recognition via k Nearest Neighbor Search”
☆15Updated 10 months ago
Alternatives and similar repositories for PromptNER:
Users that are interested in PromptNER are comparing it to the libraries listed below
- Rethinking Negative Instances for Generative Named Entity Recognition☆48Updated 9 months ago
- [ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"☆38Updated last year
- [EMNLP2024] Aligning Large Language Models on Information Extraction☆37Updated 2 months ago
- [ACL 23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors☆33Updated 7 months ago
- Code for the paper "PromptNER: Prompt Locating and Typing for Named Entity Recognition", accepted at ACL 2023.☆87Updated last year
- EMNLP'2023 (Findings): Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!☆40Updated 9 months ago
- [ACL 2024] ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis.☆55Updated 3 weeks ago
- ☆62Updated 4 months ago
- An open-source conversational language model developed by the Knowledge Works Research Laboratory at Fudan University.☆64Updated last year
- A framework for editing the CoTs for better factuality☆47Updated last year
- [SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction☆42Updated last year
- [Findings of EMNLP2023] Code of Paper "Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation".☆30Updated 11 months ago
- The github repository for the paper at COLING 2025: Retrieval Augmented Instruction Tuning for Open NER with Large Language Models.☆19Updated 6 months ago
- An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extrac…☆131Updated last year
- Code and Data Repo for [ACL 2023] Paper "Element-aware Summary and Summary Chain-of-Thought (SumCoT)"☆54Updated 11 months ago
- [ICLR24] The open-source repo of THU-KEG's KoLA benchmark.☆50Updated last year
- ☆31Updated 11 months ago
- Code and data for the paper "Can Large Language Models Understand Real-World Complex Instructions?"(AAAI2024)☆46Updated 9 months ago
- The GitHub repository for the paper "Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning" accepte…☆18Updated 10 months ago
- This is the code repo for the paper <UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction>☆15Updated last year
- The folk code of UniKGQA-ICLR-2023☆46Updated last year
- [WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction☆197Updated last year
- Code for Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks☆50Updated 9 months ago
- ☆69Updated last year
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embedd…☆54Updated last month
- The code and data for our paper (EMNLP 2023 findings) "Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition".☆31Updated 7 months ago
- Repo for ACL2023 paper "Plug-and-Play Knowledge Injection for Pre-trained Language Models"☆59Updated 9 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…☆23Updated 2 months ago
- Code repo for ACL22 paper "DeepStruct: Pretraining of Language Models for Structure Prediction"☆82Updated 2 years ago
- ☆48Updated 10 months ago