pkuserc / ChatGPT_for_IE
Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness
☆144Updated 6 months ago
Alternatives and similar repositories for ChatGPT_for_IE:
Users that are interested in ChatGPT_for_IE are comparing it to the libraries listed below
- An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extrac…☆132Updated last year
- A large-scale complex question answering evaluation of ChatGPT and similar large-language models☆38Updated 10 months ago
- [ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"☆39Updated last year
- YuLan-IR: Information Retrieval Boosted LMs☆218Updated last year
- ☆92Updated last year
- ☆95Updated last year
- A Paper List of Low-resource Information Extraction☆125Updated 3 months ago
- An Open-Source Package for Information Retrieval☆159Updated last month
- Official Code for "PPT: Pre-trained Prompt Tuning for Few-shot Learning". ACL 2022☆108Updated 2 years ago
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆79Updated last year
- Prompt Tuning with Rules☆159Updated 2 years ago
- An open-source and powerful Information Extraction toolkit based on GPT (GPT for Information Extraction; GPT4IE for short)。Note: we set a…☆173Updated last year
- MEASURING MASSIVE MULTITASK CHINESE UNDERSTANDING☆88Updated 11 months ago
- Scaling Sentence Embeddings with Large Language Models☆103Updated 11 months ago
- Code and data for the paper "Can Large Language Models Understand Real-World Complex Instructions?"(AAAI2024)☆47Updated 10 months ago
- Papers and Resources for Information Extraction via Large Language Models☆32Updated last year
- A framework for editing the CoTs for better factuality☆48Updated last year
- [EMNLP2024] Aligning Large Language Models on Information Extraction☆43Updated 4 months ago
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆59Updated last year
- Code for the paper `Text Classification via Large Language Models`.☆78Updated last year
- T2Ranking: A large-scale Chinese benchmark for passage ranking.☆153Updated last year
- 中文大语言模型评测第二期☆70Updated last year
- Universal information extraction with instruction learning☆382Updated this week
- EMNLP'2023 (Findings): Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!☆41Updated 10 months ago
- [WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction☆197Updated last year
- [ACL 23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors☆35Updated 3 weeks ago
- Code for the paper "PromptNER: Prompt Locating and Typing for Named Entity Recognition", accepted at ACL 2023.☆92Updated last year
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆66Updated 6 months ago
- ☆105Updated last year
- A Multi-Turn Dialogue Corpus based on Alpaca Instructions☆169Updated last year