pkuserc / ChatGPT_for_IELinks
Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness
☆144Updated 9 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
Sorting:
- 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☆39Updated last year
- MEASURING MASSIVE MULTITASK CHINESE UNDERSTANDING☆87Updated last year
- ☆94Updated last year
- Official Code for "PPT: Pre-trained Prompt Tuning for Few-shot Learning". ACL 2022☆108Updated 2 years ago
- Universal information extraction with instruction learning☆387Updated 3 months ago
- ☆97Updated last year
- YuLan-IR: Information Retrieval Boosted LMs☆221Updated last year
- Prompt Tuning with Rules☆159Updated 2 years ago
- Repo for ACL2023 paper "Plug-and-Play Knowledge Injection for Pre-trained Language Models"☆61Updated last year
- ☆105Updated 2 years ago
- [ICLR24] The open-source repo of THU-KEG's KoLA benchmark.☆50Updated last year
- [WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction☆202Updated last year
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆80Updated last year
- Code repo for ACL22 paper "DeepStruct: Pretraining of Language Models for Structure Prediction"☆84Updated 2 years ago
- EMNLP'2023 (Findings): Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!☆43Updated last year
- An open-source conversational language model developed by the Knowledge Works Research Laboratory at Fudan University.☆65Updated last year
- Papers and Resources for Information Extraction via Large Language Models☆32Updated 2 years ago
- Code and data for the paper "Can Large Language Models Understand Real-World Complex Instructions?"(AAAI2024)☆48Updated last year
- ☆113Updated 2 years ago
- A framework for editing the CoTs for better factuality☆49Updated last year
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆59Updated last year
- A Paper List of Low-resource Information Extraction☆130Updated 6 months ago
- Scaling Sentence Embeddings with Large Language Models☆107Updated last year
- [ACL 23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors☆36Updated 3 months ago
- [ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"☆40Updated last year
- [COLING 2025] Official Repo for Paper "Beyond Boundaries: Learning Universal Entity Taxonomy across Datasets and Languages for Open Named…☆21Updated 3 months ago
- kpt code☆207Updated 2 years ago
- Code and dataset for the emnlp paper titled Instruct and Extract: Instruction Tuning for On-Demand Information Extraction☆52Updated last year
- EMNLP'2024: Knowledge Verification to Nip Hallucination in the Bud☆22Updated last year