Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness
$ git clone https://github.com/pkuserc/ChatGPT_for_IE.gitAn Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extraction (EE) and Aspect-based Sentiment Analysis (ABSA).
[WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.
The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul openai key. If keys exceed plan and are invalid, please tell us. The response speed depends on openai. ( sometimes, the official is too crowded and slow)
[EMNLP 2022] Generative Knowledge Graph Construction: A Review
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)
LLM-based ontological extraction tools, including SPIRES
Data from GitHub · snapshot Sep 24, 2026