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information-extraction
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Easy-to-use and powerful LLM and SLM library with awesome model zoo.
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
Snips Python library to extract meaning from text
Deep neural network to extract intelligent information from invoice documents.
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
A curated list of resources for Document Understanding (DU) topic
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
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)
[ACL 2020] A Novel Cascade Binary Tagging Framework for Relational Triple Extraction
AIL framework - Analysis Information Leak framework
LLM-based ontological extraction tools, including SPIRES
Uscrapper Vanta: Dive deeper into the web with this powerful open-source tool. Extract valuable insights with ease and efficiency, from both surface and deep web sources. Empower your data mining and analysis with Vanta's advanced capabilities. Fast, reliable, and user-friendly, Uscrapper Vanta is the ultimate choice for researchers and analysts.
A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)
PaddleNLP UIE模型的PyTorch版实现
A list of NLP resources focused on event extraction task
Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing