Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge
LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition
Flair is a transformer-based natural language processing framework used to build and train models for text classification and sequence tagging. It provides a specialized library for generating contextual text embeddings and performing linguistic analysis. The framework includes dedicated tools for named entity recognition, including the identification of specialized biomedical entities across multiple languages. It further supports entity linking to map identified text mentions to unique entries within general or biomedical knowledge bases. The project covers a broad range of language analys
Flair is a natural language processing framework for training and applying models for sequence labeling and text classification. It provides a system for generating word embeddings and identifying semantic entities within text. The framework includes a dedicated system for zero and few-shot learning, enabling text classification and entity extraction using minimal training examples by leveraging pre-trained knowledge. Its capabilities cover named entity recognition, sentiment analysis, and the training of specialized models using custom datasets. It also includes tooling for the visual highl
Dependencies are managed using Poetry. Use poetry install to install dependencies. You can then use poetry shell to obtain a shell with the created virtual environment activated.
Principalele funcționalități ale compnet/conivel sunt: Knowledge Retrieval, Named Entity Recognition.
Alternativele open-source pentru compnet/conivel includ: jinyuanli0012/pgim — Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge. jinyuanli0012/riveg — LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition. zalandoresearch/flair — Flair is a natural language processing framework for training and applying models for sequence labeling and text… flairnlp/flair — Flair is a transformer-based natural language processing framework used to build and train models for text… llmware-ai/llmware — llmware is a Python framework for AI agent orchestration and model management, designed to coordinate multi-model… chatchat-space/langchain-chatchat — Langchain-Chatchat is a system for building retrieval-augmented generation applications and autonomous AI agents. It…