microsoft/binder

Production inference for encoder models - ColBERT, GLiNER, ColPali, embeddings etc. - as vLLM plugins for online and in-process deployment

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)

Fast, world class biomedical NER

A near real-time named-entity recognizer

Representation Iterative Fusion Based on Heterogeneous Graph Neural Network for Joint Entity and Relation Extraction

Generalist Multitask Transformer Encoders

Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

A very simple framework for state-of-the-art Natural Language Processing (NLP)