Healthsea is a spaCy pipeline for analyzing user reviews of supplementary products for their effects on health.

Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data

Winner system (DAMO-NLP) of SemEval 2022 MultiCoNER shared task over 10 out of 13 tracks.

The official implementation of ACL2022``Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks''

🚀 State-of-the-art parsers for natural language.

[COLING'22] Code for "SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER"

Code for "Parallel Instance Query Network for Named Entity Recognition", accepted at ACL 2022.

Robust Self-augmentation for NER with Meta-reweighting

[COLING 22] Domain-Specific NER via Retrieving Correlated Samples.

Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"

SpanMarker for Named Entity Recognition

[Konvens21] This repository contains the DFKI MobIE Corpus, a dataset of 3,232 German-language documents that have been annotated with fine-grained geo-entities, such as streets, stops and routes, …

Code for our paper accepted at EMNLP 2023 (Findings)