Self-Supervision for Named Entity Disambiguation at the Tail

Bi-encoder Based Entity Linking Tutorial. You can run experiment only in 5 minutes. Experiments on Co-lab pro GPU are also supported!

Named Entity Disambiguation and Linking

Code for our WSDM 2022 paper. CLOCQ is a framework which allows efficient access to knowledge bases (KB) for functionalities related to question answering (QA). CLOCQ can retrieve a set of relevant facts from the KB for a given user question. Further, it provides efficient retrieval of KB-neighborhoods, KB-connectivities and labels, aliases etc.

Biomedical Term Annotator

Using a combination of language models and web scraping for a robust named entity normalization engine to create a hierarchical graph data-structure.

Combining Linking Techniques (CLiT) is an entity linking combination and execution framework, allowing for the seamless integration of EL systems and result exploitation for the sake of system reusability, result reproducibility, analysis and continuous improvement. (We hate waste. Especially wasting time. So let's reuse instead!)

Simple exact-matching algorithm to standardise drug names appearing on the DrugBank open-access repository

NER Corpus Processing Library

Named Entity Disambiguation using pretrained BERT word embeddings. Uses spaCy for Named Entity Recognition and candidate generation.

Web People Search (WePS) evaluation resources for benchmarking name disambiguation systems

Probing the Robustness of Pre-trained Language Models for Entity Matching

Python SDK to use Crowlingo APIs

NER Corpus Processing Library

Utility for dictionary-based named entity recognition

Annotated constituency treebank library

Annotated constituency treebank library

NER Corpus Processing Library

Japanese Named Entity Resolution with BERT

Classification dataset generator library for high level Nlp tasks