Estimating Mutual Information Between Dense Word Embeddings

no code implementations • ACL 2020 • Vitalii Zhelezniak, Aleks Savkov, ar, Nils Hammerla

In this work we go through a vast literature on estimating MI in such cases and single out the most promising methods, yielding a simple and elegant similarity measure for word embeddings.

Semantic Textual Similarity STS +1

Chunking Clinical Text Containing Non-Canonical Language

no code implementations • WS 2014 • Aleks Savkov, ar, John Carroll, Jackie Cassell

Chunking Constituency Parsing +2

Linguistic Analysis Processing Line for Bulgarian

no code implementations • LREC 2012 • Aleks Savkov, ar, Laska Laskova, Stanislava Kancheva, Petya Osenova, Kiril Simov

This paper presents a linguistic processing pipeline for Bulgarian including morphological analysis, lemmatization and syntactic analysis of Bulgarian texts.

Language Modelling Lemmatization +5