Search Results for author: ar

Found 9 papers, 0 papers with code

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

Multilevel Heuristics for Rationale-Based Entity Relation Classification in Sentences

no code implementations COLING 2018 Shiou Tian Hsu, M Chaudhary, ar, Nagiza Samatova

Rationale-based models provide a unique way to provide justifiable results for relation classification models by identifying rationales (key words and phrases that a person can use to justify the relation in the sentence) during the process.

Classification General Classification +3

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

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