Search Results for author: Paul Barry

Found 3 papers, 0 papers with code

Jointly Learning Clinical Entities and Relations with Contextual Language Models and Explicit Context

no code implementations17 Feb 2021 Paul Barry, Sam Henry, Meliha Yetisgen, Bridget McInnes, Ozlem Uzuner

We hypothesize that explicit integration of contextual information into an Multi-task Learning framework would emphasize the significance of context for boosting performance in jointly learning Named Entity Recognition (NER) and Relation Extraction (RE).

Multi-Task Learning named-entity-recognition +4

On the duals of the Fibonacci and Catalan-Fibonacci polynomials and Motzkin paths

no code implementations25 Jan 2021 Paul Barry

We use the inversion of coefficient arrays to define dual polynomials to the Fibonacci and Catalan-Fibonacci polynomials, and we explore the properties of these new polynomials sequences.

Combinatorics Primary 11B39, Secondary 11B83, 15B36, 11C20

Deep Learning for Identification of Adverse Effect Mentions In Twitter Data

no code implementations WS 2019 Paul Barry, Ozlem Uzuner

Social Media Mining for Health Applications (SMM4H) Adverse Effect Mentions Shared Task challenges participants to accurately identify spans of text within a tweet that correspond to Adverse Effects (AEs) resulting from medication usage (Weissenbacher et al., 2019).

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