Search Results for author: Mai Ha Vu

Found 5 papers, 0 papers with code

Logical Transductions for the Typology of Ditransitive Prosody

no code implementations NAACL (SIGMORPHON) 2022 Mai Ha Vu, Aniello De Santo, Hossep Dolatian

Given the empirical landscape of possible prosodic parses, this paper examines the computations required to formalize the mapping from syntactic structure to prosodic structure.

ImmunoLingo: Linguistics-based formalization of the antibody language

no code implementations26 Sep 2022 Mai Ha Vu, Philippe A. Robert, Rahmad Akbar, Bartlomiej Swiatczak, Geir Kjetil Sandve, Dag Trygve Truslew Haug, Victor Greiff

It would facilitate a better understanding of how differences and similarities between natural language and biological sequences influence the quality of LMs, which is crucial for the design of interpretable models with extractable sequence-functions relationship rules, such as the ones underlying the antibody specificity prediction problem.

Specificity

Linguistically inspired roadmap for building biologically reliable protein language models

no code implementations3 Jul 2022 Mai Ha Vu, Rahmad Akbar, Philippe A. Robert, Bartlomiej Swiatczak, Victor Greiff, Geir Kjetil Sandve, Dag Trygve Truslew Haug

Differences between protein sequence data and linguistic sequence data require the integration of more domain-specific knowledge in protein LMs compared to natural language LMs.

Interpretable Machine Learning

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