Search Results for author: Somesh Mohapatra

Found 4 papers, 1 papers with code

The (In)Effectiveness of Intermediate Task Training For Domain Adaptation and Cross-Lingual Transfer Learning

no code implementations3 Oct 2022 Sovesh Mohapatra, Somesh Mohapatra

Transfer learning from large language models (LLMs) has emerged as a powerful technique to enable knowledge-based fine-tuning for a number of tasks, adaptation of models for different domains and even languages.

Cross-Lingual Transfer Domain Adaptation +6

Sentiment is all you need to win US Presidential elections

no code implementations27 Sep 2022 Sovesh Mohapatra, Somesh Mohapatra

Election speeches play an integral role in communicating the vision and mission of the candidates.

Open-Ended Question Answering

Chemistry-informed Macromolecule Graph Representation for Similarity Computation and Supervised Learning

no code implementations ICLR Workshop GTRL 2021 Somesh Mohapatra, Joyce An, Rafael Gomez-Bombarelli

Macromolecules are large, complex molecules composed of covalently bonded monomer units, existing in different stereochemical configurations and topologies.

Decision Making

GLAMOUR: Graph Learning over Macromolecule Representations

1 code implementation3 Mar 2021 Somesh Mohapatra, Joyce An, Rafael Gómez-Bombarelli

The near-infinite chemical diversity of natural and artificial macromolecules arises from the vast range of possible component monomers, linkages, and polymers topologies.

Decision Making Graph Learning

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