Search Results for author: Aditya Srivastava

Found 2 papers, 1 papers with code

TLDR at SemEval-2022 Task 1: Using Transformers to Learn Dictionaries and Representations

no code implementations SemEval (NAACL) 2022 Aditya Srivastava, Harsha Vardhan Vemulapati

We propose a pair of deep learning models, which employ unsupervised pretraining, attention mechanisms and contrastive learning for representation learning from dictionary definitions, and definition modeling from such representations.

Contrastive Learning Representation Learning +2

HCMS at SemEval-2020 Task 9: A Neural Approach to Sentiment Analysis for Code-Mixed Texts

1 code implementation SEMEVAL 2020 Aditya Srivastava, V. Harsha Vardhan

Problems involving code-mixed language are often plagued by a lack of resources and an absence of materials to perform sophisticated transfer learning with.

Sentiment Analysis Sentiment Classification +1

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