Search Results for author: Aishwarya Naresh Reganti

Found 2 papers, 1 papers with code

On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models

1 code implementation11 Oct 2023 Thilini Wijesiriwardene, Ruwan Wickramarachchi, Aishwarya Naresh Reganti, Vinija Jain, Aman Chadha, Amit Sheth, Amitava Das

Through our analysis, we find that LLMs' ability to identify sentence analogies is positively correlated with their ability to encode syntactic and semantic structures of sentences.

Language Modelling Sentence

ANALOGICAL -- A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models

no code implementations8 May 2023 Thilini Wijesiriwardene, Ruwan Wickramarachchi, Bimal G. Gajera, Shreeyash Mukul Gowaikar, Chandan Gupta, Aman Chadha, Aishwarya Naresh Reganti, Amit Sheth, Amitava Das

Over the past decade, analogies, in the form of word-level analogies, have played a significant role as an intrinsic measure of evaluating the quality of word embedding methods such as word2vec.

Negation Sentence

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