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Sudhanshu Singh

2 accepted papers

2024

One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation

ACL 2024long

Evaluation of opinion summaries using conventional reference-based metrics often fails to provide a comprehensive assessment and exhibits limited correlation with human judgments. While Large Language Models (LLMs) have shown promise as reference-free metrics for NLG evaluation, their potential rema…

2024

Product Description and QA Assisted Self-Supervised Opinion Summarization

NAACL 2024findings

In e-commerce, opinion summarization is the process of summarizing the consensus opinions found in product reviews. However, the potential of additional sources such as product description and question-answers (QA) has been considered less often. Moreover, the absence of any supervised training data…