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Shashwat Naidu

2 accepted papers

2025

Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification

ACL 2025finding

The explosion of textual data has made manual document classification increasingly challenging. To address this, we introduce a robust, efficient domain-agnostic generative model framework for multi-label text classification. Instead of treating labels as mere atomic symbols, our approach utilizes p…

Cited by 0SourcePDFScholar
2025

Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval

EMNLP 2025

Despite continuous advancements in the capabilities of large language models (LLMs), numerical reasoning remains a challenging area. Techniques like chain-of-thought prompting, tree-of-thought prompting, and program-of-thought prompting guide LLMs through intermediate reasoning steps. Although in-co

Cited by 0SourcePDFScholar