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Sameer Pimparkhede

2 accepted papers

2025

Main Predicate and Their Arguments as Explanation Signals For Intent Classification

NAACL 2025long

Intent classification is crucial for conversational agents (chatbots), and deep learning models perform well in this area. However, little research has been done on the explainability of intent classification due to the absence of suitable benchmark data. Human annotation of explanation signals in t…

Cited by 0SourcePDFScholar
2024

DocCGen: Document-based Controlled Code Generation

EMNLP 2024main

Recent developments show that Large Language Models (LLMs) produce state-of-the-art performance on natural language (NL) to code generation for resource-rich general-purpose languages like C++, Java, and Python. However, their practical usage for structured domain-specific languages (DSLs) such as Y…