Rishav Sahay — accepted AI-conference papers

2025

AutoEval-ToD: Automated Evaluation of Task-oriented Dialog Systems

Arihant Jain, Purav Aggarwal, Rishav Sahay, Chaosheng Dong, Anoop Saladi

NAACL 2025long

Task-oriented Dialog systems (ToD) are essential in automating user interactions, but their complex design and dynamic nature make evaluation particularly challenging. Current evaluation methodologies heavily depend on human annotators, which can be inefficient, subjective, and expensive to scale. T…

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2025

AutoKB: Automated Creation of Structured Knowledge Bases for Domain-Specific Support

Rishav Sahay, Arihant Jain, Purav Aggarwal, Anoop Saladi

NAACL 2025industry

Effective customer support requires domain-specific solutions tailored to users’ issues. However, LLMs like ChatGPT, while excelling in open-domain tasks, often face challenges such as hallucinations, lack of domain compliance, and imprecise solutions when applied to specialized contexts. RAG-based…

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