From the 1 of 6 linked papers with an AI index.
1 citations · 1 across the 2 of their papers we have counts for
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QUBO-Optimized Evidence Selection for Retrieval-Augmented Question Answering with Unconventional Solvers
Rahul Singh, Madhav Vadlamani
The paper proposes formulating evidence selection for retrieval-augmented question answering as a QUBO problem, enabling combinatorial optimization of passage sets that satisfy mul…
ConDABench: Interactive Evaluation of Language Models for Data Analysis
Avik Dutta, Priyanshu Gupta, Hosein Hasanbeig +6
Real-world data analysis tasks often come with under-specified goals and unclean data. User interaction is necessary to understand and disambiguate a user's intent, and hence, esse…
Downstream bias mitigation is all you need
Arkadeep Baksi, Rahul Singh, Tarun Joshi
The advent of transformer-based architectures and large language models (LLMs) have significantly advanced the performance of natural language processing (NLP) models. Since these…
Automatic Generation of Behavioral Test Cases For Natural Language Processing Using Clustering and Prompting
Ying Li, Rahul Singh, Tarun Joshi +1
Recent work in behavioral testing for natural language processing (NLP) models, such as Checklist, is inspired by related paradigms in software engineering testing. They allow eval…