Improved Contextual Recognition In Automatic Speech Recognition Systems By Semantic Lattice Rescoring. - Ankitha Sudarshan; Vinay Samuel; Parth Patwa; Ibtihel Amara; Aman Chadha (CoRR, 2023)

Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges. - Vinay Samuel; Houda Aynaou; Arijit Ghosh Chowdhury; Karthik Venkat Ramanan; Aman Chadha (ACL (Student Research Workshop), 2024)

ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction. - Henry Peng Zou; Vinay Samuel; Yue Zhou; Weizhi Zhang 001; Liancheng Fang; Zihe Song 001; Philip S. Yu; Cornelia Caragea (ACL (Findings), 2024)

TLDR at SemEval-2024 Task 2: T5-generated clinical-Language summaries for DeBERTa Report Analysis. - Spandan Das; Vinay Samuel; Shahriar Noroozizadeh (SemEval@NAACL, 2024)

PersonaGym: Evaluating Persona Agents and LLMs. - Vinay Samuel; Henry Peng Zou; Yue Zhou; Shreyas Chaudhari; Ashwin Kalyan; Tanmay Rajpurohit; Ameet Deshpande; Karthik Narasimhan; Vishvak Murahari (CoRR, 2024)

Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration. - Yijia Shao; Vinay Samuel; Yucheng Jiang; John Yang 002; Diyi Yang (CoRR, 2024)

Towards Data Contamination Detection for Modern Large Language Models: Limitations, Inconsistencies, and Oracle Challenges. - Vinay Samuel; Yue Zhou; Henry Peng Zou (COLING, 2025)

NoveltyBench: Evaluating Language Models for Humanlike Diversity. - Yiming Zhang; Harshita Diddee; Susan Holm; Hanchen Liu; Xinyue Liu; Vinay Samuel; Barry Wang; Daphne Ippolito (CoRR, 2025)

CIE: Controlling Language Model Text Generations Using Continuous Signals. - Vinay Samuel; Harshita Diddee; Yiming Zhang; Daphne Ippolito (CoRR, 2025)