Quasi-random Multi-Sample Inference for Large Language Models. - Aditya Parashar; Aditya Vikram Singh; Avinash Amballa; Jinlin Lai; Benjamin Rozonoyer (CoRR, 2024)

MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback. - Zonghai Yao; Aditya Parashar; Huixue Zhou; Won Seok Jang; Feiyun Ouyang; Zhichao Yang 001; Hong Yu 001 (NAACL (Long Papers), 2025)

Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and Accountability. - Genta Indra Winata; David Anugraha; Emmy Liu; Alham Fikri Aji; Shou-Yi Hung; Aditya Parashar; Patrick Amadeus Irawan; Ruochen Zhang; Zheng-Xin Yong; Jan Christian Blaise Cruz; Niklas Muennighoff; Seungone Kim; et al. (CoRR, 2025)

Open-ended Scientific Discovery via Bayesian Surprise. - Dhruv Agarwal 003; Bodhisattwa Prasad Majumder; Reece Adamson; Megha Chakravorty; Satvika Reddy Gavireddy; Aditya Parashar; Harshit Surana; Bhavana Dalvi Mishra; Andrew McCallum; Ashish Sabharwal; Peter Clark (CoRR, 2025)