Price forecasting & anomaly detection for agricultural commodities in India. - Lovish Madaan; Ankur Sharma; Praneet Khandelwal; Shivank Goel; Parag Singla; Aaditeshwar Seth (COMPASS, 2019)

Transfer Learning for Related Languages: Submissions to the WMT20 Similar Language Translation Task. - Lovish Madaan; Soumya Sharma; Parag Singla (WMT@EMNLP, 2020)

Selective Intervention Planning using Restless Multi-Armed Bandits to Improve Maternal and Child Health Outcomes. - Siddharth Nishtala; Lovish Madaan; Aditya Mate; Harshavardhan Kamarthi; Anirudh Grama; Divy Thakkar; Dhyanesh Narayanan; Suresh Chaudhary; Neha Madhiwalla; Ramesh Padmanabhan; Aparna Hegde; Pradeep Varakantham; et al. (CoRR, 2021)

Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health. - Aditya Mate; Lovish Madaan; Aparna Taneja; Neha Madhiwalla; Shresth Verma; Gargi Singh; Aparna Hegde; Pradeep Varakantham; Milind Tambe (AAAI, 2022)

Treeformer: Dense Gradient Trees for Efficient Attention Computation. - Lovish Madaan; Srinadh Bhojanapalli; Himanshu Jain; Prateek Jain 002 (ICLR, 2023)

Quantifying Variance in Evaluation Benchmarks. - Lovish Madaan; Aaditya K. Singh; Rylan Schaeffer; Andrew Poulton; Sanmi Koyejo; Pontus Stenetorp; Sharan Narang; Dieuwke Hupkes (CoRR, 2024)

HARP: A challenging human-annotated math reasoning benchmark. - Albert S. Yue; Lovish Madaan; Ted Moskovitz; DJ Strouse; Aaditya K. Singh (CoRR, 2024)

Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models. - Lovish Madaan; David Esiobu; Pontus Stenetorp; Barbara Plank; Dieuwke Hupkes (NAACL (Long Papers), 2025)

MLGym: A New Framework and Benchmark for Advancing AI Research Agents. - Deepak Nathani; Lovish Madaan; Nicholas Roberts; Nikolay Bashlykov; Ajay Menon; Vincent Moens; Amar Budhiraja; Despoina Magka; Vladislav Vorotilov; Gaurav Chaurasia; Dieuwke Hupkes; Ricardo Silveira Cabral; et al. (CoRR, 2025)

Correlating and Predicting Human Evaluations of Language Models from Natural Language Processing Benchmarks. - Rylan Schaeffer; Punit Singh Koura; Binh Tang; Ranjan Subramanian; Aaditya K. Singh; Todor Mihaylov; Prajjwal Bhargava; Lovish Madaan; Niladri S. Chatterji; Vedanuj Goswami; Sergey Edunov; Dieuwke Hupkes; et al. (CoRR, 2025)