Lovish Madaan

According to our database, Lovish Madaan authored at least 10 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Sanmi Koyejo, Sharan Narang

CoRR, February, 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, Tatiana Shavrina, Jakob N. Foerster, Yoram Bachrach, William Yang Wang, Roberta Raileanu

CoRR, February, 2025

Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models.

Lovish Madaan, David Esiobu, Pontus Stenetorp, Barbara Plank, Dieuwke Hupkes

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

HARP: A challenging human-annotated math reasoning benchmark.

Albert S. Yue, Lovish Madaan, Ted Moskovitz, DJ Strouse, Aaditya K. Singh

CoRR, 2024

Quantifying Variance in Evaluation Benchmarks.

Lovish Madaan, Aaditya K. Singh, Rylan Schaeffer, Andrew Poulton, Sanmi Koyejo, Pontus Stenetorp, Sharan Narang, Dieuwke Hupkes

CoRR, 2024

2023

Treeformer: Dense Gradient Trees for Efficient Attention Computation.

Lovish Madaan, Srinadh Bhojanapalli, Himanshu Jain, Prateek Jain

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

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

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

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, Balaraman Ravindran, Milind Tambe

CoRR, 2021

2020

Transfer Learning for Related Languages: Submissions to the WMT20 Similar Language Translation Task.

Lovish Madaan, Soumya Sharma, Parag Singla

Proceedings of the Fifth Conference on Machine Translation, 2020

2019

Price forecasting & anomaly detection for agricultural commodities in India.

Lovish Madaan, Ankur Sharma, Praneet Khandelwal, Shivank Goel, Parag Singla, Aaditeshwar Seth

Proceedings of the Conference on Computing & Sustainable Societies, 2019