Learning without gradient descent encoded by the dynamics of a neurobiological model. - Vivek Kurien George; Vikash Morar; Weiwei Yang; Jonathan Larson; Bryan Tower; Shweti Mahajan; Arkin Gupta; Christopher M. White; Gabriel A. Silva (CoRR, 2021)

Leveraging semantically similar queries for ranking via combining representations. - Hayden S. Helm; Marah Ihab Abdin; Benjamin D. Pedigo; Shweti Mahajan; Vince Lyzinski; Youngser Park; Amitabh Basu; Piali Choudhury; Christopher M. White; Weiwei Yang 004; Carey E. Priebe (CoRR, 2021)

Lexi: Self-Supervised Learning of the UI Language. - Pratyay Banerjee; Shweti Mahajan; Kushal Arora; Chitta Baral; Oriana Riva (EMNLP (Findings), 2022)

Contrastive Post-training Large Language Models on Data Curriculum. - Canwen Xu; Corby Rosset; Luciano Del Corro; Shweti Mahajan; Julian J. McAuley; Jennifer Neville; Ahmed Hassan Awadallah; Nikhil Rao 001 (CoRR, 2023)

Orca 2: Teaching Small Language Models How to Reason. - Arindam Mitra; Luciano Del Corro; Shweti Mahajan; Andrés Codas; Clarisse Simões; Sahaj Agrawal; Xuxi Chen; Anastasia Razdaibiedina; Erik Jones; Kriti Aggarwal; Hamid Palangi; Guoqing Zheng; et al. (CoRR, 2023)

Automatic Pair Construction for Contrastive Post-training. - Canwen Xu; Corby Rosset; Ethan C. Chau; Luciano Del Corro; Shweti Mahajan; Julian J. McAuley; Jennifer Neville; Ahmed Awadallah 001; Nikhil Rao 001 (NAACL-HLT (Findings), 2024)

AgentInstruct: Toward Generative Teaching with Agentic Flows. - Arindam Mitra; Luciano Del Corro; Guoqing Zheng; Shweti Mahajan; Dany Rouhana; Andrés Codas; Yadong Lu; Weige Chen; Olga Vrousgos; Corby Rosset; Fillipe Silva; Hamed Khanpour; et al. (CoRR, 2024)