Register Tokens for Bounded-State Reasoning in Diffusion Language Models
Albert Ge, Chinmay Singh, Yu-Fan Zhuang, Xiaodong Liu, Jian-Feng Gao, Frederic Sala
September 2026
arXiv | September 2026
Chinmay Singh
Principal Research Software Development Engineer
出版物
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Reinforcement Learning over Patient Trajectories for Clinical Reasoning in EHR Foundation Models
Yu-Xin Xiao, Sheng Zhang, Chinmay Singh, Tristan Naumann, Hoifung Poon, Jian-Feng Gao, Xiaodong Liu
September 2026
arXiv | September 2026
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FrogNano: Training a 4B Coding Agent via Online Task Synthesis
Minseon Kim, Zheng-Yan Shi, Emiliano Penaloza, Christopher Z. Cui, Roger Creus Castanyer, M. Hashemzadeh, Isadora White, Jonathan Light, Jeonghye Kim, Matheus Pereira, Darya Moldavskaya, Chinmay Singh, Fabio Vera, Baolin Peng, Xing-Di Yuan, Marc-Alexandre Côté, Alessandro Sordoni
September 2026
arXiv | September 2026
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StudentSim: Training LLM-based Student Simulators
Ke Yang, Chenglong Wang, Michel Galley, Chinmay Singh, Jeevana Priya Inala, C. Zhai, Jianfeng Gao
September 2026
arXiv | September 2026
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Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets
Gagan Bansal, Wenyue Hua, Zezhou Huang, Adam Fourney, Amanda Swearngin, Will Epperson, Tyler Payne, Jake Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David Rothschild, Aleksandrs Slivkins, Daniel G. Goldstein, Hussein Mozannar, Nicole Immorlica, Maya Murad, Matthew Vogel, Subbarao Kambhampati, Eric Horvitz, Saleema Amershi
MSR-TR-2025-50 | October 2025
Microsoft による投稿
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Gistify! Codebase-Level Understanding via Runtime Execution
Hyunji Lee, Minseon Kim, Chinmay Singh, Matheus Pereira, Atharv Sonwane, Isadora White, Elias Stengel-Eskin, Mohit Bansal, Zhengyan Shi, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan, Lucas Caccia
ICLR 2026 | October 2025
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debug-gym: A Text-Based Environment for Interactive Debugging
Xingdi Yuan, Morgane M Moss, Charbel Feghali, Chinmay Singh, Darya Moldavskaya, Drew MacPhee, Lucas Caccia, Matheus Pereira, Minseon Kim, Alessandro Sordoni, Marc-Alexandre Côté
March 2025
ArXiv | March 2025
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ASL STEM Wiki: Dataset and Benchmark for Interpreting STEM Articles
Kayo Yin, Chinmay Singh, Fyodor O. Minakov, Vanessa Milan, Hal Daumé, Cyril Zhang, Alex Lu, Danielle Bragg
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing | November 2024
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ASL Citizen: A Community-Sourced Dataset for Advancing Isolated Sign Language Recognition
Aashaka Desai, Lauren Berger, Fyodor O. Minakov, Vanessa Milan, Chinmay Singh, Kriston Pumphrey, Richard E. Ladner, Hal Daumé III, Alex Lu, Naomi Caselli, Danielle Bragg
Advances in Neural Information Processing Systems (NeurIPS) 36 | June 2023
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Register Tokens for Bounded-State Reasoning in Diffusion Language Models
Albert Ge, Chinmay Singh, Yu-Fan Zhuang, Xiaodong Liu, Jian-Feng Gao, Frederic Sala
September 2026
arXiv | September 2026
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Reinforcement Learning over Patient Trajectories for Clinical Reasoning in EHR Foundation Models
Yu-Xin Xiao, Sheng Zhang, Chinmay Singh, Tristan Naumann, Hoifung Poon, Jian-Feng Gao, Xiaodong Liu
September 2026
arXiv | September 2026
-
FrogNano: Training a 4B Coding Agent via Online Task Synthesis
Minseon Kim, Zheng-Yan Shi, Emiliano Penaloza, Christopher Z. Cui, Roger Creus Castanyer, M. Hashemzadeh, Isadora White, Jonathan Light, Jeonghye Kim, Matheus Pereira, Darya Moldavskaya, Chinmay Singh, Fabio Vera, Baolin Peng, Xing-Di Yuan, Marc-Alexandre Côté, Alessandro Sordoni
September 2026
arXiv | September 2026
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StudentSim: Training LLM-based Student Simulators
Ke Yang, Chenglong Wang, Michel Galley, Chinmay Singh, Jeevana Priya Inala, C. Zhai, Jianfeng Gao
September 2026
arXiv | September 2026
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Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets
Gagan Bansal, Wenyue Hua, Zezhou Huang, Adam Fourney, Amanda Swearngin, Will Epperson, Tyler Payne, Jake Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David Rothschild, Aleksandrs Slivkins, Daniel G. Goldstein, Hussein Mozannar, Nicole Immorlica, Maya Murad, Matthew Vogel, Subbarao Kambhampati, Eric Horvitz, Saleema Amershi
MSR-TR-2025-50 | October 2025
Microsoft による投稿
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Gistify! Codebase-Level Understanding via Runtime Execution
Hyunji Lee, Minseon Kim, Chinmay Singh, Matheus Pereira, Atharv Sonwane, Isadora White, Elias Stengel-Eskin, Mohit Bansal, Zhengyan Shi, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan, Lucas Caccia
ICLR 2026 | October 2025
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debug-gym: A Text-Based Environment for Interactive Debugging
Xingdi Yuan, Morgane M Moss, Charbel Feghali, Chinmay Singh, Darya Moldavskaya, Drew MacPhee, Lucas Caccia, Matheus Pereira, Minseon Kim, Alessandro Sordoni, Marc-Alexandre Côté
March 2025
ArXiv | March 2025
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ASL STEM Wiki: Dataset and Benchmark for Interpreting STEM Articles
Kayo Yin, Chinmay Singh, Fyodor O. Minakov, Vanessa Milan, Hal Daumé, Cyril Zhang, Alex Lu, Danielle Bragg
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing | November 2024
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Register Tokens for Bounded-State Reasoning in Diffusion Language Models
Albert Ge, Chinmay Singh, Yu-Fan Zhuang, Xiaodong Liu, Jian-Feng Gao, Frederic Sala
September 2026
arXiv | September 2026
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ASL STEM Wiki: Dataset and Benchmark for Interpreting STEM Articles
Kayo Yin, Chinmay Singh, Fyodor O. Minakov, Vanessa Milan, Hal Daumé, Cyril Zhang, Alex Lu, Danielle Bragg
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing | November 2024
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ASL Citizen: A Community-Sourced Dataset for Advancing Isolated Sign Language Recognition
Aashaka Desai, Lauren Berger, Fyodor O. Minakov, Vanessa Milan, Chinmay Singh, Kriston Pumphrey, Richard E. Ladner, Hal Daumé III, Alex Lu, Naomi Caselli, Danielle Bragg
Advances in Neural Information Processing Systems (NeurIPS) 36 | June 2023
-
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Reinforcement Learning over Patient Trajectories for Clinical Reasoning in EHR Foundation Models
Yu-Xin Xiao, Sheng Zhang, Chinmay Singh, Tristan Naumann, Hoifung Poon, Jian-Feng Gao, Xiaodong Liu
September 2026
arXiv | September 2026
-
-
-
FrogNano: Training a 4B Coding Agent via Online Task Synthesis
Minseon Kim, Zheng-Yan Shi, Emiliano Penaloza, Christopher Z. Cui, Roger Creus Castanyer, M. Hashemzadeh, Isadora White, Jonathan Light, Jeonghye Kim, Matheus Pereira, Darya Moldavskaya, Chinmay Singh, Fabio Vera, Baolin Peng, Xing-Di Yuan, Marc-Alexandre Côté, Alessandro Sordoni
September 2026
arXiv | September 2026
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debug-gym: A Text-Based Environment for Interactive Debugging
Xingdi Yuan, Morgane M Moss, Charbel Feghali, Chinmay Singh, Darya Moldavskaya, Drew MacPhee, Lucas Caccia, Matheus Pereira, Minseon Kim, Alessandro Sordoni, Marc-Alexandre Côté
March 2025
ArXiv | March 2025
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StudentSim: Training LLM-based Student Simulators
Ke Yang, Chenglong Wang, Michel Galley, Chinmay Singh, Jeevana Priya Inala, C. Zhai, Jianfeng Gao
September 2026
arXiv | September 2026
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Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets
Gagan Bansal, Wenyue Hua, Zezhou Huang, Adam Fourney, Amanda Swearngin, Will Epperson, Tyler Payne, Jake Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David Rothschild, Aleksandrs Slivkins, Daniel G. Goldstein, Hussein Mozannar, Nicole Immorlica, Maya Murad, Matthew Vogel, Subbarao Kambhampati, Eric Horvitz, Saleema Amershi
MSR-TR-2025-50 | October 2025
Microsoft による投稿
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-
-
ASL Citizen: A Community-Sourced Dataset for Advancing Isolated Sign Language Recognition
Aashaka Desai, Lauren Berger, Fyodor O. Minakov, Vanessa Milan, Chinmay Singh, Kriston Pumphrey, Richard E. Ladner, Hal Daumé III, Alex Lu, Naomi Caselli, Danielle Bragg
Advances in Neural Information Processing Systems (NeurIPS) 36 | June 2023
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-
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Register Tokens for Bounded-State Reasoning in Diffusion Language Models
Albert Ge, Chinmay Singh, Yu-Fan Zhuang, Xiaodong Liu, Jian-Feng Gao, Frederic Sala
September 2026
arXiv | September 2026
-
Reinforcement Learning over Patient Trajectories for Clinical Reasoning in EHR Foundation Models
Yu-Xin Xiao, Sheng Zhang, Chinmay Singh, Tristan Naumann, Hoifung Poon, Jian-Feng Gao, Xiaodong Liu
September 2026
arXiv | September 2026
-
FrogNano: Training a 4B Coding Agent via Online Task Synthesis
Minseon Kim, Zheng-Yan Shi, Emiliano Penaloza, Christopher Z. Cui, Roger Creus Castanyer, M. Hashemzadeh, Isadora White, Jonathan Light, Jeonghye Kim, Matheus Pereira, Darya Moldavskaya, Chinmay Singh, Fabio Vera, Baolin Peng, Xing-Di Yuan, Marc-Alexandre Côté, Alessandro Sordoni
September 2026
arXiv | September 2026
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StudentSim: Training LLM-based Student Simulators
Ke Yang, Chenglong Wang, Michel Galley, Chinmay Singh, Jeevana Priya Inala, C. Zhai, Jianfeng Gao
September 2026
arXiv | September 2026
-
debug-gym: A Text-Based Environment for Interactive Debugging
Xingdi Yuan, Morgane M Moss, Charbel Feghali, Chinmay Singh, Darya Moldavskaya, Drew MacPhee, Lucas Caccia, Matheus Pereira, Minseon Kim, Alessandro Sordoni, Marc-Alexandre Côté
March 2025
ArXiv | March 2025
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Gistify! Codebase-Level Understanding via Runtime Execution
Hyunji Lee, Minseon Kim, Chinmay Singh, Matheus Pereira, Atharv Sonwane, Isadora White, Elias Stengel-Eskin, Mohit Bansal, Zhengyan Shi, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan, Lucas Caccia
ICLR 2026 | October 2025
-
ASL STEM Wiki: Dataset and Benchmark for Interpreting STEM Articles
Kayo Yin, Chinmay Singh, Fyodor O. Minakov, Vanessa Milan, Hal Daumé, Cyril Zhang, Alex Lu, Danielle Bragg
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing | November 2024
-
ASL Citizen: A Community-Sourced Dataset for Advancing Isolated Sign Language Recognition
Aashaka Desai, Lauren Berger, Fyodor O. Minakov, Vanessa Milan, Chinmay Singh, Kriston Pumphrey, Richard E. Ladner, Hal Daumé III, Alex Lu, Naomi Caselli, Danielle Bragg
Advances in Neural Information Processing Systems (NeurIPS) 36 | June 2023
-
-
-
Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets
Gagan Bansal, Wenyue Hua, Zezhou Huang, Adam Fourney, Amanda Swearngin, Will Epperson, Tyler Payne, Jake Hofman, Brendan Lucier, Chinmay Singh, Markus Mobius, Akshay Nambi, Archana Yadav, Kevin Gao, David Rothschild, Aleksandrs Slivkins, Daniel G. Goldstein, Hussein Mozannar, Nicole Immorlica, Maya Murad, Matthew Vogel, Subbarao Kambhampati, Eric Horvitz, Saleema Amershi
MSR-TR-2025-50 | October 2025
Microsoft による投稿
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