Corby Rosset

36 papers A* 9Journal 21Unranked 6
YearRankTypeTitle / Venue / Authors
2025 A* conf
Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF.
ICLR
Tengyang Xie, Dylan J. Foster, Akshay Krishnamurthy, Corby Rosset, Ahmed Hassan Awadallah, Alexander Rakhlin
2025 — conf
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents.
ACL (Findings)
Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Hassan Awadallah
2025 J jnl
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents.
CoRR
Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Awadallah
2025 J jnl
Fara-7B: An Efficient Agentic Model for Computer Use.
CoRR
Ahmed Awadallah, Yash Lara, Raghav Magazine, Hussein Mozannar, Akshay Nambi, Yash Pandya, Aravind Rajeswaran, Corby Rosset, Alexey Taymanov, Vibhav Vineet, Spencer Whitehead, Andrew Zhao
2025 J jnl
LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts.
CoRR
Helia Hashemi, Jason Eisner, Corby Rosset, Benjamin Van Durme, Chris Kedzie
2024 J jnl
AgentInstruct: Toward Generative Teaching with Agentic Flows.
CoRR
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, Yash Lara, Ahmed Awadallah
2024 — conf
Automatic Pair Construction for Contrastive Post-training.
NAACL-HLT (Findings)
Canwen Xu, Corby Rosset, Ethan C. Chau, Luciano Del Corro, Shweti Mahajan, Julian J. McAuley, Jennifer Neville, Ahmed Awadallah, Nikhil Rao
2024 J jnl
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences.
CoRR
Corby Rosset, Ching-An Cheng, Arindam Mitra, Michael Santacroce, Ahmed Awadallah, Tengyang Xie
2024 — conf
Dodo: Dynamic Contextual Compression for Decoder-only LMs.
ACL (1)
Guanghui Qin, Corby Rosset, Ethan C. Chau, Nikhil Rao, Benjamin Van Durme
2024 J jnl
Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF.
CoRR
Tengyang Xie, Dylan J. Foster, Akshay Krishnamurthy, Corby Rosset, Ahmed Awadallah, Alexander Rakhlin
2024 — conf
LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts.
ACL (1)
Helia Hashemi, Jason Eisner, Corby Rosset, Benjamin Van Durme, Chris Kedzie
2024 — conf
MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels.
WWW (Companion Volume)
Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul N. Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
2024 J jnl
MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels.
CoRR
Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul N. Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
2024 J jnl
Orca-Math: Unlocking the potential of SLMs in Grade School Math.
CoRR
Arindam Mitra, Hamed Khanpour, Corby Rosset, Ahmed Awadallah
2024 J jnl
Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents.
CoRR
Corby Rosset, Ho-Lam Chung, Guanghui Qin, Ethan C. Chau, Zhuo Feng, Ahmed Awadallah, Jennifer Neville, Nikhil Rao
2023 A* conf
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories.
EMNLP
Suyu Ge, Chenyan Xiong, Corby Rosset, Arnold Overwijk, Jiawei Han, Paul Bennett
2023 J jnl
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories.
CoRR
Suyu Ge, Chenyan Xiong, Corby Rosset, Arnold Overwijk, Jiawei Han, Paul Bennett
2023 A* conf
Axiomatic Preference Modeling for Longform Question Answering.
EMNLP
Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul N. Bennett
2023 J jnl
Axiomatic Preference Modeling for Longform Question Answering.
CoRR
Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett
2023 J jnl
Contrastive Post-training Large Language Models on Data Curriculum.
CoRR
Canwen Xu, Corby Rosset, Luciano Del Corro, Shweti Mahajan, Julian J. McAuley, Jennifer Neville, Ahmed Hassan Awadallah, Nikhil Rao
2023 J jnl
Nugget 2D: Dynamic Contextual Compression for Scaling Decoder-only Language Models.
CoRR
Guanghui Qin, Corby Rosset, Ethan C. Chau, Nikhil Rao, Benjamin Van Durme
2023 — conf
OVERVIEW OF THE TREC 2023 PRODUCT PRODUCT SEARCH TRACK.
TREC
Daniel Campos, Surya Kallumadi, Corby Rosset, Cheng Xiang Zhai, Alessandro Magnani
2023 J jnl
Orca 2: Teaching Small Language Models How to Reason.
CoRR
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, Corby Rosset, Hamed Khanpour, Ahmed Awadallah
2023 J jnl
Overview of the TREC 2023 Product Product Search Track.
CoRR
Daniel Campos, Surya Kallumadi, Corby Rosset, ChengXiang Zhai, Alessandro Magnani
2023 A* conf
Zero-shot Clarifying Question Generation for Conversational Search.
WWW
Zhenduo Wang, Yuancheng Tu, Corby Rosset, Nick Craswell, Ming Wu, Qingyao Ai
2023 J jnl
Zero-shot Clarifying Question Generation for Conversational Search.
CoRR
Zhenduo Wang, Yuancheng Tu, Corby Rosset, Nick Craswell, Ming Wu, Qingyao Ai
2020 A* conf
Contextual Re-Ranking with Behavior Aware Transformers.
SIGIR
Chen Qu, Chenyan Xiong, Yizhe Zhang, Corby Rosset, W. Bruce Croft, Paul N. Bennett
2020 J jnl
Knowledge-Aware Language Model Pretraining.
CoRR
Corby Rosset, Chenyan Xiong, Minh Phan, Xia Song, Paul N. Bennett, Saurabh Tiwary
2020 A* conf
Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention.
ICLR
Chen Zhao, Chenyan Xiong, Corby Rosset, Xia Song, Paul N. Bennett, Saurabh Tiwary
2019 A* conf
An Axiomatic Approach to Regularizing Neural Ranking Models.
SIGIR
Corby Rosset, Bhaskar Mitra, Chenyan Xiong, Nick Craswell, Xia Song, Saurabh Tiwary
2019 J jnl
An Axiomatic Approach to Regularizing Neural Ranking Models.
CoRR
Corby Rosset, Bhaskar Mitra, Chenyan Xiong, Nick Craswell, Xia Song, Saurabh Tiwary
2019 A* conf
Generic Intent Representation in Web Search.
SIGIR
Hongfei Zhang, Xia Song, Chenyan Xiong, Corby Rosset, Paul N. Bennett, Nick Craswell, Saurabh Tiwary
2019 J jnl
Generic Intent Representation in Web Search.
CoRR
Hongfei Zhang, Xia Song, Chenyan Xiong, Corby Rosset, Paul N. Bennett, Nick Craswell, Saurabh Tiwary
2019 J jnl
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks.
CoRR
Bhaskar Mitra, Corby Rosset, David Hawking, Nick Craswell, Fernando Diaz, Emine Yilmaz
2018 A* conf
Optimizing Query Evaluations Using Reinforcement Learning for Web Search.
SIGIR
Corby Rosset, Damien Jose, Gargi Ghosh, Bhaskar Mitra, Saurabh Tiwary
2018 J jnl
Optimizing Query Evaluations using Reinforcement Learning for Web Search.
CoRR
Corby Rosset, Damien Jose, Gargi Ghosh, Bhaskar Mitra, Saurabh Tiwary