| Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone M Abdin, SA Jacobs, AA Awan, J Aneja, A Awadallah, H Awadalla, ... arXiv preprint arXiv:2404.14219, 2024 | 445 | 2024 |
| Transformer-XH: Multi-evidence Reasoning with Extra Hop Attention C Zhao, C Xiong, C Rosset, X Song, P Bennett, S Tiwary The Eighth International Conference on Learning Representations (ICLR 2020), 2020 | 126 | 2020 |
| Orca 2: Teaching Small Language Models How to Reason A Mitra, L Del Corro, S Mahajan, A Codas, C Simoes, S Agarwal, X Chen, ... arXiv preprint arXiv:2311.11045, 2023 | 110 | 2023 |
| Leading Conversational Search by Suggesting Useful Questions C Rosset, C Xiong, X Song, D Campos, N Craswell, S Tiwary, P Bennett Proceedings of The Web Conference 2020, 1160-1170, 2020 | 95 | 2020 |
| Knowledge-Aware Language Model Pretraining C Rosset, C Xiong, M Phan, X Song, P Bennett, S Tiwary arXiv preprint arXiv:2007.00655, 2020 | 76 | 2020 |
| Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences C Rosset, CA Cheng, A Mitra, M Santacroce, A Awadallah, T Xie arXiv preprint arXiv:2404.03715, 2024 | 62 | 2024 |
| Generic intent representation in web search H Zhang, X Song, C Xiong, C Rosset, PN Bennett, N Craswell, S Tiwary Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019 | 59 | 2019 |
| Orca-Math: Unlocking the potential of SLMs in Grade School Math A Mitra, H Khanpour, C Rosset, A Awadallah arXiv preprint arXiv:2402.14830, 2024 | 40 | 2024 |
| Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks B Mitra, C Rosset, D Hawking, N Craswell, F Diaz, E Yilmaz arXiv preprint arXiv:1907.03693, 2019 | 35 | 2019 |
| Optimizing Query Evaluations using Reinforcement Learning for Web Search C Rosset, D Jose, G Ghosh, B Mitra, S Tiwary The 41st International ACM SIGIR Conference on Research & Development in …, 2018 | 33 | 2018 |
| An axiomatic approach to regularizing neural ranking models C Rosset, B Mitra, C Xiong, N Craswell, X Song, S Tiwary Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019 | 27 | 2019 |
| Contextual Re-Ranking with Behavior Aware Transformers C Qu, C Xiong, Y Zhang, C Rosset, WB Croft, P Bennett Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 24 | 2020 |
| Deep Canonically Correlated LSTMs N Mallinar, C Rosset arXiv preprint arXiv:1801.05407, 2018 | 22 | 2018 |
| Zero-shot Clarifying Question Generation for Conversational Search Z Wang, Y Tu, C Rosset, N Craswell, M Wu, Q Ai Proceedings of the ACM Web Conference 2023, 3288-3298, 2023 | 18 | 2023 |
| Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF T Xie, DJ Foster, A Krishnamurthy, C Rosset, A Awadallah, A Rakhlin arXiv preprint arXiv:2405.21046, 2024 | 12 | 2024 |
| Contrastive Post-training Large Language Models on Data Curriculum C Xu, C Rosset, L Del Corro, S Mahajan, J McAuley, J Neville, ... arXiv preprint arXiv:2310.02263, 2023 | 11 | 2023 |
| AgentInstruct: Toward Generative Teaching with Agentic Flows A Mitra, L Del Corro, G Zheng, S Mahajan, D Rouhana, A Codas, Y Lu, ... arXiv preprint arXiv:2407.03502, 2024 | 6 | 2024 |
| Using a multi-task-trained neural network to guide interaction with a query-processing system via useful suggestions CL Rosset, C Xiong, PN Bennett, SK Tiwary, DF Campos, X Song, ... US Patent 11,853,362, 2023 | 5 | 2023 |
| Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories S Ge, C Xiong, C Rosset, A Overwijk, J Han, P Bennett arXiv preprint arXiv:2302.03754, 2023 | 5 | 2023 |
| Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents C Rosset, HL Chung, G Qin, EC Chau, Z Feng, A Awadallah, J Neville, ... arXiv preprint arXiv:2402.17896, 2024 | 4 | 2024 |
Chenyan XiongAssociate Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
