Rastogi, Abhinav

1. Improve Mathematical Reasoning in Language Models by Automated Process Supervision
   2024/06/05 by Liangchen Luo, Yinxiao Liu, Luo, Liangchen +21 · 3 voices · 71 citations
   Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #cs.CL #cs.LG
2. Towards Scalable Multi-domain Conversational Agents: The Schema-Guided\n Dialogue Dataset
   2019/09/12 by Abhinav Rastogi, Rastogi, Abhinav, Xiaoxue Zang +7 · 36 citations
   Computer Science · #Topic Modeling #AI in Service Interactions #Speech and dialogue systems
3. UIBert: Learning Generic Multimodal Representations for UI Understanding
   2021/07/29 by Chongyang Bai, Bai, Chongyang, Xiaoxue Zang +11 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #Web Data Mining and Analysis
4. Building a Conversational Agent Overnight with Dialogue Self-Play
   2018/01/15 by Shah, Pararth, Hakkani-Tür, Dilek, Tür, Gokhan +4 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Description-Driven Task-Oriented Dialog Modeling
   2022/01/21 by Jeffrey Zhao, Zhao, Jeffrey, Raghav Gupta +15 · 3 citations
   Computer Science · #Speech and dialogue systems #Topic Modeling #Multi-Agent Systems and Negotiation
6. Speech Aware Dialog System Technology Challenge (DSTC11)
   2022/12/16 by Hagen Soltau, Soltau, Hagen, Izhak Shafran +15 · 3 citations
   Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
7. Schema-Guided Dialogue State Tracking Task at DSTC8
   2020/02/02 by Rastogi, Abhinav, Zang, Xiaoxue, Sunkara, Srinivas +2 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. Robust Multi-Objective Preference Alignment with Online DPO
   2025/03/01 by Gupta, Raghav, Sullivan, Ryan, Li, Yunxuan +2 · 7 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Magistral
   2025/06/12 by Mistral-AI, :, Rastogi, Abhinav +98 · 8 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. A Fast Unified Model for Parsing and Sentence Understanding
    2016/03/19 by Bowman, Samuel R., Gauthier, Jon, Rastogi, Abhinav +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
11. Text-to-Text Pre-Training for Data-to-Text Tasks
    2020/05/21 by Mihir Kale, Kale, Mihir, Rastogi, Abhinav · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
12. AnyTOD: A Programmable Task-Oriented Dialog System
    2022/12/20 by Jeffrey Zhao, Zhao, Jeffrey, Yuan Cao +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
13. Voxtral
    2025/07/17 by Liu, Alexander H., Ehrenberg, Andy, Lo, Andy +103 · 5 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
14. Parameter Efficient Reinforcement Learning from Human Feedback
    2024/03/15 by Sidahmed, Hakim, Phatale, Samrat, Hutcheson, Alex +16 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
15. Devstral: Fine-tuning Language Models for Coding Agent Applications
    2025/08/08 by Rastogi, Abhinav, Yang, Adam, Jiang, Albert Q. +100 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)