Secure Coding: Building Security into the Software Development Life Cycle. - Russell L. Jones; Abhinav Rastogi (Inf. Secur. J. A Glob. Perspect., 2004)

Dynamic simulator and planning tool for studying the defense and attack strategies in a war-zone. - Siddharth Gulati; Abhinav Rastogi; Manish K. Thakur (IC3, 2015)

Efficient Melodic Query Based Audio Search for Hindustani Vocal Compositions. - Kaustuv Kanti Ganguli; Abhinav Rastogi; Vedhas Pandit; Prithvi Kantan; Preeti Rao (ISMIR, 2015)

A Fast Unified Model for Parsing and Sentence Understanding. - Samuel R. Bowman; Jon Gauthier; Abhinav Rastogi; Raghav Gupta; Christopher D. Manning; Christopher Potts (ACL (1), 2016)

Scalable multi-domain dialogue state tracking. - Abhinav Rastogi; Dilek Hakkani-Tür; Larry P. Heck (ASRU, 2017)

An Efficient Approach to Encoding Context for Spoken Language Understanding. - Raghav Gupta; Abhinav Rastogi; Dilek Hakkani-Tür (INTERSPEECH, 2018)

Multi-task Learning for Joint Language Understanding and Dialogue State Tracking. - Abhinav Rastogi; Raghav Gupta; Dilek Hakkani-Tür (SIGDIAL Conference, 2018)

Building a Conversational Agent Overnight with Dialogue Self-Play. - Pararth Shah; Dilek Hakkani-Tür; Gökhan Tür; Abhinav Rastogi; Ankur Bapna; Neha Nayak; Larry P. Heck (CoRR, 2018)

Learning Question-Guided Video Representation for Multi-Turn Video Question Answering. - Guan-Lin Chao; Abhinav Rastogi; Semih Yavuz; Dilek Hakkani-Tür; Jindong Chen; Ian R. Lane (ViGIL@NeurIPS, 2019)

DeepCopy: Grounded Response Generation with Hierarchical Pointer Networks. - Semih Yavuz; Abhinav Rastogi; Guan-Lin Chao; Dilek Hakkani-Tür (SIGdial, 2019)

WCIS 2019: 1st Workshop on Conversational Interaction Systems. - Abhinav Rastogi; Alexandros Papangelis; Rahul Goel; Chandra Khatri (SIGIR, 2019)

The Eighth Dialog System Technology Challenge. - Seokhwan Kim; Michel Galley; R. Chulaka Gunasekara; Sungjin Lee; Adam Atkinson; Baolin Peng; Hannes Schulz; Jianfeng Gao 001; Jinchao Li; Mahmoud Adada; Minlie Huang; Luis A. Lastras; et al. (CoRR, 2019)

Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset. - Abhinav Rastogi; Xiaoxue Zang; Srinivas Sunkara; Raghav Gupta; Pranav Khaitan (AAAI, 2020)

Template Guided Text Generation for Task-Oriented Dialogue. - Mihir Kale; Abhinav Rastogi (EMNLP (1), 2020)

Text-to-Text Pre-Training for Data-to-Text Tasks. - Mihir Kale; Abhinav Rastogi (INLG, 2020)

Schema-Guided Dialogue State Tracking Task at DSTC8. - Abhinav Rastogi; Xiaoxue Zang; Srinivas Sunkara; Raghav Gupta; Pranav Khaitan (CoRR, 2020)

Few-Shot Natural Language Generation by Rewriting Templates. - Mihir Kale; Abhinav Rastogi (CoRR, 2020)

MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines. - Xiaoxue Zang; Abhinav Rastogi; Srinivas Sunkara; Raghav Gupta; Jianguo Zhang 005; Jindong Chen (CoRR, 2020)

UIBert: Learning Generic Multimodal Representations for UI Understanding. - Chongyang Bai; Xiaoxue Zang; Ying Xu; Srinivas Sunkara; Abhinav Rastogi; Jindong Chen; Blaise Agüera y Arcas (IJCAI, 2021)

Overview of the Eighth Dialog System Technology Challenge: DSTC8. - Seokhwan Kim; Michel Galley; R. Chulaka Gunasekara; Sungjin Lee; Adam Atkinson; Baolin Peng; Hannes Schulz; Jianfeng Gao 001; Jinchao Li; Mahmoud Adada; Minlie Huang; Luis A. Lastras; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Editorial: Special Issue on the Eighth Dialog System Technology Challenge. - Seokhwan Kim; Hannes Schulz; R. Chulaka Gunasekara; Chiori Hori; Abhinav Rastogi; Luis Fernando D'Haro (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems. - Harrison Lee 001; Raghav Gupta; Abhinav Rastogi; Yuan Cao 007; Bin Zhang; Yonghui Wu (AAAI, 2022)

Efficient Entity Embedding Construction from Type Knowledge for BERT. - Yukun Feng; Amir Fayazi; Abhinav Rastogi; Manabu Okumura (AACL/IJCNLP (Findings), 2022)

A Unified Approach to Entity-Centric Context Tracking in Social Conversations. - Ulrich Rückert 003; Srinivas Sunkara; Abhinav Rastogi; Sushant Prakash; Pranav Khaitan (LREC, 2022)

Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue. - Raghav Gupta; Harrison Lee 001; Jeffrey Zhao; Yuan Cao 007; Abhinav Rastogi; Yonghui Wu (NAACL-HLT, 2022)

Description-Driven Task-Oriented Dialog Modeling. - Jeffrey Zhao; Raghav Gupta; Yuan Cao 007; Dian Yu; Mingqiu Wang; Harrison Lee 001; Abhinav Rastogi; Izhak Shafran; Yonghui Wu (CoRR, 2022)

AnyTOD: A Programmable Task-Oriented Dialog System. - Jeffrey Zhao; Yuan Cao 007; Raghav Gupta; Harrison Lee 001; Abhinav Rastogi; Mingqiu Wang; Hagen Soltau; Izhak Shafran; Yonghui Wu (EMNLP, 2023)

Speech Aware Dialog System Technology Challenge (DSTC11). - Hagen Soltau; Izhak Shafran; Mingqiu Wang; Abhinav Rastogi; Jeffrey Zhao; Ye Jia; Wei Han 002; Yuan Cao 007; Aramys Miranda (INTERSPEECH, 2023)

Conversational Recommendation as Retrieval: A Simple, Strong Baseline. - Raghav Gupta; Renat Aksitov; Samrat Phatale; Simral Chaudhary; Harrison Lee 001; Abhinav Rastogi (CoRR, 2023)

RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback. - Harrison Lee 001; Samrat Phatale; Hassan Mansoor; Kellie Lu; Thomas Mesnard; Colton Bishop; Victor Carbune; Abhinav Rastogi (CoRR, 2023)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback. - Harrison Lee 001; Samrat Phatale; Hassan Mansoor; Thomas Mesnard; Johan Ferret; Kellie Lu; Colton Bishop; Ethan Hall; Victor Carbune; Abhinav Rastogi; Sushant Prakash (ICML, 2024)

PERL: Parameter Efficient Reinforcement Learning from Human Feedback. - Hakim Sidahmed; Samrat Phatale; Alex Hutcheson; Zhuonan Lin; Zhang Chen; Zac Yu; Jarvis Jin; Roman Komarytsia; Christiane Ahlheim; Yonghao Zhu; Simral Chaudhary; Bowen Li; et al. (CoRR, 2024)

Improve Mathematical Reasoning in Language Models by Automated Process Supervision. - Liangchen Luo; Yinxiao Liu; Rosanne Liu; Samrat Phatale; Harsh Lara; Yunxuan Li; Lei Shu 004; Yun Zhu; Lei Meng 008; Jiao Sun; Abhinav Rastogi (CoRR, 2024)

Overview of the Ninth Dialog System Technology Challenge: DSTC9. - R. Chulaka Gunasekara; Seokhwan Kim; Luis Fernando D'Haro; Abhinav Rastogi; Yun-Nung Chen; Mihail Eric; Behnam Hedayatnia; Karthik Gopalakrishnan 001; Yang Liu 004; Chao-Wei Huang; Dilek Hakkani-Tür; Jinchao Li; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Robust Multi-Objective Preference Alignment with Online DPO. - Raghav Gupta; Ryan Sullivan; Yunxuan Li; Samrat Phatale; Abhinav Rastogi (AAAI, 2025)

MoDE: Effective Multi-task Parameter Efficient Fine-Tuning with a Mixture of Dyadic Experts. - Lin Ning 001; Harsh Lara; Meiqi Guo; Abhinav Rastogi (NAACL (Findings), 2025)

Magistral. - Abhinav Rastogi; Albert Q. Jiang; Andy Lo; Gabrielle Berrada; Guillaume Lample; Jason Rute; Joep Barmentlo; Karmesh Yadav; Kartik Khandelwal; Khyathi Raghavi Chandu; Léonard Blier; Lucile Saulnier; et al. (CoRR, 2025)

Voxtral. - Alexander H. Liu; Andy Ehrenberg; Andy Lo; Clément Denoix; Corentin Barreau; Guillaume Lample; Jean-Malo Delignon; Khyathi Raghavi Chandu; Patrick von Platen; Pavankumar Reddy Muddireddy; Sanchit Gandhi; Soham Ghosh; et al. (CoRR, 2025)