Abhinav Rastogi
Abhinav Rastogi
Google DeepMind
Verified email at - Homepage
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Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
Towards scalable multi-domain conversational agents: The schema-guided dialogue dataset
A Rastogi, X Zang, S Sunkara, R Gupta, P Khaitan
Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 8689-8696, 2020
A fast unified model for parsing and sentence understanding
SR Bowman, J Gauthier, A Rastogi, R Gupta, CD Manning, C Potts
arXiv preprint arXiv:1603.06021, 2016
MultiWOZ 2.2: A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines
X Zang, A Rastogi, S Sunkara, R Gupta, J Zhang, J Chen
arXiv preprint arXiv:2007.12720, 2020
RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
H Lee, S Phatale, H Mansoor, K Lu, T Mesnard, C Bishop, V Carbune, ...
arXiv preprint arXiv:2309.00267, 2023
Building a Conversational Agent Overnight with Dialogue Self-Play
P Shah, D Hakkani-Tür, G Tür, A Rastogi, A Bapna, N Nayak, L Heck
arXiv preprint arXiv:1801.04871, 2018
Text-to-text pre-training for data-to-text tasks
M Kale, A Rastogi
arXiv preprint arXiv:2005.10433, 2020
Scalable multi-domain dialogue state tracking
A Rastogi, D Hakkani-Tür, L Heck
2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2017
DEEPCOPY: Grounded Response Generation with Hierarchical Pointer Networks
S Yavuz, A Rastogi, G Chao, D Hakkani-Tür, AA AI
Template Guided Text Generation for Task-Oriented Dialogue
M Kale, A Rastogi
The Eighth Dialog System Technology Challenge
S Kim, M Galley, C Gunasekara, S Lee, A Atkinson, B Peng, H Schulz, ...
arXiv preprint arXiv:1911.06394, 2019
Overview of the Ninth Dialog System Technology Challenge: DSTC9
C Gunasekara, S Kim, LF D'Haro, A Rastogi, YN Chen, M Eric, ...
arXiv preprint arXiv:2011.06486, 2020
Multi-task Learning for Joint Language Understanding and Dialogue State Tracking
A Rastogi, R Gupta, D Hakkani-Tur
Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue …, 2018
UIBert: Learning Generic Multimodal Representations for UI Understanding
C Bai, X Zang, Y Xu, S Sunkara, A Rastogi, J Chen
arXiv preprint arXiv:2107.13731, 2021
Schema-Guided Dialogue State Tracking Task at DSTC8
A Rastogi, X Zang, S Sunkara, R Gupta, P Khaitan
arXiv preprint arXiv:2002.01359, 2020
Description-Driven Task-Oriented Dialog Modeling
J Zhao, R Gupta, Y Cao, D Yu, M Wang, H Lee, A Rastogi, I Shafran, Y Wu
arXiv preprint arXiv:2201.08904, 2022
Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue
R Gupta, H Lee, J Zhao, A Rastogi, Y Cao, Y Wu
arXiv preprint arXiv:2204.04327, 2022
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems
H Lee, R Gupta, A Rastogi, Y Cao, B Zhang, Y Wu
Proceedings of the AAAI Conference on Artificial Intelligence 36 (10), 10938 …, 2022
An Efficient Approach to Encoding Context for Spoken Language Understanding
R Gupta, A Rastogi, D Hakkani-Tur
arXiv preprint arXiv:1807.00267, 2018
Overview of the Eighth Dialog System Technology Challenge: DSTC8
S Kim, M Galley, C Gunasekara, S Lee, A Atkinson, P Baolin, H Schulz, ...
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2021
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