Sotabase

Career

· Senior Systems Design/Architecture Engineer, Tesla2023–
· Postdoctoral Researcher, Stanford University2021–2023
· Graduate Research Assistant / PhD, Massachusetts Institute of Technology2016–2021
· Master of Science, Massachusetts Institute of Technology2014–2016
· Bachelor of Technology, Indian Institute of Technology Madras
· Tesla

Publications (57)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
arXiv.org · 2022
2,201
cited
Topical-Chat: Towards Knowledge-Grounded Open-Domain Conversations
Interspeech · 2019
354
cited
MIRIS: Fast Object Track Queries in Video
SIGMOD Conference · 2020
88
cited
Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize
arXiv.org · 2018
87
cited
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access
SIGDIAL Conferences · 2020
85
cited
Overview of the Ninth Dialog System Technology Challenge: DSTC9
IEEE/ACM Transactions on Audio Speech and Language Processing · 2020
72
cited
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale
Annual Meeting of the Association for Computational Linguistics · 2022
65
cited
Commonsense-Focused Dialogues for Response Generation: An Empirical Study
SIGDIAL Conferences · 2021
50
cited
Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation
Annual Meeting of the Association for Computational Linguistics · 2021
44
cited
“How Robust R U?”: Evaluating Task-Oriented Dialogue Systems on Spoken Conversations
Automatic Speech Recognition & Understanding · 2021
41
cited
Further Advances in Open Domain Dialog Systems in the Third Alexa Prize Socialbot Grand Challenge
2020
40
cited
Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks
Workshop on Knowledge Extraction and Integration for Deep Learning Architectures; Deep Learning Inside Out · 2020
38
cited
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems
Knowledge Discovery and Data Mining · 2022
31
cited
Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments
Neural Information Processing Systems · 2024
28
cited
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems
arXiv.org · 2020
28
cited
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialog Systems
International Conference on Natural Language Generation · 2020
26
cited
Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study
Interspeech · 2020
24
cited
BeeCluster: drone orchestration via predictive optimization
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services · 2020
20
cited
Generative Conversational Networks
SIGDIAL Conferences · 2021
19
cited
When Efficiency Meets Equity in Congestion Pricing and Revenue Refunding Schemes
IEEE Transactions on Control of Network Systems · 2021
18
cited
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Karthik Gopalakrishnan | Researcher Profile | Sotabase | Sotabase