Karthik Gopalakrishnan
Orcid: 0000-0001-9855-9969Affiliations:
- Amazon Alexa AI, Sunnyvale, CA, USA
- Georgia Institute of Technology, USA
- Indian Institute of Technology, Patna, India
According to our database1,
Karthik Gopalakrishnan
authored at least 29 papers
between 2015 and 2024.
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Bibliography
2024
IEEE ACM Trans. Audio Speech Lang. Process., 2024
IEEE ACM Trans. Audio Speech Lang. Process., 2024
2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
Trans. Mach. Learn. Res., 2023
Don't Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.
CoRR, 2022
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
Think Before You Speak: Using Self-talk to Generate Implicit Commonsense Knowledge for Response Generation.
CoRR, 2021
Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks.
CoRR, 2021
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Track in DSTC9.
CoRR, 2021
Proceedings of the IEEE Spoken Language Technology Workshop, 2021
Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021
Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021
Proceedings of the 14th International Conference on Natural Language Generation, 2021
"How Robust R U?": Evaluating Task-Oriented Dialogue Systems on Spoken Conversations.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021
2020
CoRR, 2020
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access.
Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2020
Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 13th International Conference on Natural Language Generation, 2020
2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
2018
Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize.
CoRR, 2018
2016
Proceedings of the 8th International Conference on Communication Systems and Networks, 2016
2015
CoRR, 2015