Karthik Gopalakrishnan

About Karthik Gopalakrishnan

Karthik Gopalakrishnan, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Machine Learning, Natural Language Processing, Language Modeling.

His recent articles reflect a diverse array of research interests and contributions to the field:

Overview of the Tenth Dialog System Technology Challenge: DSTC10

Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters

Knowledge-grounded Task-oriented Dialogue Modeling on Spoken Conversations Track at DSTC10

Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation

Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems

Beyond the Imitation Game: Quantifying and Extrapolating the Capabilities of Language Models

Go Beyond Plain Fine-Tuning: Improving Pre-Trained Models for Social Commonsense

Karthik Gopalakrishnan Information

University

Position

___

Citations(all)

1463

Citations(since 2020)

1459

Cited By

129

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

17

i10Index(since 2020)

17

Email

University Profile Page

Google Scholar

Karthik Gopalakrishnan Skills & Research Interests

Machine Learning

Natural Language Processing

Language Modeling

Top articles of Karthik Gopalakrishnan

Title

Journal

Author(s)

Publication Date

Overview of the Tenth Dialog System Technology Challenge: DSTC10

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Koichiro Yoshino

Yun-Nung Chen

Paul Crook

Satwik Kottur

Jinchao Li

...

2023/7/6

Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters

Anshu Bhatia

Sanchit Sinha

Saket Dingliwal

Karthik Gopalakrishnan

Sravan Bodapati

...

2023

Knowledge-grounded Task-oriented Dialogue Modeling on Spoken Conversations Track at DSTC10

AAAI 2022 Workshop on Dialog System Technology Challenge

Seokhwan Kim

Yang Liu

Di Jin

Alexandros Papangelis

Behnam Hedayatnia

...

2022

Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation

Pei Zhou

Karthik Gopalakrishnan

Behnam Hedayatnia

Seokhwan Kim

Jay Pujara

...

2022/5

Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale

arXiv preprint arXiv:2212.09095

Hritik Bansal

Karthik Gopalakrishnan

Saket Dingliwal

Sravan Bodapati

Katrin Kirchhoff

...

2022/12/18

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems

Jack FitzGerald

Shankar Ananthakrishnan

Konstantine Arkoudas

Davide Bernardi

Abhishek Bhagia

...

2022/8/14

Beyond the Imitation Game: Quantifying and Extrapolating the Capabilities of Language Models

arXiv preprint arXiv:2206.04615

Aarohi Srivastava

Abhinav Rastogi

Abhishek Rao

Abu Awal Md Shoeb

Abubakar Abid

...

2022/6/9

Go Beyond Plain Fine-Tuning: Improving Pre-Trained Models for Social Commonsense

Ting-Yun Chang

Yang Liu

Karthik Gopalakrishnan

Behnam Hedayatnia

Pei Zhou

...

2021

Multi-Sentence Knowledge Selection in Open-Domain Dialogue

Mihail Eric

Nicole Chartier

Behnam Hedayatnia

Karthik Gopalakrishnan

Pankaj Rajan

...

2021/8

Generative Conversational Networks

SIGDIAL

Alexandros Papangelis

Karthik Gopalakrishnan

Aishwarya Padmakumar

Seokhwan Kim

Gokhan Tur

...

2021/6/15

VISITRON: Visual Semantics-aligned Interactively Trained Object-Navigator

arXiv preprint arXiv:2105.11589

Ayush Shrivastava

Karthik Gopalakrishnan

Yang Liu

Robinson Piramuthu

Gokhan Tür

...

2021/5/25

Analyzing the Limits of Self-Supervision in Handling Bias in Language

arXiv preprint arXiv:2112.08637

Lisa Bauer

Karthik Gopalakrishnan

Spandana Gella

Yang Liu

Mohit Bansal

...

2021/12/16

Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Track in DSTC9

arXiv preprint arXiv:2101.09276

Seokhwan Kim

Mihail Eric

Behnam Hedayatnia

Karthik Gopalakrishnan

Yang Liu

...

2021/1/22

" How Robust r u?": Evaluating Task-Oriented Dialogue Systems on Spoken Conversations

ASRU

Seokhwan Kim

Yang Liu

Di Jin

Alexandros Papangelis

Karthik Gopalakrishnan

...

2021/9/28

Further Advances in Open Domain Dialog Systems in the Fourth Alexa Prize Socialbot Grand Challenge

Alexa Prize Proceedings

Shui Hu

Yang Liu

Anna Gottardi

Behnam Hedayatnia

Anju Khatri

...

2021

Commonsense-Focused Dialogues for Response Generation: An Empirical Study

SIGDIAL 2021

Pei Zhou

Karthik Gopalakrishnan

Behnam Hedayatnia

Seokhwan Kim

Jay Pujara

...

2021/9/14

Overview of the Ninth Dialog System Technology Challenge: DSTC9

arXiv preprint arXiv:2011.06486

Chulaka Gunasekara

Seokhwan Kim

Luis Fernando D'Haro

Abhinav Rastogi

Yun-Nung Chen

...

2020/11/12

Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks

Proceedings of DeeLIO, EMNLP 2020 workshop

Ting-Yun Chang

Yang Liu

Karthik Gopalakrishnan

Behnam Hedayatnia

Pei Zhou

...

2020

Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study

Karthik Gopalakrishnan

Behnam Hedayatnia

Longshaokan Wang

Yang Liu

Dilek Hakkani-Tur

2020/8/18

Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems

Behnam Hedayatnia

Karthik Gopalakrishnan

Seokhwan Kim

Yang Liu

Mihail Eric

...

2020/5/26

See List of Professors in Karthik Gopalakrishnan University(Georgia Institute of Technology)

Co-Authors

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