Varun Gangal

Varun Gangal

Carnegie Mellon University

H-index: 14

North America-United States

About Varun Gangal

Varun Gangal, With an exceptional h-index of 14 and a recent h-index of 13 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Natural Language Processing, Machine Learning, Social Network Analysis, Natural Language Generation, Data Augmentation.

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

DYAD: A Descriptive Yet Abjuring Density efficient approximation to linear neural network layers

A Suite of Low-Data Generation Settings Necessitating Interventions on End-to-End NLG Models

Retrieve, caption, generate: Visual grounding for enhancing commonsense in text generation models

Proceedings of the 2nd Workshop on Natural Language Generation, Evaluation, and Metrics (GEM)

Nareor: The narrative reordering problem

EUREKA: EUphemism recognition enhanced through knn-based methods and augmentation

PINEAPPLE: Personifying INanimate entities by acquiring parallel personification data for learning enhanced generation

Pancetta: Phoneme aware neural completion to elicit tongue twisters automatically

Varun Gangal Information

University

Position

___

Citations(all)

1328

Citations(since 2020)

1290

Cited By

171

hIndex(all)

14

hIndex(since 2020)

13

i10Index(all)

16

i10Index(since 2020)

16

Email

University Profile Page

Carnegie Mellon University

Google Scholar

View Google Scholar Profile

Varun Gangal Skills & Research Interests

Natural Language Processing

Machine Learning

Social Network Analysis

Natural Language Generation

Data Augmentation

Top articles of Varun Gangal

Title

Journal

Author(s)

Publication Date

DYAD: A Descriptive Yet Abjuring Density efficient approximation to linear neural network layers

arXiv preprint arXiv:2312.06881

Sarin Chandy

Varun Gangal

Yi Yang

Gabriel Maggiotti

2023/12/11

A Suite of Low-Data Generation Settings Necessitating Interventions on End-to-End NLG Models

Varun Prashant Gangal

2022/9/7

Retrieve, caption, generate: Visual grounding for enhancing commonsense in text generation models

Proceedings of the AAAI Conference on Artificial Intelligence

Steven Y Feng

Kevin Lu

Zhuofu Tao

Malihe Alikhani

Teruko Mitamura

...

2022/6/28

Proceedings of the 2nd Workshop on Natural Language Generation, Evaluation, and Metrics (GEM)

Tsung-Hsien Wen

Asli Celikyilmaz

Zhou Yu

Alexandros Papangelis

Mihail Eric

...

2020/7

Nareor: The narrative reordering problem

Proceedings of the AAAI Conference on Artificial Intelligence

Varun Gangal

Steven Y Feng

Malihe Alikhani

Teruko Mitamura

Eduard Hovy

2022/6/28

EUREKA: EUphemism recognition enhanced through knn-based methods and augmentation

arXiv preprint arXiv:2210.12846

Sedrick Scott Keh

Rohit K Bharadwaj

Emmy Liu

Simone Tedeschi

Varun Gangal

...

2022/10/23

PINEAPPLE: Personifying INanimate entities by acquiring parallel personification data for learning enhanced generation

arXiv preprint arXiv:2209.07752

Sedrick Scott Keh

Kevin Lu

Varun Gangal

Steven Y Feng

Harsh Jhamtani

...

2022/9/16

Pancetta: Phoneme aware neural completion to elicit tongue twisters automatically

arXiv preprint arXiv:2209.06275

Sedrick Scott Keh

Steven Y Feng

Varun Gangal

Malihe Alikhani

Eduard Hovy

2022/9/13

A survey of data augmentation approaches for NLP

arXiv preprint arXiv:2105.03075

Steven Y Feng

Varun Gangal

Jason Wei

Sarath Chandar

Soroush Vosoughi

...

2021/5/7

Coarse2Fine: Fine-grained text classification on coarsely-grained annotated data

arXiv preprint arXiv:2109.10856

Dheeraj Mekala

Varun Gangal

Jingbo Shang

2021/9/22

The gem benchmark: Natural language generation, its evaluation and metrics

arXiv preprint arXiv:2102.01672

Sebastian Gehrmann

Tosin Adewumi

Karmanya Aggarwal

Pawan Sasanka Ammanamanchi

Aremu Anuoluwapo

...

2021/2/2

SAPPHIRE: Approaches for enhanced concept-to-text generation

Steven Y Feng

Jessica Huynh

Chaitanya Narisetty

Eduard Hovy

Varun Gangal

2021/8/15

Proceedings of the 1st Workshop on Natural Language Generation, Evaluation, and Metrics (GEM 2021)

Bhavana Dalvi

Greg Durrett

Peter Jansen

Danilo Neves Ribeiro

Jason Wei

2023/6

Automatic construction of evaluation suites for natural language generation datasets

arXiv preprint arXiv:2106.09069

Simon Mille

Kaustubh D Dhole

Saad Mahamood

Laura Perez-Beltrachini

Varun Gangal

...

2021/6/16

Nl-augmenter: A framework for task-sensitive natural language augmentation

arXiv preprint arXiv:2112.02721

Kaustubh D Dhole

Varun Gangal

Sebastian Gehrmann

Aadesh Gupta

Zhenhao Li

...

2021/12/6

Improving automated evaluation of open domain dialog via diverse reference augmentation

arXiv preprint arXiv:2106.02833

Varun Gangal

Harsh Jhamtani

Eduard Hovy

Taylor Berg-Kirkpatrick

2021/6/5

Investigating robustness of dialog models to popular figurative language constructs

arXiv preprint arXiv:2110.00687

Harsh Jhamtani

Varun Gangal

Eduard Hovy

Taylor Berg-Kirkpatrick

2021/10/1

Likelihood ratios and generative classifiers for unsupervised out-of-domain detection in task oriented dialog

Proceedings of the AAAI Conference on Artificial Intelligence

Varun Gangal

Abhinav Arora

Arash Einolghozati

Sonal Gupta

2020/4/3

BERTering RAMS: What and How Much does BERT Already Know About Event Arguments?--A Study on the RAMS Dataset

arXiv preprint arXiv:2010.04098

Varun Gangal

Eduard Hovy

2020/10/8

Genaug: Data augmentation for finetuning text generators

arXiv preprint arXiv:2010.01794

Steven Y Feng

Varun Gangal

Dongyeop Kang

Teruko Mitamura

Eduard Hovy

2020/10/5

See List of Professors in Varun Gangal University(Carnegie Mellon University)

Co-Authors

H-index: 82
Graham Neubig

Graham Neubig

Carnegie Mellon University

H-index: 45
Eric Nyberg

Eric Nyberg

Carnegie Mellon University

H-index: 44
Teruko Mitamura

Teruko Mitamura

Carnegie Mellon University

H-index: 43
Balaraman Ravindran

Balaraman Ravindran

Indian Institute of Technology Madras

H-index: 37
Taylor Berg-Kirkpatrick

Taylor Berg-Kirkpatrick

University of California, San Diego

H-index: 17
Harsh Jhamtani

Harsh Jhamtani

Carnegie Mellon University

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