Sayan Ghosh

About Sayan Ghosh

Sayan Ghosh, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at University of North Carolina at Chapel Hill, specializes in the field of Natural Language Processing, Machine Learning.

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

Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers

Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models

Beyond Labels: Empowering Human with Natural Language Explanations through a Novel Active-Learning Architecture

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations

QuExEnt: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning

LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning

Compositional Generalization for Kinship Prediction through Data Augmentation

Sayan Ghosh Information

University

Position

___

Citations(all)

703

Citations(since 2020)

702

Cited By

24

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Sayan Ghosh Skills & Research Interests

Natural Language Processing

Machine Learning

Top articles of Sayan Ghosh

Title

Journal

Author(s)

Publication Date

Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers

arXiv preprint arXiv:2311.07538

Kangda Wei

Sayan Ghosh

Rakesh R Menon

Shashank Srivastava

2023/11/13

Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models

arXiv preprint arXiv:2311.04659

Yiyuan Li

Rakesh R Menon

Sayan Ghosh

Shashank Srivastava

2023/11/8

Beyond Labels: Empowering Human with Natural Language Explanations through a Novel Active-Learning Architecture

arXiv preprint arXiv:2305.12710

Bingsheng Yao

Ishan Jindal

Lucian Popa

Yannis Katsis

Sayan Ghosh

...

2023/5/22

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

CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations

arXiv preprint arXiv:2204.07142

Rakesh R Menon

Sayan Ghosh

Shashank Srivastava

2022/4/14

QuExEnt: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning

Sayan Ghosh

Rakesh R Menon

Shashank Srivastava

2022/5/18

LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning

arXiv preprint arXiv:2212.09104

Sayan Ghosh

Rakesh R Menon

Shashank Srivastava

2022/12/18

Compositional Generalization for Kinship Prediction through Data Augmentation

Kangda Wei

Sayan Ghosh

Shashank Srivastava

2022/7

ePiC: Employing Proverbs in Context as a Benchmark for Abstract Language Understanding

arXiv preprint arXiv:2109.06838

Sayan Ghosh

Shashank Srivastava

2021/9/14

Weighted color palette generation

2021/8/10

How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation?

Sayan Ghosh

Zheng Qi

Snigdha Chaturvedi

Shashank Srivastava

2021/8

Mapping Language to Programs using Multiple Reward Components with Inverse Reinforcement Learning

arXiv preprint arXiv:2110.00842

Sayan Ghosh

Shashank Srivastava

2021/10/2

Flow-based color transfer from source graphic to target graphic

2021/6/22

Adversarial Scrubbing of Demographic Information for Text Classification

arXiv preprint arXiv:2109.08613

Somnath Basu Roy Chowdhury

Sayan Ghosh

Yiyuan Li

Junier B Oliva

Shashank Srivastava

...

2021/9/17

Analysing the Extent of Misinformation in Cancer Related Tweets

Proceedings of the International AAAI Conference on Web and Social Media

Rakesh Bal

Sayan Sinha

Swastika Dutta

Risabh Joshi

Sayan Ghosh

...

2020/5/26

PRover: Proof Generation for Interpretable Reasoning over Rules

arXiv preprint arXiv:2010.02830

Swarnadeep Saha

Sayan Ghosh

Shashank Srivastava

Mohit Bansal

2020/10/6

See List of Professors in Sayan Ghosh University(University of North Carolina at Chapel Hill)

Co-Authors

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