Rakesh R Menon

About Rakesh R Menon

Rakesh R Menon, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at University of North Carolina at Chapel Hill, specializes in the field of Natural Language Processing, Reinforcement Learning, Deep Learning, Computer Vision.

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

DelucionQA: Detecting Hallucinations in Domain-specific Question Answering

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

Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models

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

CoAug: Combining Augmentation of Labels and Labelling Rules

MaNtLE: Model-agnostic Natural Language Explainer

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

CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations

Rakesh R Menon Information

University

Position

___

Citations(all)

212

Citations(since 2020)

209

Cited By

35

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Rakesh R Menon Skills & Research Interests

Natural Language Processing

Reinforcement Learning

Deep Learning

Computer Vision

Top articles of Rakesh R Menon

DelucionQA: Detecting Hallucinations in Domain-specific Question Answering

2023/12/8

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

arXiv preprint arXiv:2311.07538

2023/11/13

Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models

arXiv preprint arXiv:2311.04659

2023/11/8

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

arXiv preprint arXiv:2212.09104

2022/12/18

CoAug: Combining Augmentation of Labels and Labelling Rules

2023/7

MaNtLE: Model-agnostic Natural Language Explainer

arXiv preprint arXiv:2305.12995

2023/5/22

Rakesh R Menon
Rakesh R Menon

H-Index: 2

Shashank Srivastava
Shashank Srivastava

H-Index: 0

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

2022/5/18

CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations

arXiv preprint arXiv:2204.07142

2022/4/14

Improving and Simplifying Pattern Exploiting Training

arXiv preprint arXiv:2103.11955

2021/3/22

See List of Professors in Rakesh R Menon University(University of North Carolina at Chapel Hill)

Co-Authors

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