Neeraj Varshney

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个人简介

I work in the areas of Open‐domain QA, NLI, improving Efficiency & Reliability of NLP systems, and NLU in general. I have published papers on these topics at premier AI and NLP conferences including ACL, EMNLP, EACL, NAACL, AAAI, and AAMAS.

研究兴趣

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Chaos with Keywords: Exposing Large Language Models Sycophancy to Misleading Keywords and Evaluating Defense Strategies

Aswin RRV,Nemika Tyagi,Md Nayem Uddin,Neeraj Varshney,Chitta Baral

Findings of the Association for Computational Linguistics ACL 2024（2024）

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LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models

Mihir Parmar, Nisarg Patel,Neeraj Varshney,Mutsumi Nakamura,Man Luo, Santosh Mashetty,Arindam Mitra,Chitta Baral

Annual Meeting of the Association for Computational Linguisticspp.13679-13707, (2024)

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Dynamic User Clustering for Mmwave-Based NOMA Networks

Sudhakar Rai,Ekant Sharma,Neeraj Varshney, Aditya K. Jagannatham

Asia-Pacific Conference on Communicationspp.143-148, (2024)

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Multi-LogiEval: Towards Evaluating Multi-Step Logical Reasoning Ability of Large Language Models

Nisarg Patel, Mohith Kulkarni,Mihir Parmar, Aashna Budhiraja,Mutsumi Nakamura,Neeraj Varshney,Chitta Baral

Conference on Empirical Methods in Natural Language Processing（2024）

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Retrieval Augmented Modeling

Man Luo,Tejas Gokhale,Neeraj Varshney,Yezhou Yang,Chitta Baral

Advances in Multimodal Information Retrieval and Generation Synthesis Lectures on Computer Visionpp.135-157, (2024)

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Investigating Acceleration of LLaMA Inference by Enabling Intermediate Layer Decoding Via Instruction Tuning with ‘LITE’

Neeraj Varshney,Agneet Chatterjee,Mihir Parmar,Chitta Baral

NAACL-HLT (Findings)pp.3656-3677, (2024)

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Quasi-Deterministic Channel Propagation Model for Human Sensing: Gesture Recognition Use Case

Jack Chuang,Raied Caromi,Jelena Senic,Samuel Berweger,Neeraj Varshney,Jian Wang,Chiehping Lai,Anuraag Bodi,William Sloane,Camillo Gentile,Nada Golmie

IEEE Open Journal of Antennas and Propagationpp.1-1, (2024)

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Efficient Transmission Scheme for LEO Satellite-Based NB-IoT: A Data-Driven Perspective

Ayush Kumar Dwivedi,Houcine Chougrani,Sachin Chaudhari,Neeraj Varshney,Symeon Chatzinotas

arxiv（2024）

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Satellite

Sastri Kota,Giovanni Giambene,Mohammed Abdelsadek, Mohamed-Slim Alouini, Marc Amay,Sarath Babu,Joan Bas,Pietro Cassara,Sachin Chaudhari,Debabrata Dalai,Tasneem Darwish,Tomaso de Cola,Thomas Delamotte,Ashutosh Dutta,Ayush Dwivedi,Michael Enright,Marco Giordani,Alberto Gotta,Eman Hammad,Tamer Khattab, Andreas Knopp, Gunes Karabulut Kurt,Pablo G. Madoery, B. S. Manoj, Jean-Daniel Medjo Me Biomo, Prashant Pillai,Pramud Rawat,Paresh Saxena,Pat Scanlan,Avinash Sharma, Muhammad Sohaib J. Solaija,Ray Sperber,Zhili Sun,Daniele Tarchi,Neeraj Varshney,Seema Verma, Simon Watts,Halim Yanikomeroglu,Kanglian Zhao

2023 IEEE FUTURE NETWORKS WORLD FORUM, FNWF (2024)

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Investigating and Addressing Hallucinations of LLMs in Tasks Involving Negation

Neeraj Varshney, Satyam Raj, Venkatesh Mishra,Agneet Chatterjee, Ritika Sarkar,Amir Saeidi,Chitta Baral

CoRR (2024)

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