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Bishwaranjan Bhattacharjee

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Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations

Mar 09, 2024
Swapnaja Achintalwar, Adriana Alvarado Garcia, Ateret Anaby-Tavor, Ioana Baldini, Sara E. Berger, Bishwaranjan Bhattacharjee, Djallel Bouneffouf, Subhajit Chaudhury, Pin-Yu Chen, Lamogha Chiazor, Elizabeth M. Daly, Rogério Abreu de Paula, Pierre Dognin, Eitan Farchi, Soumya Ghosh, Michael Hind, Raya Horesh, George Kour, Ja Young Lee, Erik Miehling, Keerthiram Murugesan, Manish Nagireddy, Inkit Padhi, David Piorkowski, Ambrish Rawat, Orna Raz, Prasanna Sattigeri, Hendrik Strobelt, Sarathkrishna Swaminathan, Christoph Tillmann, Aashka Trivedi, Kush R. Varshney, Dennis Wei, Shalisha Witherspooon, Marcel Zalmanovici

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Efficient Models for the Detection of Hate, Abuse and Profanity

Feb 08, 2024
Christoph Tillmann, Aashka Trivedi, Bishwaranjan Bhattacharjee

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Muted: Multilingual Targeted Offensive Speech Identification and Visualization

Dec 18, 2023
Christoph Tillmann, Aashka Trivedi, Sara Rosenthal, Santosh Borse, Rong Zhang, Avirup Sil, Bishwaranjan Bhattacharjee

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Teach me with a Whisper: Enhancing Large Language Models for Analyzing Spoken Transcripts using Speech Embeddings

Nov 13, 2023
Fatema Hasan, Yulong Li, James Foulds, Shimei Pan, Bishwaranjan Bhattacharjee

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A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models

Oct 13, 2023
Takuma Udagawa, Aashka Trivedi, Michele Merler, Bishwaranjan Bhattacharjee

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Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models

Mar 16, 2023
Aashka Trivedi, Takuma Udagawa, Michele Merler, Rameswar Panda, Yousef El-Kurdi, Bishwaranjan Bhattacharjee

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G2L: A Geometric Approach for Generating Pseudo-labels that Improve Transfer Learning

Jul 07, 2022
John R. Kender, Bishwaranjan Bhattacharjee, Parijat Dube, Brian Belgodere

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Large Scale Neural Architecture Search with Polyharmonic Splines

Nov 20, 2020
Ulrich Finkler, Michele Merler, Rameswar Panda, Mayoore S. Jaiswal, Hui Wu, Kandan Ramakrishnan, Chun-Fu Chen, Minsik Cho, David Kung, Rogerio Feris, Bishwaranjan Bhattacharjee

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NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search

Jun 23, 2020
Rameswar Panda, Michele Merler, Mayoore Jaiswal, Hui Wu, Kandan Ramakrishnan, Ulrich Finkler, Chun-Fu Chen, Minsik Cho, David Kung, Rogerio Feris, Bishwaranjan Bhattacharjee

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P2L: Predicting Transfer Learning for Images and Semantic Relations

Aug 20, 2019
Bishwaranjan Bhattacharjee, Noel Codella, John R. Kender, Siyu Huo, Patrick Watson, Michael R. Glass, Parijat Dube, Matthew Hill, Brian Belgodere

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