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2020 – today
- 2025
[i10]Parul Awasthy, Aashka Trivedi, Yulong Li, Mihaela A. Bornea, David Cox, Abraham Daniels, Martin Franz, Gabe Goodhart, Bhavani Iyer, Vishwajeet Kumar, Luis A. Lastras, J. Scott McCarley, Rudra Murthy, Vignesh P, Sara Rosenthal, Salim Roukos, Jaydeep Sen, Sukriti Sharma, Avirup Sil, Kate Soule, Md. Arafat Sultan, Radu Florian:
Granite Embedding Models. CoRR abs/2502.20204 (2025)- [i9]Ramón Fernandez Astudillo, Md. Arafat Sultan, Aashka Trivedi, Yousef El-Kurdi, Tahira Naseem, Radu Florian, Salim Roukos:
Optimal Policy Minimum Bayesian Risk. CoRR abs/2505.17242 (2025) - [i8]Parul Awasthy, Aashka Trivedi, Yulong Li, Meet Doshi, Riyaz A. Bhat, Vignesh P, Vishwajeet Kumar, Yushu Yang, Bhavani Iyer, Abraham Daniels, Rudra Murthy, Ken Barker, Martin Franz, Madison Lee, Todd Ward, Salim Roukos, David Cox, Luis A. Lastras, Jaydeep Sen, Radu Florian:
Granite Embedding R2 Models. CoRR abs/2508.21085 (2025) - 2024
- [c4]Bishwaranjan Bhattacharjee, Aashka Trivedi, Masayasu Muraoka, Muthukumaran Ramasubramanian, Takuma Udagawa, Iksha Gurung, Nishan Pantha, Rong Zhang, Bharath Dandala, Rahul Ramachandran, Manil Maskey, Kaylin M. Bugbee, Michael Little, Elizabeth Fancher, Irina Gerasimov, Armin Mehrabian, Lauren M. Sanders, Sylvain Costes, Sergi Blanco-Cuaresma, Kelly E. Lockhart, Thomas Allen, Félix Grèzes, Megan Ansdell, Alberto Accomazzi, Yousef El-Kurdi, Davis Wertheimer, Birgit Pfitzmann, Cesar Berrospi Ramis, Michele Dolfi, Rafael Teixeira de Lima, Panagiotis Vagenas, S. Karthik Mukkavilli, Peter W. J. Staar, Sanaz Vahidinia, Ryan McGranaghan, Tsengdar J. Lee:
INDUS: Effective and Efficient Language Models for Scientific Applications. EMNLP (Industry Track) 2024: 98-112 - [i7]Md. Arafat Sultan, Aashka Trivedi, Parul Awasthy, Avirup Sil:
An Empirical Investigation into the Effect of Parameter Choices in Knowledge Distillation. CoRR abs/2401.06356 (2024) - [i6]Christoph Tillmann, Aashka Trivedi, Bishwaranjan Bhattacharjee:
Efficient Models for the Detection of Hate, Abuse and Profanity. CoRR abs/2402.05624 (2024) - [i5]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 L. 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 Witherspoon, Marcel Zalmanovici:
Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations. CoRR abs/2403.06009 (2024) - [i4]Bishwaranjan Bhattacharjee, Aashka Trivedi, Masayasu Muraoka, Muthukumaran Ramasubramanian, Takuma Udagawa, Iksha Gurung, Rong Zhang, Bharath Dandala, Rahul Ramachandran, Manil Maskey, Kaylin M. Bugbee, Mike Little, Elizabeth Fancher, Lauren M. Sanders, Sylvain V. Costes, Sergi Blanco-Cuaresma, Kelly E. Lockhart, Thomas Allen, Félix Grèzes, Megan Ansdell, Alberto Accomazzi, Yousef El-Kurdi, Davis Wertheimer, Birgit Pfitzmann, Cesar Berrospi Ramis, Michele Dolfi, Rafael Teixeira de Lima, Panagiotis Vagenas, S. Karthik Mukkavilli, Peter W. J. Staar, Sanaz Vahidinia, Ryan McGranaghan, Armin Mehrabian, Tsengdar J. Lee:
INDUS: Effective and Efficient Language Models for Scientific Applications. CoRR abs/2405.10725 (2024) - 2023
- [c3]Takuma Udagawa, Aashka Trivedi, Michele Merler, Bishwaranjan Bhattacharjee:
A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models. EMNLP (Industry Track) 2023: 20-31 - [c2]Christoph Tillmann, Aashka Trivedi, Sara Rosenthal, Santosh Borse, Rong Zhang, Avirup Sil, Bishwaranjan Bhattacharjee:
Muted: Multilingual Targeted Offensive Speech Identification and Visualization. EMNLP (Demos) 2023: 229-236 - [i3]Aashka Trivedi, Takuma Udagawa, Michele Merler, Rameswar Panda, Yousef El-Kurdi, Bishwaranjan Bhattacharjee:
Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models. CoRR abs/2303.09639 (2023) - [i2]Takuma Udagawa, Aashka Trivedi, Michele Merler, Bishwaranjan Bhattacharjee:
A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models. CoRR abs/2310.08797 (2023) - [i1]Christoph Tillmann, Aashka Trivedi, Sara Rosenthal, Santosh Borse, Rong Zhang, Avirup Sil, Bishwaranjan Bhattacharjee:
Muted: Multilingual Targeted Offensive Speech Identification and Visualization. CoRR abs/2312.11344 (2023) - 2020
- [c1]Aashka Trivedi, Anya Trivedi, Sourabh Varshney, Vidhey Joshipura, Rupa G. Mehta, Jenish Dhanani:
Extracted Summary Based Recommendation System for Indian Legal Documents. ICCCNT 2020: 1-6
Coauthor Index
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