Extracted Summary Based Recommendation System for Indian Legal Documents. - Aashka Trivedi; Anya Trivedi; Sourabh Varshney; Vidhey Joshipura; Rupa G. Mehta; Jenish Dhanani (ICCCNT, 2020)

Muted: Multilingual Targeted Offensive Speech Identification and Visualization. - Christoph Tillmann; Aashka Trivedi; Sara Rosenthal; Santosh Borse; Rong Zhang 010; Avirup Sil; Bishwaranjan Bhattacharjee (EMNLP (Demos), 2023)

A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models. - Takuma Udagawa; Aashka Trivedi; Michele Merler; Bishwaranjan Bhattacharjee (EMNLP (Industry Track), 2023)

Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models. - Aashka Trivedi; Takuma Udagawa; Michele Merler; Rameswar Panda; Yousef El-Kurdi; Bishwaranjan Bhattacharjee (CoRR, 2023)

INDUS: Effective and Efficient Language Models for Scientific Applications. - 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; et al. (EMNLP (Industry Track), 2024)

An Empirical Investigation into the Effect of Parameter Choices in Knowledge Distillation. - Md. Arafat Sultan; Aashka Trivedi; Parul Awasthy; Avirup Sil (CoRR, 2024)

Efficient Models for the Detection of Hate, Abuse and Profanity. - Christoph Tillmann; Aashka Trivedi; Bishwaranjan Bhattacharjee (CoRR, 2024)

Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations. - Swapnaja Achintalwar; Adriana Alvarado Garcia; Ateret Anaby-Tavor; Ioana Baldini; Sara E. Berger; Bishwaranjan Bhattacharjee; Djallel Bouneffouf 001; Subhajit Chaudhury; Pin-Yu Chen; Lamogha Chiazor; Elizabeth M. Daly; Rogério Abreu de Paula; et al. (CoRR, 2024)

INDUS: Effective and Efficient Language Models for Scientific Applications. - 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; et al. (CoRR, 2024)

Granite Embedding Models. - 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; et al. (CoRR, 2025)

Optimal Policy Minimum Bayesian Risk. - Ramón Fernandez Astudillo; Md. Arafat Sultan; Aashka Trivedi; Yousef El-Kurdi; Tahira Naseem; Radu Florian; Salim Roukos (CoRR, 2025)