Neural Machine Translation in Low-Resource Setting: a Case Study in English-Marathi Pair. - Aakash Banerjee; Aditya Jain; Shivam Mhaskar; Sourabh Dattatray Deoghare; Aman Sehgal; Pushpak Bhattacharya (MTSummit (1), 2021)

IIT Bombay's WMT22 Automatic Post-Editing Shared Task Submission. - Sourabh Dattatray Deoghare; Pushpak Bhattacharyya (WMT, 2022)

A Multi-task Learning Framework for Quality Estimation. - Sourabh Dattatray Deoghare; Paramveer Choudhary; Diptesh Kanojia; Tharindu Ranasinghe; Pushpak Bhattacharyya; Constantin Orasan (ACL (Findings), 2023)

Quality Estimation-Assisted Automatic Post-Editing. - Sourabh Dattatray Deoghare; Diptesh Kanojia; Frédéric Blain; Tharindu Ranasinghe; Pushpak Bhattacharyya (EMNLP (Findings), 2023)

Machine Translation Advancements for Low-Resource Indian Languages in WMT23: CFILT-IITB's Effort for Bridging the Gap. - Pranav Gaikwad; Meet Doshi; Sourabh Dattatray Deoghare; Pushpak Bhattacharyya (WMT, 2023)

VAKTA-SETU: A Speech-to-Speech Machine Translation Service in Select Indic Languages. - Shivam Mhaskar; Vineet Bhat; Akshay Batheja; Sourabh Dattatray Deoghare; Paramveer Choudhary; Pushpak Bhattacharyya (CoRR, 2023)

APE-then-QE: Correcting then Filtering Pseudo Parallel Corpora for MT Training Data Creation. - Akshay Batheja; Sourabh Dattatray Deoghare; Diptesh Kanojia; Pushpak Bhattacharyya (CoRR, 2023)

Together We Can: Multilingual Automatic Post-Editing for Low-Resource Languages. - Sourabh Dattatray Deoghare; Diptesh Kanojia; Pushpak Bhattacharyya (EMNLP (Findings), 2024)

Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE? - Chrysoula Zerva; Frédéric Blain; José Guilherme Camargo de Souza; Diptesh Kanojia; Sourabh Dattatray Deoghare; Nuno Miguel Guerreiro; Giuseppe Attanasio; Ricardo Rei; Constantin Orasan; Matteo Negri; Marco Turchi; Rajen Chatterjee; et al. (WMT, 2024)

Refer to the Reference: Reference-focused Synthetic Automatic Post-Editing Data Generation. - Sourabh Dattatray Deoghare; Diptesh Kanojia; Pushpak Bhattacharyya (COLING, 2025)

Giving the Old a Fresh Spin: Quality Estimation-Assisted Constrained Decoding for Automatic Post-Editing. - Sourabh Dattatray Deoghare; Diptesh Kanojia; Pushpak Bhattacharyya (NAACL (Short Papers), 2025)