Sourabh Deoghare
10 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (18) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge
🌍
Conference Polyglot
(4)
🔬
Deep Specialist
(10)
🔥
Unstoppable
(5)
💎
Century Club
(10)
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The Questioner
Conferences
EMNLP (6)
ACL (1)
COLING (1)
EACL (1)
NAACL (1)
Top co-authors
Keywords
quality estimation
(7)
machine translation
(6)
automatic post-editing
(5)
neural machine translation
(4)
multi-task learning
(2)
low-resource language
(2)
multilingual model
(2)
sentence-level prediction
(2)
word-level prediction
(2)
constrained decoding
(1)
translation editing
(1)
translation quality
(1)
encoder-decoder model
(1)
transfer learning
(1)
automated post-editing
(1)
punctuation robustness
(1)
reference-based metrics
(1)
domain robustness
(1)
low resource language
(1)
curriculum training
(1)
Papers
Assessing and Improving Punctuation Robustness in English-Marathi Machine Translation
EACL 2026
Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help
EMNLP 2025
Refer to the Reference: Reference-focused Synthetic Automatic Post-Editing Data Generation
COLING 2025
Giving the Old a Fresh Spin: Quality Estimation-Assisted Constrained Decoding for Automatic Post-Editing
NAACL 2025
Together We Can: Multilingual Automatic Post-Editing for Low-Resource Languages
EMNLP 2024
Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE?
EMNLP 2024
Machine Translation Advancements for Low-Resource Indian Languages in WMT23: CFILT-IITB’s Effort for Bridging the Gap
EMNLP 2023
Quality Estimation-Assisted Automatic Post-Editing
EMNLP 2023
A Multi-task Learning Framework for Quality Estimation
ACL 2023
IIT Bombay’s WMT22 Automatic Post-Editing Shared Task Submission
EMNLP 2022