Archchana Sindhujan

According to our database, Archchana Sindhujan authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Domain-Specific Quality Estimation for Machine Translation in Low-Resource Scenarios.

Namrata Patil Gurav, Akashdeep Ranu, Archchana Sindhujan, Diptesh Kanojia

CoRR, March, 2026

Beyond Scalar Scores: Reinforcement Learning for Error-Aware Quality Estimation of Machine Translation.

Archchana Sindhujan, Girish A. Koushik, Shenbin Qian, Diptesh Kanojia, Constantin Orasan

CoRR, February, 2026

2025

ALOPE: Adaptive Layer Optimization for Translation Quality Estimation using Large Language Models.

Archchana Sindhujan, Shenbin Qian, Chan Chi Chun Matthew, Constantin Orasan, Diptesh Kanojia

CoRR, August, 2025

Reference-Less Evaluation of Machine Translation: Navigating Through the Resource-Scarce Scenarios.

Archchana Sindhujan, Diptesh Kanojia, Constantin Orasan

Inf., 2025

Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help.

Alon Lavie, Greg Hanneman, Sweta Agrawal, Diptesh Kanojia, Chi-kiu Lo, Vilém Zouhar, Frédéric Blain, Chrysoula Zerva, Eleftherios Avramidis, Sourabh Dattatray Deoghare, Archchana Sindhujan, Jiayi Wang, David Ifeoluwa Adelani, Brian Thompson, Tom Kocmi, Markus Freitag, Daniel Deutsch

Proceedings of the Tenth Conference on Machine Translation, 2025

Prompt-based Explainable Quality Estimation for English-Malayalam.

Archchana Sindhujan, Diptesh Kanojia, Constantin Orasan

Proceedings of Machine Translation Summit XX: MTSummit 2025- Volume 2, 2025

When LLMs Struggle: Reference-less Translation Evaluation for Low-resource Languages.

Archchana Sindhujan, Diptesh Kanojia, Constantin Orasan, Shenbin Qian

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

What do Large Language Models Need for Machine Translation Evaluation?

Shenbin Qian, Archchana Sindhujan, Minnie Kabra, Diptesh Kanojia, Constantin Orasan, Tharindu Ranasinghe, Frédéric Blain

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

SurreyAI 2023 Submission for the Quality Estimation Shared Task.

Archchana Sindhujan, Diptesh Kanojia, Constantin Orasan, Tharindu Ranasinghe

Proceedings of the Eighth Conference on Machine Translation, 2023