Suraj Nair

2025

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Token Pruning Optimization for Efficient Multi-vector Dense Retrieval.
Shanxiu He|Mutasem Al-Darabsah|Suraj Nair|Jonathan May|Tarun Agarwal|Tao Yang|Choon Hui Teo
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part I

2023

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HC3: A Suite of Test Collections for CLIR Evaluation over Informal Text.
Dawn J. Lawrie|James Mayfield|Douglas W. Oard|Eugene Yang|Suraj Nair|Petra Galuscáková
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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BLADE: Combining Vocabulary Pruning and Intermediate Pretraining for Scaleable Neural CLIR.
Suraj Nair|Eugene Yang|Dawn J. Lawrie|James Mayfield|Douglas W. Oard
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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Neural Methods for Cross-Language Information Retrieval.
Eugene Yang|Dawn J. Lawrie|James Mayfield|Suraj Nair|Douglas W. Oard
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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BLADE: The University of Maryland at the TREC 2023 NeuCLIR Track.
Suraj Nair|Douglas W. Oard
The Thirty-Second Text REtrieval Conference Proceedings (TREC 2023), Gaithersburg, MD, USA, November 14-17, 2023

2022

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Learning a Sparse Representation Model for Neural CLIR.
Suraj Nair|Eugene Yang|Dawn J. Lawrie|James Mayfield|Douglas W. Oard
Proceedings of the Third International Conference on Design of Experimental Search & Information REtrieval Systems, San Jose, CA, USA, August 30-31, 2022.
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Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models.
Suraj Nair|Eugene Yang|Dawn J. Lawrie|Kevin Duh|Paul McNamee|Kenton Murray|James Mayfield|Douglas W. Oard
Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part I
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C3: Continued Pretraining with Contrastive Weak Supervision for Cross Language Ad-Hoc Retrieval.
Eugene Yang|Suraj Nair|Ramraj Chandradevan|Rebecca Iglesias-Flores|Douglas W. Oard
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
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Probabilistic Structured Queries: The University of Maryland at the TREC 2022 NeuCLIR Track.
Suraj Nair|Douglas W. Oard
Proceedings of the Thirty-First Text REtrieval Conference, TREC 2022, online, November 15-19, 2022

2020

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Combining Contextualized and Non-contextualized Query Translations to Improve CLIR.
Suraj Nair|Petra Galuscáková|Douglas W. Oard
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
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Combine and Re-Rank: The University of Maryland at the TREC 2020 Podcasts Track.
Petra Galuscáková|Suraj Nair|Douglas W. Oard
Proceedings of the Twenty-Ninth Text REtrieval Conference, TREC 2020, Virtual Event [Gaithersburg, Maryland, USA], November 16-20, 2020.

2019

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Experiments with Cross-Language Speech Retrieval for Lower-Resource Languages.
Suraj Nair|Anton Ragni|Ondrej Klejch|Petra Galuscáková|Douglas W. Oard
Information Retrieval Technology - 15th Asia Information Retrieval Societies Conference, AIRS 2019, Hong Kong, November 7-9, 2019, Proceedings