Suraj Nair

According to our database, Suraj Nair authored at least 19 papers between 2018 and 2023.

Collaborative distances:

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

2023

Effective and Efficient Search Across Languages.

Suraj Rajappan Nair

PhD thesis, 2023

Synthetic Cross-language Information Retrieval Training Data.

James Mayfield, Eugene Yang, Dawn J. Lawrie, Samuel Barham, Orion Weller, Marc Mason, Suraj Nair, Scott Miller

CoRR, 2023

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, 2023

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, 2023

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, 2023

2022

Parameter-efficient Zero-shot Transfer for Cross-Language Dense Retrieval with Adapters.

Eugene Yang, Suraj Nair, Dawn J. Lawrie, James Mayfield, Douglas W. Oard

CoRR, 2022

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, 2022

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

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

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

Proceedings of the Advances in Information Retrieval, 2022

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, 2022

2021

Cross-language Information Retrieval.

Petra Galuscáková, Douglas W. Oard, Suraj Nair

CoRR, 2021

Cross-language Sentence Selection via Data Augmentation and Rationale Training.

Yanda Chen, Chris Kedzie, Suraj Nair, Petra Galuscáková, Rui Zhang, Douglas W. Oard, Kathleen R. McKeown

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

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, 2020

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, 2020

MATERIALizing Cross-Language Information Retrieval: A Snapshot.

Petra Galuscáková, Douglas W. Oard, Joe Barrow, Suraj Nair, Han-Chin Shing, Elena Zotkina, Ramy Eskander, Rui Zhang

Proceedings of the workshop on Cross-Language Search and Summarization of Text and Speech, 2020

2019

Understanding Cycling Trip Purpose and Route Choice Using GPS Traces and Open Data.

Suraj Nair, Kiran Javkar, Jiahui Wu, Vanessa Frías-Martínez

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Surprise Languages: Rapid-Response Cross-Language IR.

Douglas W. Oard, Marine Carpuat, Petra Galuscáková, Joseph Barrow, Suraj Nair, Xing Niu, Han-Chin Shing, Weijia Xu, Elena Zotkina, Kathleen R. McKeown, Smaranda Muresan, Efsun Selin Kayi, Ramy Eskander, Chris Kedzie, Yan Virin, Dragomir R. Radev, Rui Zhang, Mark J. F. Gales, Anton Ragni, Kenneth Heafield

Proceedings of the 9th International Workshop on Evaluating Information Access co-located with the 14th NTCIR Conference on the Evaluation of Information Access Technologies (NTCIR 2019), 2019

Experiments with Cross-Language Speech Retrieval for Lower-Resource Languages.

Suraj Nair, Anton Ragni, Ondrej Klejch, Petra Galuscáková, Douglas W. Oard

Proceedings of the Information Retrieval Technology, 2019

2018

Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online Postings.

Han-Chin Shing, Suraj Nair, Ayah Zirikly, Meir Friedenberg, Hal Daumé III, Philip Resnik

Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, 2018