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BLADE: Combining Vocabulary Pruning and Intermediate Pretraining for Scaleable Neural CLIR
Suraj Nair, Eugene Yang, Dawn Lawrie, James Mayfield, Douglas W Oard
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Learning a Sparse Representation Model for Neural CLIR
Suraj Nair, Eugene Yang, Dawn Lawrie, James Mayfield, Douglas W Oard
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Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models
Suraj Nair, Eugene Yang, Dawn Lawrie, Kevin Duh, Paul McNamee, Kenton Murray, James Mayfield, Douglas W Oard
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Cross-language Sentence Selection via Data Augmentation and Rationale Training
This paper proposes an approach to cross-language sentence selection in a low-resource setting. It uses data augmentation and negative …
Yanda Chen, Chris Kedzie, Suraj Nair, Petra Galuscakova, Rui Zhang, Douglas Oard, Kathleen McKeown
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Combining Contextualized and Non-contextualized Query Translations to Improve CLIR
Suraj Nair, Petra Galuscakova, Douglas W Oard
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MATERIALizing Cross-Language Information Retrieval: A Snapshot
Petra Galuscakova, Douglas W Oard, Joe Barrow, Suraj Nair, Shing Han-Chin, Elena Zotkina, Ramy Eskander, Rui Zhang
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Experiments with Cross-Language Speech Retrieval for Lower-Resource Languages
Suraj Nair, Anton Ragni, Ondrej Klejch, Petra Galuscakova, Douglas Oard
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Surprise languages: rapid-response cross-language IR
Douglas W Oard, Marine Carpuat, Petra Galuscakova, Joseph Barrow, Suraj Nair, Xing Niu, Han-Chin Shing, Weijia Xu, Elena Zotkina, Kathleen McKeown, others
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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
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Hidden Markov Model based driving event detection and driver profiling from mobile inertial sensor data
Saurabh Daptardar, Vignesh Lakshminarayanan, Sharath Reddy, Suraj Nair, Saswata Sahoo, Purnendu Sinha
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