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WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning

Mar 03, 2021
Krishna Srinivasan, Karthik Raman, Jiecao Chen, Michael Bendersky, Marc Najork

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Goal directed molecule generation using Monte Carlo Tree Search

Oct 30, 2020
Anand A. Rajasekar, Karthik Raman, Balaraman Ravindran

* 5 pages, 1 figure 

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DICT-MLM: Improved Multilingual Pre-Training using Bilingual Dictionaries

Oct 23, 2020
Aditi Chaudhary, Karthik Raman, Krishna Srinivasan, Jiecao Chen

* 13 pages 

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DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling

Oct 07, 2020
Jiecao Chen, Liu Yang, Karthik Raman, Michael Bendersky, Jung-Jung Yeh, Yun Zhou, Marc Najork, Danyang Cai, Ehsan Emadzadeh

* 13 pages. Accepted to Findings of EMNLP 2020 

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Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation

Sep 01, 2019
Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Arivazhagan, Jason Riesa, Ankur Bapna, Orhan Firat, Karthik Raman

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Learning Multilingual Word Embeddings Using Image-Text Data

May 29, 2019
Karan Singhal, Karthik Raman, Balder ten Cate

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Methods for Ordinal Peer Grading

Apr 14, 2014
Karthik Raman, Thorsten Joachims

* Submitted to KDD 2014 

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