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COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining


Feb 16, 2021
Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song


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XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders


Dec 31, 2020
Shuming Ma, Jian Yang, Haoyang Huang, Zewen Chi, Li Dong, Dongdong Zhang, Hany Hassan Awadalla, Alexandre Muzio, Akiko Eriguchi, Saksham Singhal, Xia Song, Arul Menezes, Furu Wei


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InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training


Jul 15, 2020
Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou

* 11 pages 

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Knowledge-Aware Language Model Pretraining


Jun 29, 2020
Corby Rosset, Chenyan Xiong, Minh Phan, Xia Song, Paul Bennett, Saurabh Tiwary

* NeurIPS 2020, somehow the Arxiv latex processing made it over 8 pages -- it wasn't 

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Generic Intent Representation in Web Search


Jul 24, 2019
Hongfei Zhang, Xia Song, Chenyan Xiong, Corby Rosset, Paul N. Bennett, Nick Craswell, Saurabh Tiwary

* SIGIR 2019: Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval 

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MS MARCO: A Human Generated MAchine Reading COmprehension Dataset


Oct 31, 2018
Payal Bajaj, Daniel Campos, Nick Craswell, Li Deng, Jianfeng Gao, Xiaodong Liu, Rangan Majumder, Andrew McNamara, Bhaskar Mitra, Tri Nguyen, Mir Rosenberg, Xia Song, Alina Stoica, Saurabh Tiwary, Tong Wang


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Towards Language Agnostic Universal Representations


Sep 23, 2018
Armen Aghajanyan, Xia Song, Saurabh Tiwary


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