Graph-based Multilingual Language Model

Author:

Choudhary Nurendra1,Rao Nikhil2,Subbian Karthik2,Reddy Chandan K.1

Affiliation:

1. Virginia Tech, Arlington, VA, USA

2. Amazon, Palo Alto, CA, USA

Publisher

ACM

Reference40 articles.

1. Aman Ahuja , Nikhil Rao , Sumeet Katariya , Karthik Subbian , and Chandan K . Reddy . 2020 . Language-Agnostic Representation Learning for Product Search on E-Commerce Platforms. Association for Computing Machinery , New York, NY, USA, 7--15. https://doi.org/10.1145/3336191.3371852 Aman Ahuja, Nikhil Rao, Sumeet Katariya, Karthik Subbian, and Chandan K. Reddy. 2020. Language-Agnostic Representation Learning for Product Search on E-Commerce Platforms. Association for Computing Machinery, New York, NY, USA, 7--15. https://doi.org/10.1145/3336191.3371852

2. Dzmitry Bahdanau , Kyunghyun Cho , and Yoshua Bengio . 2015 . Neural Machine Translation by Jointly Learning to Align and Translate . In International Conference on Learning Representations, Yoshua Bengio and Yann LeCun (Eds.). Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2015. Neural Machine Translation by Jointly Learning to Align and Translate. In International Conference on Learning Representations, Yoshua Bengio and Yann LeCun (Eds.).

3. Tong Chen , Hongzhi Yin , Guanhua Ye , Zi Huang , Yang Wang , and Meng Wang . 2020. Try This Instead: Personalized and Interpretable Substitute Recommendation . Association for Computing Machinery , New York, NY, USA , 891--900. https: //doi.org/10.1145/3397271.3401042 Tong Chen, Hongzhi Yin, Guanhua Ye, Zi Huang, Yang Wang, and Meng Wang. 2020. Try This Instead: Personalized and Interpretable Substitute Recommendation. Association for Computing Machinery, New York, NY, USA, 891--900. https: //doi.org/10.1145/3397271.3401042

4. Nurendra Choudhary , Nikhil Rao , Sumeet Katariya , Karthik Subbian , and Chandan K. Reddy . 2022. ANTHEM: Attentive Hyperbolic Entity Model for Product Search . In Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining ( Virtual Event, AZ, USA) (WSDM '22). Association for Computing Machinery, New York, NY, USA, 161--171. https://doi.org/10.1145/ 3488560.3498456 Nurendra Choudhary, Nikhil Rao, Sumeet Katariya, Karthik Subbian, and Chandan K. Reddy. 2022. ANTHEM: Attentive Hyperbolic Entity Model for Product Search. In Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining (Virtual Event, AZ, USA) (WSDM '22). Association for Computing Machinery, New York, NY, USA, 161--171. https://doi.org/10.1145/ 3488560.3498456

5. Unsupervised Cross-lingual Representation Learning at Scale

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1. An Interpretable Ensemble of Graph and Language Models for Improving Search Relevance in E-Commerce;Companion Proceedings of the ACM Web Conference 2024;2024-05-13

2. COLTR: Semi-Supervised Learning to Rank With Co-Training and Over-Parameterization for Web Search;IEEE Transactions on Knowledge and Data Engineering;2023-12-01

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