Learning Backward Compatible Embeddings

Author:

Hu Weihua1,Bansal Rajas1,Cao Kaidi1,Rao Nikhil2,Subbian Karthik2,Leskovec Jure1

Affiliation:

1. Stanford University, Stanford, CA, USA

2. Amazon, Palo Alto, CA, USA

Publisher

ACM

Reference24 articles.

1. Learning principled bilingual mappings of word embeddings while preserving monolingual invariance

2. Goran Glavas , Robert Litschko , Sebastian Ruder , and Ivan Vulic . 2019. How to (properly) evaluate cross-lingual word embeddings: On strong baselines, comparative analyses, and some misconceptions. arXiv preprint arXiv:1902.00508 ( 2019 ). Goran Glavas, Robert Litschko, Sebastian Ruder, and Ivan Vulic. 2019. How to (properly) evaluate cross-lingual word embeddings: On strong baselines, comparative analyses, and some misconceptions. arXiv preprint arXiv:1902.00508 (2019).

3. Palash Goyal , Nitin Kamra , Xinran He , and Yan Liu . 2018 . Dyngem: Deep embedding method for dynamic graphs. arXiv preprint arXiv:1805.11273 (2018). Palash Goyal, Nitin Kamra, Xinran He, and Yan Liu. 2018. Dyngem: Deep embedding method for dynamic graphs. arXiv preprint arXiv:1805.11273 (2018).

4. node2vec

5. William L Hamilton Rex Ying and Jure Leskovec. 2017. Inductive Representation Learning on Large Graphs. In Advances in Neural Information Processing Systems (NeurIPS). 1025--1035. William L Hamilton Rex Ying and Jure Leskovec. 2017. Inductive Representation Learning on Large Graphs. In Advances in Neural Information Processing Systems (NeurIPS). 1025--1035.

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1. L2R: Lifelong Learning for First-stage Retrieval with Backward-Compatible Representations;Proceedings of the 32nd ACM International Conference on Information and Knowledge Management;2023-10-21

2. BT2: Backward-compatible Training with Basis Transformation;2023 IEEE/CVF International Conference on Computer Vision (ICCV);2023-10-01

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