VILE: Block-Aware Visual Enhanced Document Retrieval

Author:

Yuan Huaying1ORCID,Dou Zhicheng1ORCID,Zhou Yujia1ORCID,Guo Yu1ORCID,Wen Ji-Rong2ORCID

Affiliation:

1. Renmin University of China, Beijing, China

2. Engineering Research Center of Next-Generation Intelligent Search and Recommendation, Ministry of Education & Renmin University of China, Beijing, China

Funder

the National Natural Science Foundation of China

Beijing Outstanding Young Scientist Program

Publisher

ACM

Reference40 articles.

1. Wei-Cheng Chang , Felix X Yu , Yin-Wen Chang , Yiming Yang , and Sanjiv Kumar . 2020. Pre-training tasks for embedding-based large-scale retrieval. arXiv preprint arXiv:2002.03932 ( 2020 ). Wei-Cheng Chang, Felix X Yu, Yin-Wen Chang, Yiming Yang, and Sanjiv Kumar. 2020. Pre-training tasks for embedding-based large-scale retrieval. arXiv preprint arXiv:2002.03932 (2020).

2. Kevin Clark , Minh-Thang Luong , Quoc V Le , and Christopher D Manning . 2020 . Electra: Pre-training text encoders as discriminators rather than generators. arXiv preprint arXiv:2003.10555 (2020). Kevin Clark, Minh-Thang Luong, Quoc V Le, and Christopher D Manning. 2020. Electra: Pre-training text encoders as discriminators rather than generators. arXiv preprint arXiv:2003.10555 (2020).

3. Kevyn Collins-Thompson , Craig Macdonald , Paul Bennett , Fernando Diaz , and Ellen M Voorhees . 2015 . TREC 2014 web track overview. Technical Report. MICHIGAN UNIV ANN ARBOR. Kevyn Collins-Thompson, Craig Macdonald, Paul Bennett, Fernando Diaz, and Ellen M Voorhees. 2015. TREC 2014 web track overview. Technical Report. MICHIGAN UNIV ANN ARBOR.

4. Nick Craswell , Bhaskar Mitra , Emine Yilmaz , Daniel Campos , and Ellen M Voorhees . 2020 . Overview of the TREC 2019 deep learning track. arXiv preprint arXiv:2003 .07820 (2020). Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, and Ellen M Voorhees. 2020. Overview of the TREC 2019 deep learning track. arXiv preprint arXiv:2003.07820 (2020).

5. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018).

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