"BI-DIRECTIONAL ATTENTION FLOW FOR MACHINE COMPREHENSION"
, Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, Hananneh Hajishirzi, ICLR, 2017.
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BiDAF github.com
Bi-Directional Attention Flow (BIDAF) network is a multi-stage hierarchical process that represents the context at different levels of granularity and uses bi-directional attention flow mechanism to obtain a query-aware context representation without early summarization.
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"QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension" openreview.net
, Adams Wei Yu, David Dohan, Minh-Thang Luong, Rui Zhao, Kai Chen, Mohammad Norouzi, Quoc V. Le, ICLR, 2018.
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"Deep Joint Entity Disambiguation with Local Neural Attention" arxiv.org
, Octavian-Eugen Ganea and Thomas Hofmann, 2017.
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Effective Approaches to Attention-based Neural Machine Translation arxiv.org
Exploring different approaches to attention mechanisms.
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Matching Article Pairs with Graphical Decomposition and Convolutions arxiv.org
, Bang Liu, et al., ACL 2019, May 2019.
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Morphological analysis cs.bham.ac.uk
Question Answering › Publications: “, Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, Hananneh Hajishirzi, ICLR, 2017.”