Webbuilt up by the GRU. The new attention mecha-nism, called gated-attention, is implemented via multiplicative interactions between the query and the contextual embeddings, and is … WebJul 8, 2024 · Gated-attention Readers for Text Comprehension. Bhuwan Dhingra, Hanxiao Liu, Zhilin Yang, William W. Cohen, and Ruslan Salakhutdinov. ACL 2024. paper; A Constituent-Centric Neural Architecture for Reading Comprehension. Pengtao Xie and Eric Xing. ACL 2024.

Gated-Attention Readers for Text Comprehension - ResearchGate

WebJun 5, 2016 · Gated Attention Reader (Dhingra et al., 2016) predicts missing concrete words in CNN/Dailymail datasets with a high accuracy. The attention mechanism plays … WebGated-Attention Readers for Text Comprehension. In this paper we study the problem of answering cloze-style questions over short documents. We introduce a new attention mechanism which uses multiplicative interactions between the query embedding and intermediate states of a recurrent neural network reader. This enables the reader to … myojo ジュニア大賞

Gated-Attention Readers for Text Comprehension

Weba passage vector they simply select the most attended-to answer. Explicit reference readers include the Attention Sum Reader (Kadlec et al., 2016), the Gated Attention Reader (Dhingra et al., 2016), the Attention-over-Attention Reader (Cui et al., 2016) and others (a list can be found in section 6). Authors contributed equally WebJun 5, 2016 · Gated-Attention Readers for Text Comprehension. Bhuwan Dhingra, Hanxiao Liu, Zhilin Yang, William W. Cohen, Ruslan Salakhutdinov. In this paper we study the problem of answering cloze-style questions over documents. Our model, the Gated-Attention (GA) Reader, integrates a multi-hop architecture with a novel attention … WebGA-Reader. Code accompanying the paper Gated Attention Reader for Text Comprehension. Prerequisites. Python 2.7; Theano (tested on 0.9.0dev1.dev-RELEASE) … myojo 1万字インタビュー 歴代