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Gakuto Kurata
Gakuto Kurata
Computer science
Natural language processing
Artificial intelligence
Question answering
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6
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11
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Language Modeling with Highway LSTM
2017
arXiv: Computation and Language
Gakuto Kurata
Bhuvana Ramabhadran
George Saon
Abhinav Sethy
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English Conversational Telephone Speech Recognition by Humans and Machines
2017
arXiv: Computation and Language
George Saon
Gakuto Kurata
Tom Sercu
Kartik Audhkhasi
Samuel Thomas
Dimitrios Dimitriadis
Xiaodong Cui
Bhuvana Ramabhadran
Michael Picheny
Lynn-Li Lim
Bergul Roomi
Phil Hall
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Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling
2016
arXiv: Computation and Language
Gakuto Kurata
Bing Xiang
Bowen Zhou
Mo Yu
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GDQA: Graph Driven Question Answering System - NTCIR-4 QAC2 Experiments.
2004
Gakuto Kurata
Naoaki Okazaki
Mitsuru Ishizuka
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Question Answering(QA) is the hot research topic. In the task of QA, queries are written in natural language. Then, the system returns the correct answer from newspaper articles. Ranking answers is very dicult in QA task, and there have been no sophisticated algorithm yet. Our method using Graph Structure from Dependency Analysis is superior to former approaches. In the end, the result on NTCIR-4 QAC2 is shown.
2004
Gakuto Kurata
Naoaki Okazaki
Mitsuru Ishizuka
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GDQA : Graph Driven Question Answering System
2004
Gakuto Kurata
Naoaki Okazaki
Mitsuru Ishizuka
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