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Lower Perplexity is Not Always Human-Like
In computational psycholinguistics, various language models have been evaluated against human reading behavior (e.g., eye movement) to …
Tatsuki Kuribayashi, Yohei Oseki, Takumi Ito, Ryo Yoshida, Masayuki Asahara, Kentaro Inui
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Tohoku-AIP-NTT at WMT 2020 News Translation Task
In this paper, we describe the submission of Tohoku-AIP-NTT to the WMT′20 news translation task. We participated in this task in two …
Shun Kiyono, Takumi Ito, Ryuto Konno, Makoto Morishita, Jun Suzuki
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Langsmith: An Interactive Academic Text Revision System
Despite the current diversity and inclusion initiatives in the academic community, researchers with a non-native command of English …
Takumi Ito, Tatsuki Kuribayashi, Masatoshi Hidaka, Jun Suzuki, Kentaro Inui
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Language Models as an Alternative Evaluator of Word Order Hypotheses: A Case Study in Japanese
We examine a methodology using neural language models (LMs) for analyzing the word order of language. This LM-based method has the …
Tatsuki Kuribayashi, Takumi Ito, Jun Suzuki, Kentaro Inui
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TEASPN: Framework and Protocol for Integrated Writing Assistance Environments
Language technologies play a key role in assisting people with their writing. Although there has been steady progress in e.g., …
Masato Hagiwara, Takumi Ito, Tatsuki Kuribayashi, Jun Suzuki, Kentaro Inui
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Diamonds in the Rough: Generating Fluent Sentences from Early-Stage Drafts for Academic Writing Assistance
The writing process consists of several stages such as drafting, revising, editing, and proofreading. Studies on writing assistance, …
Takumi Ito, Tatsuki Kuribayashi, Hayato Kobayashi, Ana Brassard, Masato Hagiwara, Jun Suzuki, Kentaro Inui
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