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An Empirical Study of Contextual Data Augmentation for Japanese Zero Anaphora Resolution

Nov 04, 2020
Ryuto Konno, Yuichiroh Matsubayashi, Shun Kiyono, Hiroki Ouchi, Ryo Takahashi, Kentaro Inui

* 13 pages, accepted by COLING 2020 

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PheMT: A Phenomenon-wise Dataset for Machine Translation Robustness on User-Generated Contents

Nov 04, 2020
Ryo Fujii, Masato Mita, Kaori Abe, Kazuaki Hanawa, Makoto Morishita, Jun Suzuki, Kentaro Inui

* 15 pages, 4 figures, accepted at COLING 2020 

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Modeling Event Salience in Narratives via Barthes' Cardinal Functions

Nov 03, 2020
Takaki Otake, Sho Yokoi, Naoya Inoue, Ryo Takahashi, Tatsuki Kuribayashi, Kentaro Inui

* accepted to COLING 2020 

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Corruption Is Not All Bad: Incorporating Discourse Structure into Pre-training via Corruption for Essay Scoring

Oct 13, 2020
Farjana Sultana Mim, Naoya Inoue, Paul Reisert, Hiroki Ouchi, Kentaro Inui


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Langsmith: An Interactive Academic Text Revision System

Oct 09, 2020
Takumi Ito, Tatsuki Kuribayashi, Masatoshi Hidaka, Jun Suzuki, Kentaro Inui

* Accepted at EMNLP 2020 (system demonstrations) 

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A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction

Oct 07, 2020
Masato Mita, Shun Kiyono, Masahiro Kaneko, Jun Suzuki, Kentaro Inui

* accepted by EMNLP 2020 (Findings) 

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Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries

Aug 20, 2020
Benjamin Heinzerling, Kentaro Inui

* Work in progress 

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A System for Worldwide COVID-19 Information Aggregation

Jul 28, 2020
Akiko Aizawa, Frederic Bergeron, Junjie Chen, Fei Cheng, Katsuhiko Hayashi, Kentaro Inui, Hiroyoshi Ito, Daisuke Kawahara, Masaru Kitsuregawa, Hirokazu Kiyomaru, Masaki Kobayashi, Takashi Kodama, Sadao Kurohashi, Qianying Liu, Masaki Matsubara, Yusuke Miyao, Atsuyuki Morishima, Yugo Murawaki, Kazumasa Omura, Haiyue Song, Eiichiro Sumita, Shinji Suzuki, Ribeka Tanaka, Yu Tanaka, Masashi Toyoda, Nobuhiro Ueda, Honai Ueoka, Masao Utiyama, Ying Zhong

* Poster on NLP COVID-19 Workshop at ACL 2020, 4 pages, 3 figures, 7 tables 

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Evaluation Criteria for Instance-based Explanation

Jun 08, 2020
Kazuaki Hanawa, Sho Yokoi, Satoshi Hara, Kentaro Inui


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Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity Recognition

Jun 04, 2020
Takuma Kato, Kaori Abe, Hiroki Ouchi, Shumpei Miyawaki, Jun Suzuki, Kentaro Inui

* Accepted by ACL SRW 2020 

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Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction

May 31, 2020
Masahiro Kaneko, Masato Mita, Shun Kiyono, Jun Suzuki, Kentaro Inui

* Association for Computational Linguistics (ACL-2020) 
* Accepted as a short paper to the 58th Annual Conference of the Association for Computational Linguistics (ACL-2020) 

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Language Models as an Alternative Evaluator of Word Order Hypotheses: A Case Study in Japanese

May 02, 2020
Tatsuki Kuribayashi, Takumi Ito, Jun Suzuki, Kentaro Inui

* Accepted by ACL2020 

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Do Neural Models Learn Systematicity of Monotonicity Inference in Natural Language?

May 02, 2020
Hitomi Yanaka, Koji Mineshima, Daisuke Bekki, Kentaro Inui

* accepted by ACL2020 as a long paper 

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Word Rotator's Distance: Decomposing Vectors Gives Better Representations

Apr 30, 2020
Sho Yokoi, Ryo Takahashi, Reina Akama, Jun Suzuki, Kentaro Inui


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Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition

Apr 29, 2020
Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi, Sho Yokoi, Tatsuki Kuribayashi, Ryuto Konno, Kentaro Inui

* Accepted by ACL2020 

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Evaluating Dialogue Generation Systems via Response Selection

Apr 29, 2020
Shiki Sato, Reina Akama, Hiroki Ouchi, Jun Suzuki, Kentaro Inui

* accepted by ACL 2020 

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Utterance Pair Scoring for Noisy Dialogue Data Filtering

Apr 29, 2020
Reina Akama, Sho Yokoi, Jun Suzuki, Kentaro Inui

* 10 pages 

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Attention Module is Not Only a Weight: Analyzing Transformers with Vector Norms

Apr 21, 2020
Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, Kentaro Inui


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Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets

Nov 21, 2019
Saku Sugawara, Pontus Stenetorp, Kentaro Inui, Akiko Aizawa

* 11 pages, AAAI2020, with extra examples, data: https://github.com/Alab-NII/mrc-ablation 

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When Choosing Plausible Alternatives, Clever Hans can be Clever

Nov 01, 2019
Pride Kavumba, Naoya Inoue, Benjamin Heinzerling, Keshav Singh, Paul Reisert, Kentaro Inui

* Accepted to the COmmonsense INference in Natural Language Processing workshop (COIN) 

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Diamonds in the Rough: Generating Fluent Sentences from Early-Stage Drafts for Academic Writing Assistance

Oct 21, 2019
Takumi Ito, Tatsuki Kuribayashi, Hayato Kobayashi, Ana Brassard, Masato Hagiwara, Jun Suzuki, Kentaro Inui

* Proceedings of the 12th International Conference on Natural Language Generation (INLG 2019) 

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RC-QED: Evaluating Natural Language Derivations in Multi-Hop Reading Comprehension

Oct 10, 2019
Naoya Inoue, Pontus Stenetorp, Kentaro Inui


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Riposte! A Large Corpus of Counter-Arguments

Oct 08, 2019
Paul Reisert, Benjamin Heinzerling, Naoya Inoue, Shun Kiyono, Kentaro Inui


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Select and Attend: Towards Controllable Content Selection in Text Generation

Sep 10, 2019
Xiaoyu Shen, Jun Suzuki, Kentaro Inui, Hui Su, Dietrich Klakow, Satoshi Sekine

* EMNLP 2019 

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TEASPN: Framework and Protocol for Integrated Writing Assistance Environments

Sep 05, 2019
Masato Hagiwara, Takumi Ito, Tatsuki Kuribayashi, Jun Suzuki, Kentaro Inui

* Accepted at EMNLP 2019 (system demonstrations) 

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An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction

Sep 02, 2019
Shun Kiyono, Jun Suzuki, Masato Mita, Tomoya Mizumoto, Kentaro Inui

* Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019) 

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