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Publications
An Excerpt from Reviewed Papers Authored by Lab
Members
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Xin Du and Kumiko Tanaka-Ishii.
Semantic field of words represented as nonlinear
functions. Advances in Neural Information Processing
Systems (NeurIPS), 2022.
link
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Xin Du and Kumiko Tanaka-Ishii. Stock
portfolio selection balancing variance and tail risk via
stock vector representation acquired from price data and
texts. Knowledge Based Systems, 249, 2022.
link
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Kumiko Tanaka-Ishii and Shuntaro
Takahashi. A comparison of two fluctuation analyses for
natural language clustering phenomena: Taylor vs.
Ebeling & Neiman methods. Fractals, 2, 2021.
in press.
link
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Xin Du and Kumiko Tanaka-Ishii. Stock
embeddings acquired from news articles and price
history, and an application to portfolio optimization.
Proceedings of the 50th Annual Meeting of the
Association for Computational Linguistics (ACL)
Long Papers, 2020.
link
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Shuntaro Takahashi and Kumiko Tanaka-Ishii.
Evaluating computational language models with scaling
properties of natural language. Computational
Lingusitics, 45(3):1--33, 2019.
link
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Geng Ren, Shuntaro Takahashi, and
Kumiko Tanaka-Ishii. Entropy rate estimation for english
via a large cognitive experiment using mechanical turk.
Entropy, 21(12), December 2019.
link
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Shuntaro Takahashi, Yu Chen, and
Kumiko Tanaka-Ishii. Modeling financial time-series with
generative adversarial networks. Physica A,
527(121261), 2019.
link
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Kumiko Tanaka-Ishii and Tatsuru Kobayashi . Taylor's law
for linguistic sequences and random walk models.
Journal of Physics Communications,2018.
link
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Shuntaro
Takahashi and Kumiko Tanaka-Ishii. Cross Entropy of
Neural Language Models at Infinity—A New Bound of the
Entropy Rate. Entropy, 2018.
link
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Tatsuru Kobayashi, Kumiko Tanaka-Ishii. Taylor's Law of
Human Linguistic Sequences.
Proceedings of Annual Conference for Computational
Linguistics (ACL), pages 1138--1148, 2018.
link
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Daiki Hirano, Kumiko Tanaka-Ishii, and Andrew Finch.
Extraction of templates from phrases using Sequence
Binary Decision Diagrams. Natural Language
Engineering, Cambridge University Press,
24:1--33, 2018.
link
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Kumiko Tanaka-Ishii. Long-Range Correlation
Underlying Childhood Language and Generative Models.
frontiers in Psychology, section Quantitative
Psychology and Measurement, 2018. link
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Shuntaro Takahashi, Kumiko Tanaka-Ishii. Do Neural Nets
Learn Statistical Laws behind Natural Language?
PLoS One, 2017. link
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Ryosuke Takahira,
Kumiko Tanaka-Ishii, and Lukasz Debowski . Entropy Rate
Estimates for Natural Language—A New Extrapolation of
Compressed Large-Scale Corpora— Entropy, 2016.
link
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Kumiko Tanaka-Ishii and Armin Bunde.
Long-Range Memory in Literary Texts: On the Universal
Clustering of the Rare Words. PLoS One, 2016.
link
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Andrew Finch, Taisuke Harada, Kumiko Tanaka-Ishii, and
Eiichiro Sumita. Inducing a Bilingual Lexicon from short
Parallel Multiword Sequences. ACM Transactions on
Asian Low-Resource Language Information
Processing, 16(3), Article No.15. 2016.link
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Kumiko Tanaka-Ishii and Shunsuke Aihara. Computational
Constancy Measures of Texts-Yule’s K and Rényi’s
Entropy. Computational Linguistics (CL), 41(3):
481--502, 2015. link
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Andre Horie and Kumiko Tanaka-Ishii. Sentence Hedge
Detection without Cue Annotation: A Heuristic Cue
Selection Approach. 自然言語処理, 21(1):27-40, 2014.
link
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Andrew Michael Finch, Wei Song, Kumiko Tanaka-Ishii,
Eiichiro Sumita. Speaking Louder Than Words with
Pictures across Languages. AI magazine,
34(2):31-47, 2013.link
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Wei Song, Andrew Michael Finch, Kumiko Tanaka-Ishii,
Keiji Yasuda, Eiichiro Sumita. picoTrans: An Intelligent
Icon-Driven Interface for Cross-Lingual Communication.
ACM Transactions on Interactive Intelligent Systems
(IIS) , 3(1):1--31,Article No.5 2013.link
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Andre Kenji Horie, Kumiko Tanaka-Ishii, Mitsuru
Ishizuka. Verb Temporality Analysis using Reichenbach's
Tense System. Proceedings of International Conference
for Computational Linguistics (COLING), 471-482,
2012.link
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Hiroshi Yamaguchi and Kumiko Tanaka-Ishii. Text
Segmentation by Language Using Minimum Description
Length. Proceedings of Annual Conference for
Computational Linguistics (ACL), 969-978, 2012,
July.link
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Kumiko Tanaka-Ishii. Information Bias Inside English
Words. Journal of Quantitative Linguistics,
19(1): 77-94, 2012.link |
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Wei Song, Andrew Michael Finch, Kumiko Tanaka-Ishii,
Eiichiro Sumita. picoTrans: An Icon-driven User
Interface for Machine Translation on Mobile Devices.
Proceedings of International Conference on
Intelligent User Interfaces, pages 23--32, 2011,
Best Paper Award. link
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木村大翼, 田中久美子. 文書量に不変な定数-Yule のK, Golcher のVM
自然言語処理, 18(2):119--137, 2011, 論文賞受賞. link |
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Kumiko Tanaka-Ishii and Hiroshi Terada. Word familiarity
and frequency. Studia Linguistica, April,
65(1):96-116, 2011.link |
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Kumiko Tanaka-Ishii, Satoshi Tezuka, and Hiroshi Terada.
Sorting Texts by Readability. Computational
Linguistics (CL), 36(2) 203--227, 2010.link |
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Kumiko Tanaka-Ishii and Julian Godon. Kansuke: A
Logograph Look-Up Interface Based on a Few Modified
Stroke Prototypes. ACM Transactions on Computer-Human
Interaction (TOCHI) , 16(2) 1--17, 2009. link |
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Dani Yogatama and Kumiko Tanaka-Ishii. Multilingual
Spectral Clustering Using Document Similarity
Propagation. Proceedings of the Cnference on
Empirical Methods in Natural Language Processing
(EMNLP), pages 871--879, 2009. link |
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江原遥, 田中久美子. TypeAny: 言語判別を用いた多言語入力システム. 自然言語処理,
15(5):151--167, 2008.link |
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Kumiko Tanaka-Ishii and Zhihui Jin. From phoneme to
morpheme ---another verification in English and Chinese
using corpora---. Studia Linguistica,
62(2):224--248, July 2008.
link
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Yo Ehara and Kumiko Tanaka-Ishii. Multilingual Text
Entry using Automatic Language Detection. Proceedings
of International Joint Conference on Natural
Languate Processing, 2008. pages 441-448 link
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Lars Yencken, Zhihui Jin, and Kumiko Tanaka-Ishii.
Pinyomi: Dictionary lookup via orthographic
associations. Proceedings of the 10th Conference of
the Pacific Association for Computational
Linguistics, pages 13--21, 2007. link |
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Kumiko Tanaka-Ishii and Julian Godon. Kansuke: A Kanji
Look-Up System Based on a Few Stroke Prototypes. In
International Conference on the Computer Processing
of Oriental Languages (TOCHI) , pages 310--320,
2006. link |
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Kumiko Tanaka-Ishii and Hiroshi
Nakagawa. A Multilingual Usage Consultation Tool Based
on Internet Searching-More than a Search Engine, Less
than QA-. Proceedings of International World Wide Web
Conference Comittee (IW3C2), pages 363--371, May
2005. Best presentation award. link
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Kumiko Tanaka-Ishii, Michiko Abe,
and Hiroshi Nakagawa. Categorization of movies using
comments. Proceedings of International Conference of
Pacific Association for Computational Linguistics
, pages 221--229, 2003. Best paper award.
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Kumiko Tanaka-Ishii, Daichi
Hayakawa, and Masato Takeichi. Acquiring Vocabulary for
Predictive Text Entry through Dynamic Reuse of a Small
User Corpus. Proceedings of the Annual Meeting of
Association for Computational Linguistics (ACL),
pages 407--414, 2003. link
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Kumiko Tanaka-Ishii, Yusuke Inutsuka, and Masato Takeichi.
Entering Text with A Four-Button Device. In the 19th
International Conference on Computational Linguistics
(COLING), pages 988--994, 2002.
link
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Kumiko Tanaka-Ishii, Yusuke Inutsuka, and Masato Takeichi.
Japanese Text Input System With Digits --Can Japanese text be
estimated only from consonants?--. In Human Language
Technology Conference (HLT), pages 211--218, 2001. link
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Kumiko Tanaka-Ishii and Ian Frank. Multi-Agent
Explanation Strategies in Real-Time Domains. Proceedings of
Annual Meeting on Association for Computational Linguistics
(ACL), pages 158--165, 2000. link
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Kumiko Tanaka-Ishii, Koiti Hasida, and Itsuki
Noda. Reactive Content Selection in the Generation of Real-time
Soccer Commentary. Proceedings of International Conference on
Computational Linguistics (COLING), pages 1282--1288,
1998. link
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Kumiko Tanaka and Kyoji Umemura. Construction of a Bilingual
Dictionary Intermediated by a Third Language. Proceedings of
International Conference on Computational Linguistics
(COLING), pages 297--303, 1994.link
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