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21
Translate and label! An encoder-decoder approach for cross-lingual semantic role labeling
Daza, Angel [Verfasser]; Frank, Anette [Verfasser]; Inui, Kentaro [Herausgeber]. - Mannheim : Leibniz-Institut für Deutsche Sprache (IDS), Bibliothek, 2019
DNB Subject Category Language
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22
Cross-lingual semantic specialization via lexical relation induction
Glavaš, Goran; Vulić, Ivan; Korhonen, Anna. - : Association for Computational Linguistics, 2019
BASE
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23
Do we really need fully unsupervised cross-lingual embeddings?
Vulić, Ivan; Glavaš, Goran; Reichart, Roi. - : Association for Computational Linguistics, 2019
BASE
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24
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions ...
Abstract: In this paper, we propose a new kernel-based co-occurrence measure that can be applied to sparse linguistic expressions (e.g., sentences) with a very short learning time, as an alternative to pointwise mutual information (PMI). As well as deriving PMI from mutual information, we derive this new measure from the Hilbert--Schmidt independence criterion (HSIC); thus, we call the new measure the pointwise HSIC (PHSIC). PHSIC can be interpreted as a smoothed variant of PMI that allows various similarity metrics (e.g., sentence embeddings) to be plugged in as kernels. Moreover, PHSIC can be estimated by simple and fast (linear in the size of the data) matrix calculations regardless of whether we use linear or nonlinear kernels. Empirically, in a dialogue response selection task, PHSIC is learned thousands of times faster than an RNN-based PMI while outperforming PMI in accuracy. In addition, we also demonstrate that PHSIC is beneficial as a criterion of a data selection task for machine translation owing to its ... : Accepted by EMNLP 2018 ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning stat.ML
URL: https://dx.doi.org/10.48550/arxiv.1809.00800
https://arxiv.org/abs/1809.00800
BASE
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25
Unsupervised Learning of Style-sensitive Word Vectors ...
BASE
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26
The mechanism of additive composition [<Journal>]
Tian, Ran [Verfasser]; Okazaki, Naoaki [Sonstige]; Inui, Kentaro [Sonstige]
DNB Subject Category Language
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27
Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization ...
BASE
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28
An Attentive Neural Architecture for Fine-grained Entity Type Classification ...
BASE
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29
Advances in probabilistic and other parsing technologies
Hahn, Udo (Mitarb.); Sornlertlamvanich, Virach (Mitarb.); Vijay-Shanker, K. (Mitarb.). - Dordrecht [u.a.] : Kluwer, 2000
BLLDB
UB Frankfurt Linguistik
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30
Integration of speech and image understanding : proceedings ; 21 September 1999, Corfu, Greece
Roy, Deb K. (Mitarb.); Inui, Kentaro (Mitarb.); Denzler, J. (Mitarb.). - Los Alamitos, Calif. [u.a.] : IEEE Computer Society, 1999
BLLDB
UB Frankfurt Linguistik
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31
Articles - Selective Sampling for Example-based Word Sense Disambiguation
In: Computational linguistics. - Cambridge, Mass. : MIT Press 24 (1998) 4, 573-598
OLC Linguistik
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32
Selective sampling for example-based word sense disambiguation
In: Computational linguistics. - Cambridge, Mass. : MIT Press 24 (1998) 4, 573-597
BLLDB
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33
A New Probabilistic LR Language Model for Statistical Parsing
In: ftp://ftp.cs.titech.ac.jp/lab/tanaka/papers/97/inui97a.ps.gz (1997)
BASE
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34
Natural Language Analysis and Generation Technologies
In: ftp://ftp.cs.titech.ac.jp/pub/TR/93/TR93-0028.ps.gz (1993)
BASE
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35
Text Revision: A Model and Its Implementation
In: ftp://ftp.cs.titech.ac.jp/pub/TR/92/TR92-0011.ps.gz (1992)
BASE
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36
An Empirical Study on Statistical Disambiguation of Japanese Dependency Structures Using a Lexically Sensitive Language Model
In: http://galaga.jaist.ac.jp:8000/~kshirai/papers/shirai97d.pdf
BASE
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37
An Empirical Evaluation on Statistical Parsing of Japanese Sentences using Lexical Association Statistics
In: http://www.aclweb.org/anthology-new/W/W98/W98-1510.pdf
BASE
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38
Fine-grained Utterance Delimitation and Organization in Incremental Explanation Generation
In: ftp://ftp.cs.titech.ac.jp/lab/tanaka/papers/97/inui97d.ps.gz
BASE
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