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21
SEAGLE: A platform for comparative evaluation of semantic encoders for information retrieval
Schmidt, Fabian David; Dietsche, Markus; Ponzetto, Simone Paolo. - : Association for Computational Linguistics, 2019
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22
Multilingual and cross-lingual graded lexical entailment
Glavaš, Goran; Vulić, Ivan; Ponzetto, Simone Paolo. - : Association for Computational Linguistics, 2019
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23
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data Only ...
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24
Unsupervised Cross-Lingual Information Retrieval Using Monolingual Data Only ...
Litschko, Robert; Glavas, Goran; Ponzetto, Simone Paolo. - : Apollo - University of Cambridge Repository, 2018
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25
Watset: Local-Global Graph Clustering with Applications in Sense and Frame Induction ...
Abstract: We present a detailed theoretical and computational analysis of the Watset meta-algorithm for fuzzy graph clustering, which has been found to be widely applicable in a variety of domains. This algorithm creates an intermediate representation of the input graph that reflects the "ambiguity" of its nodes. Then, it uses hard clustering to discover clusters in this "disambiguated" intermediate graph. After outlining the approach and analyzing its computational complexity, we demonstrate that Watset shows competitive results in three applications: unsupervised synset induction from a synonymy graph, unsupervised semantic frame induction from dependency triples, and unsupervised semantic class induction from a distributional thesaurus. Our algorithm is generic and can be also applied to other networks of linguistic data. ... : 58 pages, 17 figures, accepted at the Computational Linguistics journal ...
Keyword: 68T50; Computation and Language cs.CL; FOS Computer and information sciences; I.2.7
URL: https://dx.doi.org/10.48550/arxiv.1808.06696
https://arxiv.org/abs/1808.06696
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26
An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages ...
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27
Enriching Frame Representations with Distributionally Induced Senses ...
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28
A Resource-Light Method for Cross-Lingual Semantic Textual Similarity ...
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29
Unsupervised Cross-Lingual Information Retrieval Using Monolingual Data Only
Litschko, Robert; Glavas, Goran; Ponzetto, Simone Paolo. - : ACM, 2018. : ACM/SIGIR PROCEEDINGS 2018, 2018
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30
An argument-annotated corpus of scientific publications
Ponzetto, Simone Paolo; Lauscher, Anne; Glavaš, Goran. - : Association for Computational Linguistics, 2018
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31
Unsupervised semantic frame induction using triclustering
Panchenko, Alexander; Kutuzov, Andrei; Ponzetto, Simone Paolo. - : Association for Computational Linguistics, 2018
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32
Investigating the role of argumentation in the rhetorical analysis of scientific publications with neural multi-task learning models
Ponzetto, Simone Paolo; Eckert, Kai; Lauscher, Anne. - : Association for Computational Linguistics, 2018
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33
Automatic detection of uncertain statements in the financial domain
Theil, Christoph Kilian; Štajner, Sanja; Stuckenschmidt, Heiner. - : Springer International Publishing, 2018
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34
UniMa at SemEval-2018 Task 7 : semantic relation extraction and classification from scientific publications
Ponzetto, Simone Paolo; Zhang, Jingyi; Keiper, Thorsten. - : Association for Computational Linguistics, 2018
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35
An unsupervised word sense disambiguation system for under-resourced languages
Ustalov, Dmitry; Teslenko, Denis; Panchenko, Alexander. - : European Language Resources Association, ELRA-ELDA, 2018
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36
A resource-light method for cross-lingual semantic textual similarity
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37
Cross-lingual classification of topics in political texts
Glavaš, Goran [Verfasser]; Nanni, Federico [Verfasser]; Ponzetto, Simone Paolo [Verfasser]. - Mannheim : Universitätsbibliothek Mannheim, 2017
DNB Subject Category Language
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38
Improving neural knowledge base completion with cross-lingual projections
Klein, Patrick [Verfasser]; Ponzetto, Simone Paolo [Verfasser]; Glavaš, Goran [Verfasser]. - Mannheim : Universitätsbibliothek Mannheim, 2017
DNB Subject Category Language
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39
Dual tensor model for detecting asymmetric lexico-semantic relations
Glavaš, Goran [Verfasser]; Ponzetto, Simone Paolo [Verfasser]. - Mannheim : Universitätsbibliothek Mannheim, 2017
DNB Subject Category Language
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40
Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation ...
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