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1
Learning Prototypical Functions for Physical Artifacts ...
BASE
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2
Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing
Yaghoobzadeh, Yadollah; Schütze, Hinrich; Riloff, Ellen. - : Ludwig-Maximilians-Universität München, 2018
BASE
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3
A Probabilistic Annotation Model for Crowdsourcing Coreference
Kruschwitz, Udo; Chamberlain, Jon; Yu, Juntao. - : Association for Computational Linguistics, 2018
BASE
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4
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; Glavaš, Goran. - : Association for Computational Linguistics, 2018
Abstract: Exponential growth in the number of scientific publications yields the need for effective automatic analysis of rhetorical aspects of scientific writing. Acknowledging the argumentative nature of scientific text, in this work we investigate the link between the argumentative structure of scientific publications and rhetorical aspects such as discourse categories or citation contexts. To this end, we (1) augment a corpus of scientific publications annotated with four layers of rhetoric annotations with argumentation annotations and (2) investigate neural multi-task learning architectures combining argument extraction with a set of rhetorical classification tasks. By coupling rhetorical classifiers with the extraction of argumentative components in a joint multi-task learning setting, we obtain significant performance gains for different rhetorical analysis tasks.
Keyword: 004 Informatik
URL: https://madoc.bib.uni-mannheim.de/46086/
https://madoc.bib.uni-mannheim.de/46086/1/emnlp-18-multi%20%2831%29.pdf
https://madoc.bib.uni-mannheim.de/46086
BASE
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5
Adversarial propagation and zero-shot cross-lingual transfer of word vector specialization
Ponti, Edoardo Maria; Vulić, Ivan; Glavaš, Goran. - : Association for Computational Linguistics, 2018
BASE
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6
The EventStatus Corpus
Huang, Ruihong; Jurafsky, Daniel; Riloff, Ellen. - : Linguistic Data Consortium, 2017. : https://www.ldc.upenn.edu, 2017
BASE
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7
And That's A Fact: Distinguishing Factual and Emotional Argumentation in Online Dialogue ...
BASE
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8
Are you serious?: Rhetorical Questions and Sarcasm in Social Media Dialog ...
BASE
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9
The EventStatus Corpus ...
Huang, Ruihong; Jurafsky, Daniel; Riloff, Ellen. - : Linguistic Data Consortium, 2017
BASE
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10
Creating and Characterizing a Diverse Corpus of Sarcasm in Dialogue ...
BASE
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11
Domain-specific coreference resolution with lexicalized features
Gilbert, Nathan; Riloff, Ellen M.. - : Association for Computational Linguistics, 2014
BASE
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12
Information extraction
In: Handbook of natural language processing (Boca Raton, Fla., 2010), p. 511-532
MPI für Psycholinguistik
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13
Reconcile: A Coreference Resolution Research Platform
BASE
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14
Inducing domain-specific semantic class taggers from (almost) nothing
In: Association for Computational Linguistics. Proceedings of the conference. - Stroudsburg, Penn. : ACL 48 (2010) 1, 275-285
BLLDB
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15
Coreference Resolution With Reconcile
In: DTIC (2010)
BASE
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16
Conundrums in noun phrase coreference resolution: making sense of the state-of-the-art
Riloff, Ellen M.; Stoyanov, Veselin; Gilbert, Nathan; Cardie, Claire. - : Association for Computational Linguistics, 2009
BASE
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17
Toward completeness in concept extraction and classification
Riloff, Ellen M.; Hovy, Eduard; Kozareva, Zornitsa. - : Association for Computational Linguistics, 2009
BASE
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18
Corpus-based semantic lexicon induction with web-based corroboration
Igo, Sean P.; Riloff, Ellen M.. - : Association for Computational Linguistics, 2009
BASE
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19
Unified model of phrasal and sentential evidence for information extraction
Riloff, Ellen M.; Patwardhan, Siddharth. - : Association for Computational Linguistics, 2009
BASE
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20
Semantic class learning from the web with hyponym pattern linkage graphs
Riloff, Ellen M.; Kozareva, Zornitsa; Hovy, Eduard. - : Association for Computational Linguistics, 2008
BASE
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