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1
A Feasibility Study of Answer-Agnostic Question Generation for Education ...
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2
Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification ...
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3
Simplification Using Paraphrases and Context-Based Lexical Substitution
In: Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies ; https://hal.archives-ouvertes.fr/hal-01838519 ; Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Association for Computational Linguistics, Jun 2018, Nouvelle Orléans, United States (2018)
Abstract: International audience ; Lexical simplification involves identifying complex words or phrases that need to be simplified, and recommending simpler meaning-preserving substitutes that can be more easily understood. We propose a complex word identification (CWI) model that exploits both lexical and contextual features, and a simplification mechanism which relies on a word-embedding lexical substitution model to replace the detected complex words with simpler paraphrases. We compare our CWI and lexical simplification models to several baselines, and evaluate the performance of our simplification system against human judgments. The results show that our models are able to detect complex words with higher accuracy than other commonly used methods, and propose good simplification substitutes in context. They also highlight the limited contribution of context features for CWI, which nonetheless improve simplification compared to context-unaware models.
Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO]Computer Science [cs]; lexical substitution; paraphrases; simplification
URL: https://hal.archives-ouvertes.fr/hal-01838519
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4
Matching readers' preferences and reading skills with appropriate Web texts
In: Association for Computational Linguistics / European Chapter. Conference of the European Chapter of the Association for Computational Linguistics. - Menlo Park, Calif. : ACL 12 (2009), 49-52
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5
Penn Discourse Treebank Version 2.0
Prasad, Rashmi; Lee, Alan; Dinesh, Nikhil. - : Linguistic Data Consortium, 2008. : https://www.ldc.upenn.edu, 2008
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6
Penn Discourse Treebank Version 2.0 ...
Prasad, Rashmi; Lee, Alan; Dinesh, Nikhil. - : Linguistic Data Consortium, 2008
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7
Sense Annotation in the Penn Discourse Treebank
In: Departmental Papers (CIS) (2008)
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8
The Penn Discourse Treebank 2.0 Annotation Manual
In: IRCS Technical Reports Series (2007)
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9
A short introduction to the Penn Discourse TreeBank
In: Treebanking for discourse and speech. - Frederiksberg : Samfundslitteratur (2006), 9-28
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10
A Centering analysis of relative clauses in English and Greek
In: University of Pennsylvania Working Papers in Linguistics (2005)
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11
Evaluation of text coherence for electronic essay scoring systems
In: Natural language engineering. - Cambridge : Cambridge University Press 10 (2004) 1, 25-55
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12
D-LTAG System: Discourse Parsing with a Lexicalized Tree-Adjoining Grammar
In: Journal of logic, language and information. - Dordrecht [u.a.] : Kluwer 12 (2003) 3, 261-280
OLC Linguistik
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13
Discourse and information structure
In: Journal of logic, language and information. - Dordrecht [u.a.] : Kluwer 12 (2003) 3, 249-374
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14
Effects of subordination on referential form and interpretation
In: University of Pennsylvania. University of Pennsylvania working papers in linguistics. - Philadelphia, Pa. : Univ. 9 (2003) 1, 151-167
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15
Centering in Greek ...
Miltsakaki, Eleni. - : Selected papers on theoretical and applied linguistics, 2003
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16
The syntax -discourse interface: Effects of the main -subordinate distinction on attention structure
In: Dissertations available from ProQuest (2003)
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17
Effects of Subordination on Referential Form and Interpretation
In: University of Pennsylvania Working Papers in Linguistics (2003)
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18
Toward an Aposynthesis of Topic Continuity and Intrasentential Anaphora
In: Computational linguistics. - Cambridge, Mass. : MIT Press 28 (2002) 3, 319-356
OLC Linguistik
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19
Toward an aposynthesis of topic continuity and intrasentential anaphora
In: Computational linguistics. - Cambridge, Mass. : MIT Press 28 (2002) 3, 319-355
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20
Empirical studies of centering shifts and cue phrases as embedded segment boundary markers
In: University of Pennsylvania. University of Pennsylvania working papers in linguistics. - Philadelphia, Pa. : Univ. 7 (2002) 2, 39-57
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