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Evaluating Co-reference Chains based Conversation History in Conversational Question Answering
Bollegala, D; Coenen, FP; Mandya, AA. - : Springer, 2020
Abstract: This paper examines the effect of using co-reference chains based conversational history against the use of entire conversation history for conversational question answering (CoQA) task. The QANet model is modified to include conversational history and NeuralCoref is used to obtain co-reference chains based conversation history. The results of the study indicates that in spite of the availability of a large proportion of co-reference links in CoQA, the abstract nature of questions in CoQA renders it difficult to obtain correct mapping of co-reference related conversation history, and thus results in lower performance compared to systems that use entire conversation history. The effect of co-reference resolution examined on various domains and different conversation length, shows that co-reference resolution across questions is helpful for certain domains and medium-length conversations.
URL: http://livrepository.liverpool.ac.uk/3098685/
https://link.springer.com/chapter/10.1007%2F978-981-15-6168-9_24
http://livrepository.liverpool.ac.uk/3098685/1/pacling_2019_Angrosh_camera_ready.pdf
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2
Introducing a lexicon of verbal polarity shifters for English
Goggi, Sara [Herausgeber]; Isahara, Hitoshi [Herausgeber]; Declerck, Thierry [Herausgeber]. - Mannheim : Institut für Deutsche Sprache, Bibliothek, 2018
DNB Subject Category Language
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3
Building a morphological treebank for German from a linguistic database
Odijk, Jan [Herausgeber]; Piperidis, Stelios [Herausgeber]; Calzolari, Nicoletta [Herausgeber]. - Mannheim : Institut für Deutsche Sprache, Bibliothek, 2018
DNB Subject Category Language
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4
The German reference corpus DeReKo: new developments – new opportunities
Tokunaga, Takenobu [Herausgeber]; Declerck, Thierry [Herausgeber]; Hasida, Koiti [Herausgeber]. - Mannheim : Institut für Deutsche Sprache, Bibliothek, 2018
DNB Subject Category Language
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5
Disambiguation of verbal shifters
Declerck, Thierry [Herausgeber]; Tokunaga, Takenobu [Herausgeber]; Ruppenhofer, Josef [Verfasser]. - Mannheim : Institut für Deutsche Sprache, Bibliothek, 2018
DNB Subject Category Language
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6
Lightweight grammatical annotation in the TEI: new perspectives
Bański, Piotr Verfasser]. - Mannheim : Institut für Deutsche Sprache, Bibliothek, 2018
DNB Subject Category Language
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7
Introducing the CLARIN knowledge centre for linguistic diversity and language documentation
Piperidis, Stelios [Herausgeber]; Mazo, Hélène [Herausgeber]; Calzolari, Nicoletta [Herausgeber]. - Mannheim : Institut für Deutsche Sprache, Bibliothek, 2018
DNB Subject Category Language
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8
GeCoTagger: annotation of German verb complements with conditional random fields
Fürbacher, Monica [Verfasser]; Schneider, Roman [Verfasser]; Calzolari, Nicoletta [Herausgeber]. - Mannheim : Institut für Deutsche Sprache, Bibliothek, 2018
DNB Subject Category Language
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9
Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018), Miyazaki, 7 - 12 May 2018
Calzolari, Nicoletta (Hrsg.); Choukri, Khalid (Hrsg.); Cieri, Christopher (Hrsg.). - Miyazaki : European Language Resources Association (ELRA), 2018
IDS OBELEX meta
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10
Linguistically-driven framework for computationally efficient and scalable sign recognition
Metaxas, Dimitris N.; Dilsizian, Mark; Neidle, Carol. - : European Language Resources Association (ELRA), 2018
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11
Discovering the Language of Wine Reviews: A Text Mining Account
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12
Towards A Welsh Semantic Annotation System
Piao, Scott Songlin; Rayson, Paul Edward; Knight, Dawn. - : European Language Resources Association (ELRA), 2018
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13
Profiling Medical Journal Articles Using a Gene Ontology Semantic Tagger
El Haj, Mahmoud; Rayson, Paul Edward; Piao, Scott Songlin. - : European Language Resources Association (ELRA), 2018
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14
Arabic Dialect Identification in the Context of Bivalency and Code-Switching
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15
Towards an ISO Standard for Dialogue Act Annotation
In: Seventh conference on International Language Resources and Evaluation (LREC'10) ; https://hal.inria.fr/inria-00544997 ; Seventh conference on International Language Resources and Evaluation (LREC'10), May 2010, La Valette, Malta (2010)
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16
Towards an ISO standard for dialogue act annotation
In: http://infoscience.epfl.ch/record/150582 (2010)
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17
Workshop Co-chairs
In: http://aclweb.org/anthology/I/I08/I08-7.pdf (2008)
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18
The Linguistic DS: Linguisitic Description in MPEG-7 ...
Hasida, Koiti. - : arXiv, 2003
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19
Issues in Communication Game ...
Hasida, Koiti. - : arXiv, 2003
BASE
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20
Topics in constraint-based grammar of Japanese
Gunji, Takao; Hasida, Kôiti. - Dordrecht [u.a.] : Kluwer, 1998
MPI-SHH Linguistik
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