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Character-based Neural Embeddings for Tweet Clustering ...
Abstract: In this paper we show how the performance of tweet clustering can be improved by leveraging character-based neural networks. The proposed approach overcomes the limitations related to the vocabulary explosion in the word-based models and allows for the seamless processing of the multilingual content. Our evaluation results and code are available on-line at https://github.com/vendi12/tweet2vec_clustering ... : Accepted at the SocialNLP 2017 workshop held in conjunction with EACL 2017, April 3, 2017, Valencia, Spain ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Information Retrieval cs.IR
URL: https://dx.doi.org/10.48550/arxiv.1703.05123
https://arxiv.org/abs/1703.05123
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Character-Based Neural Embeddings For Tweet Clustering ...
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3
CLEF 2017 Task overview: The IR Task at the eHealth Evaluation Lab evaluating retrieval methods for consumer Health search
Palotti, Joao; Zuccon, Guido; Jimmy. - : CEUR-WS, 2017
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4
Generalizing translation models in the probabilistic relevance framework
Rekabsaz, Navid; Lupu, Mihai; Hanbury, Allan. - : ACM Press, 2016
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5
The IR Task at the CLEF eHealth evaluation lab 2016: User-centred health information retrieval
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6
Information access evaluation : multilinguality, multimodality, and interaction ; 5th International Conference of the CLEF Initiative, CLEF 2014, Sheffield, UK, September 15 - 18, 2014 ; proceedings
Toms, Elaine (Hrsg.); Hall, Mark (Hrsg.); Sanderson, Mark (Hrsg.). - Cham [u.a.] : Springer, 2014
BLLDB
UB Frankfurt Linguistik
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7
Information access evaluation - multilinguality, multimodality, and interaction: 5th international conference of the CLEF initiative, CLEF 2014, Sheffield, UK, September 15-18, 2014, proceedings
Kanoulas, Evangelos; Lupu, Mihai; Clough, Paul. - : Springer International Publishing AG, 2014
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8
Conference Report CLEF2014: Information Access Evaluation meets Multilinguality, Multimodality, and Interaction
Cappellato, Linda; Clough, Paul; Ferro, Nicola. - : Association for Computing Machinery, 2014
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9
Overview of INEX 2014
Bellot, Patrice; Bogers, Toine; Geva, Shlomo. - : Springer, Cham, 2014
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10
CLEF 2014 : information access evaluation meets multilinguality, multimodality, and interaction
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