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1
A New Amharic Speech Emotion Dataset and Classification Benchmark ...
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2
A Deep CNN Architecture with Novel Pooling Layer Applied to Two Sudanese Arabic Sentiment Datasets ...
Abstract: Arabic sentiment analysis has become an important research field in recent years. Initially, work focused on Modern Standard Arabic (MSA), which is the most widely-used form. Since then, work has been carried out on several different dialects, including Egyptian, Levantine and Moroccan. Moreover, a number of datasets have been created to support such work. However, up until now, less work has been carried out on Sudanese Arabic, a dialect which has 32 million speakers. In this paper, two new publicly available datasets are introduced, the 2-Class Sudanese Sentiment Dataset (SudSenti2) and the 3-Class Sudanese Sentiment Dataset (SudSenti3). Furthermore, a CNN architecture, SCM, is proposed, comprising five CNN layers together with a novel pooling layer, MMA, to extract the best features. This SCM+MMA model is applied to SudSenti2 and SudSenti3 with accuracies of 92.75% and 84.39%. Next, the model is compared to other deep learning classifiers and shown to be superior on these new datasets. Finally, the ... : 19 pages, 11 tables, 11 figures ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG
URL: https://dx.doi.org/10.48550/arxiv.2201.12664
https://arxiv.org/abs/2201.12664
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3
MKPM: Multi keyword-pair matching for natural language sentences
Lu, Xin; Deng, Yao; Sun, Ting. - : Springer, 2022
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4
Textual Data Augmentation for Efficient Active Learning on Tiny Datasets
Sutcliffe, Richard; Samothrakis, Spyridon; Quteineh, Husam. - : Association for Computational Linguistics, 2020
BASE
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5
Searching for musical features using natural language queries: the Cmerata evaluations at MediaEval [<Journal>]
Sutcliffe, Richard [Verfasser]; Hovy, Eduard [Sonstige]; Collins, Tom [Sonstige].
DNB Subject Category Language
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6
Overview of the CLEF 2008 Multilingual Question Answering Track
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7
Overview of ResPubliQA 2010: Question Answering Evaluation over European Legislation
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8
Natural language processing and the Mohawk language:creating a finite state morphological parser of Mohawk formal nouns
Assini, Alicia Alexandra. - : University of Limerick, 2013
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9
USING A ROBUST LAYERED PARSER TO ANALYSE TECHNICAL MANUAL TEXT
In: Cuadernos de Filología Inglesa; Vol. 9 Núm. 1 (2000) ; 1989-6123 ; 0213-5485 (2009)
BASE
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10
Overview of the CLEF 2007 Multilingual Question Answering Track
BASE
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11
The Multilingual Question Answering Track at CLEF
BASE
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12
Overview of the CLEF 2006 Multilingual Question Answering Track
BASE
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13
Overview of the CLEF 2005 Multilingual Question Answering Track
BASE
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14
Overview of the CLEF 2004 Multilingual Question answering track
BASE
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15
Artificial intelligence and cognitive science : 13th Irish conference ; proceedings
Narayanan, Ajit (Mitarb.); Pereira, Francisco B. (Mitarb.); Wilson, David (Mitarb.). - Berlin [u.a.] : Springer, 2002
BLLDB
UB Frankfurt Linguistik
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16
Artificial Intelligence and Cognitive Science : 13th Irish Conference, AICS 2002 Limerick, Ireland, September 12–13, 2002 Proceedings
O’Neill, Michael; Sutcliffe, Richard F. E; Ryan, Conor. - Berlin, Heidelberg : Springer-Verlag Berlin Heidelberg, 2002
UB Frankfurt Linguistik
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17
Industrial Parsing of Software Manuals
In: Computational linguistics. - Cambridge, Mass. : MIT Press 23 (1997) 4, 622-624
OLC Linguistik
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18
Industrial parsing of software manuale
Grefenstette, Gregory (Mitarb.); Lin, Dekang (Mitarb.); McElligott, Annette (Hrsg.). - Amsterdam : Rodopi, 1996
BLLDB
UB Frankfurt Linguistik
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19
Disambiguation by Association as a Practical Method: Experiments and Findings
In: Journal of quantitative linguistics. - London : Routledge 2 (1995) 1, 43-52
OLC Linguistik
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20
Creation of a Semantic Lexicon by Traversal of a Machine Tractable Concept Taxonomy
In: Journal of quantitative linguistics. - London : Routledge 2 (1995) 1, 33-42
OLC Linguistik
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