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1
A Neural Pairwise Ranking Model for Readability Assessment ...
Lee, Justin; Vajjala, Sowmya. - : arXiv, 2022
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2
Subspace-based Representation and Learning for Phonotactic Spoken Language Recognition ...
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3
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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4
Mono vs Multilingual BERT: A Case Study in Hindi and Marathi Named Entity Recognition ...
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5
Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns ...
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6
WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language ...
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7
A Transformer-Based Contrastive Learning Approach for Few-Shot Sign Language Recognition ...
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8
Including Facial Expressions in Contextual Embeddings for Sign Language Generation ...
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9
Statistical and Spatio-temporal Hand Gesture Features for Sign Language Recognition using the Leap Motion Sensor ...
Bird, Jordan J.. - : arXiv, 2022
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10
pNLP-Mixer: an Efficient all-MLP Architecture for Language ...
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11
Multilingual Abusiveness Identification on Code-Mixed Social Media Text ...
Ranjan, Ekagra; Poddar, Naman. - : arXiv, 2022
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12
hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification ...
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13
StableMoE: Stable Routing Strategy for Mixture of Experts ...
Dai, Damai; Dong, Li; Ma, Shuming. - : arXiv, 2022
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14
BERTuit: Understanding Spanish language in Twitter through a native transformer ...
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15
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification ...
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16
Frame Shift Prediction ...
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17
Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning ...
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18
Data Bootstrapping Approaches to Improve Low Resource Abusive Language Detection for Indic Languages ...
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19
Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised? ...
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20
Assessment of Massively Multilingual Sentiment Classifiers ...
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