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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 ...
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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 ...
Abstract: Sign language recognition from sequences of monocular images or 2D poses is a challenging field, not only due to the difficulty to infer 3D information from 2D data, but also due to the temporal relationship between the sequences of information. Additionally, the wide variety of signs and the constant need to add new ones on production environments makes it infeasible to use traditional classification techniques. We propose a novel Contrastive Transformer-based model, which demonstrate to learn rich representations from body key points sequences, allowing better comparison between vector embedding. This allows us to apply these techniques to perform one-shot or few-shot tasks, such as classification and translation. The experiments showed that the model could generalize well and achieved competitive results for sign classes never seen in the training process. ...
Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; Computer Vision and Pattern Recognition cs.CV; FOS Computer and information sciences; Machine Learning cs.LG
URL: https://arxiv.org/abs/2204.02803
https://dx.doi.org/10.48550/arxiv.2204.02803
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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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