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1
Quality Assurance of Generative Dialog Models in an Evolving Conversational Agent Used for Swedish Language Practice ...
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2
Improve Sentence Alignment by Divide-and-conquer ...
Zhang, Wu. - : arXiv, 2022
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3
A Neural Pairwise Ranking Model for Readability Assessment ...
Lee, Justin; Vajjala, Sowmya. - : arXiv, 2022
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4
SMDT: Selective Memory-Augmented Neural Document Translation ...
Zhang, Xu; Yang, Jian; Huang, Haoyang. - : arXiv, 2022
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5
Learn from Structural Scope: Improving Aspect-Level Sentiment Analysis with Hybrid Graph Convolutional Networks ...
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6
Learning the Ordering of Coordinate Compounds and Elaborate Expressions in Hmong, Lahu, and Chinese ...
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7
Modeling Intensification for Sign Language Generation: A Computational Approach ...
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8
A Transformer-Based Contrastive Learning Approach for Few-Shot Sign Language Recognition ...
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9
Open Source HamNoSys Parser for Multilingual Sign Language Encoding ...
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10
A Comprehensive Review of Sign Language Recognition: Different Types, Modalities, and Datasets ...
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11
Sign Language Video Retrieval with Free-Form Textual Queries ...
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12
pNLP-Mixer: an Efficient all-MLP Architecture for Language ...
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13
ParaNames: A Massively Multilingual Entity Name Corpus ...
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14
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments ...
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15
Focus on the Target's Vocabulary: Masked Label Smoothing for Machine Translation ...
Chen, Liang; Xu, Runxin; Chang, Baobao. - : arXiv, 2022
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16
Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information ...
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17
Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation ...
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18
IndicXNLI: Evaluating Multilingual Inference for Indian Languages ...
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19
MMTAfrica: Multilingual Machine Translation for African Languages ...
Abstract: In this paper, we focus on the task of multilingual machine translation for African languages and describe our contribution in the 2021 WMT Shared Task: Large-Scale Multilingual Machine Translation. We introduce MMTAfrica, the first many-to-many multilingual translation system for six African languages: Fon (fon), Igbo (ibo), Kinyarwanda (kin), Swahili/Kiswahili (swa), Xhosa (xho), and Yoruba (yor) and two non-African languages: English (eng) and French (fra). For multilingual translation concerning African languages, we introduce a novel backtranslation and reconstruction objective, BT\&REC, inspired by the random online back translation and T5 modeling framework respectively, to effectively leverage monolingual data. Additionally, we report improvements from MMTAfrica over the FLORES 101 benchmarks (spBLEU gains ranging from $+0.58$ in Swahili to French to $+19.46$ in French to Xhosa). We release our dataset and code source at https://github.com/edaiofficial/mmtafrica. ... : WMT Shared Task, EMNLP 2021 (version 2) ...
Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; Computers and Society cs.CY; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2204.04306
https://arxiv.org/abs/2204.04306
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20
mGPT: Few-Shot Learners Go Multilingual ...
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