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1
Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation ...
Lai, Siyu; Yang, Zhen; Meng, Fandong. - : arXiv, 2022
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2
Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ...
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3
MSCTD: A Multimodal Sentiment Chat Translation Dataset ...
Abstract: Multimodal machine translation and textual chat translation have received considerable attention in recent years. Although the conversation in its natural form is usually multimodal, there still lacks work on multimodal machine translation in conversations. In this work, we introduce a new task named Multimodal Chat Translation (MCT), aiming to generate more accurate translations with the help of the associated dialogue history and visual context. To this end, we firstly construct a Multimodal Sentiment Chat Translation Dataset (MSCTD) containing 142,871 English-Chinese utterance pairs in 14,762 bilingual dialogues and 30,370 English-German utterance pairs in 3,079 bilingual dialogues. Each utterance pair, corresponding to the visual context that reflects the current conversational scene, is annotated with a sentiment label. Then, we benchmark the task by establishing multiple baseline systems that incorporate multimodal and sentiment features for MCT. Preliminary experiments on four language directions ... : Accepted at ACL 2022 as a long paper of main conference. Code and data: https://github.com/XL2248/MSCTD ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2202.13645
https://arxiv.org/abs/2202.13645
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4
ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization ...
Wang, Jiaan; Meng, Fandong; Lu, Ziyao. - : arXiv, 2022
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5
EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation ...
Xu, Yulin; Yang, Zhen; Meng, Fandong. - : arXiv, 2022
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6
A Survey on Cross-Lingual Summarization ...
Wang, Jiaan; Meng, Fandong; Zheng, Duo. - : arXiv, 2022
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7
Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ...
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8
Modeling Bilingual Conversational Characteristics for Neural Chat Translation ...
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9
Sequence-Level Training for Non-Autoregressive Neural Machine Translation ...
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10
Competence-based Curriculum Learning for Multilingual Machine Translation ...
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