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1
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension ...
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2
CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals ...
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3
AdaST: Dynamically Adapting Encoder States in the Decoder for End-to-End Speech-to-Text Translation ...
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4
Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation ...
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5
TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models ...
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6
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation ...
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7
Bridging between Cognitive Processing Signals and Linguistic Features via a Unified Attentional Network ...
Ren, Yuqi; Xiong, Deyi. - : arXiv, 2021
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8
Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range Context ...
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9
RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling ...
Quan, Jun; Zhang, Shian; Cao, Qian. - : arXiv, 2020
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10
Probing Word Translations in the Transformer and Trading Decoder for Encoder Layers ...
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11
Modeling Homophone Noise for Robust Neural Machine Translation ...
Qin, Wenjie; Li, Xiang; Sun, Yuhui. - : arXiv, 2020
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12
Merging External Bilingual Pairs into Neural Machine Translation ...
Wang, Tao; Kuang, Shaohui; Xiong, Deyi. - : arXiv, 2019
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13
BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels ...
Jing, Yimin; Xiong, Deyi; Zhen, Yan. - : arXiv, 2019
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14
Fusing Recency into Neural Machine Translation with an Inter-Sentence Gate Model ...
Kuang, Shaohui; Xiong, Deyi. - : arXiv, 2018
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15
Modeling Source Syntax for Neural Machine Translation ...
Li, Junhui; Xiong, Deyi; Tu, Zhaopeng. - : arXiv, 2017
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16
Linguistically Motivated Statistical Machine Translation : Models and Algorithms
Xiong, Deyi [Verfasser]; Zhang, Min [Verfasser]. - Puchong, Selangor D.E. : Springer Singapore, 2016
DNB Subject Category Language
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17
BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings ...
Zhang, Biao; Xiong, Deyi; Su, Jinsong. - : arXiv, 2016
Abstract: In this paper, we propose a bidimensional attention based recursive autoencoder (BattRAE) to integrate clues and sourcetarget interactions at multiple levels of granularity into bilingual phrase representations. We employ recursive autoencoders to generate tree structures of phrases with embeddings at different levels of granularity (e.g., words, sub-phrases and phrases). Over these embeddings on the source and target side, we introduce a bidimensional attention network to learn their interactions encoded in a bidimensional attention matrix, from which we extract two soft attention weight distributions simultaneously. These weight distributions enable BattRAE to generate compositive phrase representations via convolution. Based on the learned phrase representations, we further use a bilinear neural model, trained via a max-margin method, to measure bilingual semantic similarity. To evaluate the effectiveness of BattRAE, we incorporate this semantic similarity as an additional feature into a state-of-the-art ... : 7 pages, accepted by AAAI 2017 ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://arxiv.org/abs/1605.07874
https://dx.doi.org/10.48550/arxiv.1605.07874
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18
Linguistically Motivated Statistical Machine Translation : Models and Algorithms
Xiong, Deyi [Verfasser]; Zhang, Min [Verfasser]. - Puchong, Selangor D.E. : Springer Singapore, 2015
DNB Subject Category Language
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19
Combining documentation and research: ongoing work on an endangered language
In: Proceedings of IALP 2012 (2012 International Conference on Asian Language Processing) ; IALP 2012 (2012 International Conference on Asian Language Processing) ; https://halshs.archives-ouvertes.fr/halshs-00731261 ; IALP 2012 (2012 International Conference on Asian Language Processing), 2012, Hanoi, Vietnam. pp.169-172 (2012)
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20
Combining documentation and research: ongoing work on an endangered language
In: Proceedings of IALP 2012 (2012 International Conference on Asian Language Processing) ; IALP 2012 (2012 International Conference on Asian Language Processing) ; https://halshs.archives-ouvertes.fr/halshs-00731261 ; IALP 2012 (2012 International Conference on Asian Language Processing), 2012, Hanoi, Vietnam. pp.169-172 (2012)
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