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Hits 61 – 80 of 116
61
Universal Phone Recognition with a Multilingual Allophone System ...
Li, Xinjian
;
Dalmia, Siddharth
;
Li, Juncheng
. - : arXiv, 2020
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62
The Return of Lexical Dependencies: Neural Lexicalized PCFGs ...
Zhu, Hao
;
Bisk, Yonatan
;
Neubig, Graham
. - : arXiv, 2020
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63
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization ...
Hu, Junjie
;
Ruder, Sebastian
;
Siddhant, Aditya
. - : arXiv, 2020
BASE
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64
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models ...
Jiang, Zhengbao
;
Anastasopoulos, Antonios
;
Araki, Jun
. - : arXiv, 2020
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65
AlloVera: a multilingual allophone database
Mortensen, David,
;
Li, Xinjian
;
Littell, Patrick
...
In: LREC 2020: 12th Language Resources and Evaluation Conference ; https://halshs.archives-ouvertes.fr/halshs-02527046 ; LREC 2020: 12th Language Resources and Evaluation Conference, European Language Resources Association, May 2020, Marseille, France ; https://lrec2020.lrec-conf.org/ (2020)
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66
How Can We Know What Language Models Know?
Jiang, Zhengbao
;
Xu, Frank F.
;
Araki, Jun
...
In: Transactions of the Association for Computational Linguistics, Vol 8, Pp 423-438 (2020) (2020)
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67
Improving Candidate Generation for Low-resource Cross-lingual Entity Linking
Zhou, Shuyan
;
Rijhwani, Shruti
;
Wieting, John
...
In: Transactions of the Association for Computational Linguistics, Vol 8, Pp 109-124 (2020) (2020)
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68
A Bilingual Generative Transformer for Semantic Sentence Embedding ...
Wieting, John
;
Neubig, Graham
;
Berg-Kirkpatrick, Taylor
. - : arXiv, 2019
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69
Generalized Data Augmentation for Low-Resource Translation ...
Xia, Mengzhou
;
Kong, Xiang
;
Anastasopoulos, Antonios
. - : arXiv, 2019
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70
Improving Robustness of Machine Translation with Synthetic Noise ...
Vaibhav, Vaibhav
;
Singh, Sumeet
;
Stewart, Craig
. - : arXiv, 2019
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71
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework ...
Wang, Zirui
;
Xie, Jiateng
;
Xu, Ruochen
. - : arXiv, 2019
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72
Towards Zero-resource Cross-lingual Entity Linking ...
Zhou, Shuyan
;
Rijhwani, Shruti
;
Neubig, Graham
. - : arXiv, 2019
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73
Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation ...
Wang, Xinyi
;
Neubig, Graham
. - : arXiv, 2019
Abstract:
To improve low-resource Neural Machine Translation (NMT) with multilingual corpora, training on the most related high-resource language only is often more effective than using all data available (Neubig and Hu, 2018). However, it is possible that an intelligent data selection strategy can further improve low-resource NMT with data from other auxiliary languages. In this paper, we seek to construct a sampling distribution over all multilingual data, so that it minimizes the training loss of the low-resource language. Based on this formulation, we propose an efficient algorithm, Target Conditioned Sampling (TCS), which first samples a target sentence, and then conditionally samples its source sentence. Experiments show that TCS brings significant gains of up to 2 BLEU on three of four languages we test, with minimal training overhead. ... : Accepted at ACL 2019 ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://dx.doi.org/10.48550/arxiv.1905.08212
https://arxiv.org/abs/1905.08212
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74
Pushing the Limits of Low-Resource Morphological Inflection ...
Anastasopoulos, Antonios
;
Neubig, Graham
. - : arXiv, 2019
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75
Self-Attentional Models for Lattice Inputs ...
Sperber, Matthias
;
Neubig, Graham
;
Pham, Ngoc-Quan
. - : arXiv, 2019
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76
Multilingual Neural Machine Translation With Soft Decoupled Encoding ...
Wang, Xinyi
;
Pham, Hieu
;
Arthur, Philip
. - : arXiv, 2019
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77
Beyond BLEU: Training Neural Machine Translation with Semantic Similarity ...
Wieting, John
;
Berg-Kirkpatrick, Taylor
;
Gimpel, Kevin
. - : arXiv, 2019
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78
Domain Adaptation of Neural Machine Translation by Lexicon Induction ...
Hu, Junjie
;
Xia, Mengzhou
;
Neubig, Graham
. - : arXiv, 2019
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79
Should All Cross-Lingual Embeddings Speak English? ...
Anastasopoulos, Antonios
;
Neubig, Graham
. - : arXiv, 2019
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80
DIRE: A Neural Approach to Decompiled Identifier Naming ...
Lacomis, Jeremy
;
Yin, Pengcheng
;
Schwartz, Edward J.
. - : arXiv, 2019
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