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The 2021 Conference on Empirical Methods in Natural Language Processing 2021 (90)
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Hits 1 – 20 of 90
1
Backtranslation in Neural Morphological Inflection ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Hulden, Mans
;
Liu, Ling
. - : Underline Science Inc., 2021
BASE
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2
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Carpuat, Marine
;
Xu, Weijia
. - : Underline Science Inc., 2021
BASE
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3
Translating Headers of Tabular Data: A Pilot Study of Schema Translation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Gao, Yan
;
Guo, Jiaqi
. - : Underline Science Inc., 2021
BASE
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4
Analyzing the Surprising Variability in Word Embedding Stability Across Languages ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Burdick, Laura
;
Kummerfeld, Jonathan
. - : Underline Science Inc., 2021
BASE
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5
Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Peng, Wei
. - : Underline Science Inc., 2021
BASE
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6
STaCK: Sentence Ordering with Temporal Commonsense Knowledge ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Ghosal, Deepanway
;
Majumder, Navonil
. - : Underline Science Inc., 2021
BASE
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7
Wikily Supervised Neural Translation Tailored to Cross-Lingual Tasks ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Callison-Burch, Chris
;
Rasooli, Mohammad Sadegh
;
Wijaya, Derry
. - : Underline Science Inc., 2021
Abstract:
Anthology paper link: https://aclanthology.org/2021.emnlp-main.124/ Abstract: We present a simple but effective approach for leveraging Wikipedia for neural machine translation as well as cross-lingual tasks of image captioning and dependency parsing without using any direct supervision from external parallel data or supervised models in the target language. We show that first sentences and titles of linked Wikipedia pages, as well as cross-lingual image captions, are strong signals for a seed parallel data to extract bilingual dictionaries and cross-lingual word embeddings for mining parallel text from Wikipedia. Our final model achieves high BLEU scores that are close to or sometimes higher than strong supervised baselines in low-resource languages; e.g. supervised BLEU of 4.0 versus 12.1 from our model in English-to-Kazakh. Moreover, we tailor our wikily supervised translation models to unsupervised image captioning, and cross-lingual dependency parser transfer. In image captioning, we train a ...
Keyword:
Computational Linguistics
;
Machine Learning
;
Machine Learning and Data Mining
;
Machine translation
;
Natural Language Processing
URL:
https://dx.doi.org/10.48448/s8d3-xy65
https://underline.io/lecture/37353-wikily-supervised-neural-translation-tailored-to-cross-lingual-tasks
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8
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Gheini, Mozhdeh
;
May, Jonathan
. - : Underline Science Inc., 2021
BASE
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9
Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning Approach ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Esplà-Gomis, Miquel
;
Pérez-Ortiz, Juan Antonio
. - : Underline Science Inc., 2021
BASE
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10
Sequence Length is a Domain: Length-based Overfitting in Transformer Models ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Bojar, Ondřej
;
Variš, Dušan
. - : Underline Science Inc., 2021
BASE
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11
Speechformer: Reducing Information Loss in Direct Speech Translation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Gaido, Marco
;
Negri, Matteo
. - : Underline Science Inc., 2021
BASE
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12
Data and Parameter Scaling Laws for Neural Machine Translation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Duh, Kevin
;
Gordon, Mitchell
. - : Underline Science Inc., 2021
BASE
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13
Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Feng, Yang
;
Zhang, Shaolei
. - : Underline Science Inc., 2021
BASE
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14
Learning to Rewrite for Non-Autoregressive Neural Machine Translation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Feng, Xiaocheng
;
Geng, Xinwei
. - : Underline Science Inc., 2021
BASE
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15
Towards Making the Most of Dialogue Characteristics for Neural Chat Translation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Fandong
;
Chen, Yufeng
. - : Underline Science Inc., 2021
BASE
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16
Improving the Quality Trade-Off for Neural Machine Translation Multi-Domain Adaptation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Byrne, Bill
;
Domhan, Tobias
. - : Underline Science Inc., 2021
BASE
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17
Sometimes We Want Ungrammatical Translations ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Parthasarathi, Prasanna
. - : Underline Science Inc., 2021
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18
Improving Simultaneous Translation by Incorporating Pseudo-References with Fewer Reorderings ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Chen, Junkun
;
Huang, Liang
. - : Underline Science Inc., 2021
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19
Pruning Neural Machine Translation for Speed Using Group Lasso ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Behnke, Maximiliana
;
Heafield, Kenneth
. - : Underline Science Inc., 2021
BASE
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20
Controlling Machine Translation for Multiple Attributes with Additive Interventions ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Filippova, Katja
;
Schioppa, Andrea
. - : Underline Science Inc., 2021
BASE
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