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Hits 1 – 20 of 66
1
Pushing the right buttons: adversarial evaluation of quality estimation
Specia, Lucia
;
Fomicheva, Marina
;
Ranasinghe, Tharindu
...
In: Proceedings of the Sixth Conference on Machine Translation ; 625 ; 638 (2022)
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2
Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Sanjeev
;
Koehn, Philipp
. - : Underline Science Inc., 2021
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3
Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora ...
Kumar, Gaurav
;
Koehn, Philipp
;
Khudanpur, Sanjeev
. - : arXiv, 2021
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4
Cross-Lingual BERT Contextual Embedding Space Mapping with Isotropic and Isometric Conditions ...
Xu, Haoran
;
Koehn, Philipp
. - : arXiv, 2021
Abstract:
Typically, a linearly orthogonal transformation mapping is learned by aligning static type-level embeddings to build a shared semantic space. In view of the analysis that contextual embeddings contain richer semantic features, we investigate a context-aware and dictionary-free mapping approach by leveraging parallel corpora. We illustrate that our contextual embedding space mapping significantly outperforms previous multilingual word embedding methods on the bilingual dictionary induction (BDI) task by providing a higher degree of isomorphism. To improve the quality of mapping, we also explore sense-level embeddings that are split from type-level representations, which can align spaces in a finer resolution and yield more precise mapping. Moreover, we reveal that contextual embedding spaces suffer from their natural properties -- anisotropy and anisometry. To mitigate these two problems, we introduce the iterative normalization algorithm as an imperative preprocessing step. Our findings unfold the tight ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://arxiv.org/abs/2107.09186
https://dx.doi.org/10.48550/arxiv.2107.09186
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5
Learning Policies for Multilingual Training of Neural Machine Translation Systems ...
Kumar, Gaurav
;
Koehn, Philipp
;
Khudanpur, Sanjeev
. - : arXiv, 2021
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6
Zero-Shot Cross-Lingual Dependency Parsing through Contextual Embedding Transformation ...
Xu, Haoran
;
Koehn, Philipp
. - : arXiv, 2021
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7
Embedding-Enhanced Giza++: Improving Alignment in Low- and High- Resource Scenarios Using Embedding Space Geometry ...
Marchisio, Kelly
;
Xiong, Conghao
;
Koehn, Philipp
. - : arXiv, 2021
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8
Facebook AI WMT21 News Translation Task Submission ...
Tran, Chau
;
Bhosale, Shruti
;
Cross, James
. - : arXiv, 2021
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9
Levenshtein Training for Word-level Quality Estimation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Matt
;
Ding, Shuoyang
. - : Underline Science Inc., 2021
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10
Alternative Input Signals Ease Transfer in Multilingual Machine Translation ...
Sun, Simeng
;
Fan, Angela
;
Cross, James
. - : arXiv, 2021
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11
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces ...
Marchisio, Kelly
;
Park, Youngser
;
Saad-Eldin, Ali
. - : arXiv, 2021
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12
XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment ...
El-Kishky, Ahmed
;
Renduchintala, Adithya
;
Cross, James
. - : arXiv, 2021
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13
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data ...
Ko, Wei-Jen
;
El-Kishky, Ahmed
;
Renduchintala, Adithya
. - : arXiv, 2021
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14
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Ali
;
Alyakin, Anyon
. - : Underline Science Inc., 2021
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15
Neural machine translation
Koehn, Philipp
. - Cambridge : Cambridge University Press, 2020
BLLDB
UB Frankfurt Linguistik
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16
Exploiting Sentence Order in Document Alignment ...
Thompson, Brian
;
Koehn, Philipp
. - : arXiv, 2020
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17
A user study of neural interactive translation prediction [<Journal>]
Knowles, Rebecca
[Verfasser];
Sanchez-Torron, Marina
[Verfasser];
Koehn, Philipp
[Verfasser]
DNB Subject Category Language
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18
Findings of the 2018 conference on machine translation (WMT18)
Federmann, Christian
;
Koehn, Philipp
;
Monz, Christof
...
In: Bojar, Ondřej orcid:0000-0002-0606-0050 , Federmann, Christian, Fishel, Mark, Graham, Yvette, Haddow, Barry, Huck, Matthias, Koehn, Philipp and Monz, Christof (2018) Findings of the 2018 conference on machine translation (WMT18). In: Third Conference on Machine Translation, Volume 2: Shared Task Papers, 31 Oct - 1 Nov 2018, Brussels, Belgium. (2018)
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19
ParaCrawl Corpus version 1.0
Koehn, Philipp
;
Heafield, Kenneth
;
Forcada, Mikel L.
. - : ParaCrawl, 2018
BASE
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20
On the Impact of Various Types of Noise on Neural Machine Translation ...
Khayrallah, Huda
;
Koehn, Philipp
. - : arXiv, 2018
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