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Simple Search
Hits 1 – 14 of 14
1
Graph Neural Networks for Multiparallel Word Alignment ...
Imani, Ayyoob
;
Şenel, Lütfi Kerem
;
Sabet, Masoud Jalili
;
Yvon, François
;
Schütze, Hinrich
. - : arXiv, 2022
Abstract:
After a period of decrease, interest in word alignments is increasing again for their usefulness in domains such as typological research, cross-lingual annotation projection, and machine translation. Generally, alignment algorithms only use bitext and do not make use of the fact that many parallel corpora are multiparallel. Here, we compute high-quality word alignments between multiple language pairs by considering all language pairs together. First, we create a multiparallel word alignment graph, joining all bilingual word alignment pairs in one graph. Next, we use graph neural networks (GNNs) to exploit the graph structure. Our GNN approach (i) utilizes information about the meaning, position, and language of the input words, (ii) incorporates information from multiple parallel sentences, (iii) adds and removes edges from the initial alignments, and (iv) yields a prediction model that can generalize beyond the training sentences. We show that community detection provides valuable information for ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://arxiv.org/abs/2203.08654
https://dx.doi.org/10.48550/arxiv.2203.08654
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2
CaMEL: Case Marker Extraction without Labels ...
Weissweiler, Leonie
;
Hofmann, Valentin
;
Sabet, Masoud Jalili
. - : arXiv, 2022
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3
Graph Algorithms for Multiparallel Word Alignment
Imani, Ayyoob
;
Sabet, Masoud,
;
Keremşenel, Lütfi
...
In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ; The 2021 Conference on Empirical Methods in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-03424044 ; The 2021 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Nov 2021, Punta Cana, Dominica ; https://2021.emnlp.org/ (2021)
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4
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus ...
Imani, Ayyoob
;
Sabet, Masoud Jalili
;
Dufter, Philipp
. - : arXiv, 2021
BASE
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5
Graph Algorithms for Multiparallel Word Alignment ...
Imani, Ayyoob
;
Sabet, Masoud Jalili
;
Şenel, Lütfi Kerem
. - : arXiv, 2021
BASE
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6
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Cysouw, Michael
;
Dufter, Philipp
. - : Underline Science Inc., 2021
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7
Graph Algorithms for Multiparallel Word Alignment ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Hinrich
;
Imanigooghari, Ayyoob
. - : Underline Science Inc., 2021
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8
SimAlign: High Quality Word Alignments Without Parallel Training Data Using Static and Contextualized Embeddings
Jalili Sabet, Masoud
;
Dufter, Philipp
;
Yvon, François
...
In: EMNLP 2020 ; https://hal.archives-ouvertes.fr/hal-03013194 ; EMNLP 2020, Association for Computational Linguistics, Nov 2020, Online, United States. pp.1627 - 1643 (2020)
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9
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings
Sabet, Masoud Jalili
;
Dufter, Philipp
;
Schütze, Hinrich
In: Findings of ACL: EMNLP 2020 (2020)
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10
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings ...
Sabet, Masoud Jalili
;
Dufter, Philipp
;
Yvon, François
. - : arXiv, 2020
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11
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings ...
Sabet, Masoud Jalili
;
Dufter, Philipp
;
Schütze, Hinrich
. - : Universitätsbibliothek der Ludwig-Maximilians-Universität München, 2020
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12
The Effect of Mediation via the Interventionist Model of Dynamic Assessment on Reading Comprehension: Evidence from Iranian EFL Learners
Amini, Masumeh
;
Hassaskhah, Jaleh
;
Sabet, Masoud Khalili
In: Journal of Education and Practice; Vol 8, No 35 (2017); 169-180 (2018)
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13
Automatic translation memory cleaning [<Journal>]
Negri, Matteo
[Verfasser];
Ataman, Duygu
[Sonstige];
Sabet, Masoud Jalili
[Sonstige].
DNB Subject Category Language
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14
Visual and Spoken Texts in MCALL Courseware: The Effects of Text Modalities on the Vocabulary Retention of EFL Learners
Sabet, Masoud Khalili
;
Shalmani, Hamed Babaie
In: English Language Teaching; Vol 3, No 2 (2010); P30 (2010)
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