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Hits 21 – 38 of 38
21
AlloVera: A Multilingual Allophone Database ...
Mortensen, David R.
;
Li, Xinjian
;
Littell, Patrick
. - : arXiv, 2020
BASE
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22
Towards Minimal Supervision BERT-based Grammar Error Correction ...
Li, Yiyuan
;
Anastasopoulos, Antonios
;
Black, Alan W
. - : arXiv, 2020
BASE
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23
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ...
Vylomova, Ekaterina
;
White, Jennifer
;
Salesky, Elizabeth
;
Mielke, Sabrina J.
;
Wu, Shijie
;
Ponti, Edoardo
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Maudslay, Rowan Hall
;
Zmigrod, Ran
;
Valvoda, Josef
;
Toldova, Svetlana
;
Tyers, Francis
;
Klyachko, Elena
;
Yegorov, Ilya
;
Krizhanovsky, Natalia
;
Czarnowska, Paula
;
Nikkarinen, Irene
;
Krizhanovsky, Andrew
;
Pimentel, Tiago
;
Hennigen, Lucas Torroba
;
Kirov, Christo
;
Nicolai, Garrett
;
Williams, Adina
;
Anastasopoulos, Antonios
;
Cruz, Hilaria
;
Chodroff, Eleanor
;
Cotterell, Ryan
;
Silfverberg, Miikka
;
Hulden, Mans
. - : arXiv, 2020
Abstract:
A broad goal in natural language processing (NLP) is to develop a system that has the capacity to process any natural language. Most systems, however, are developed using data from just one language such as English. The SIGMORPHON 2020 shared task on morphological reinflection aims to investigate systems' ability to generalize across typologically distinct languages, many of which are low resource. Systems were developed using data from 45 languages and just 5 language families, fine-tuned with data from an additional 45 languages and 10 language families (13 in total), and evaluated on all 90 languages. A total of 22 systems (19 neural) from 10 teams were submitted to the task. All four winning systems were neural (two monolingual transformers and two massively multilingual RNN-based models with gated attention). Most teams demonstrate utility of data hallucination and augmentation, ensembles, and multilingual training for low-resource languages. Non-neural learners and manually designed grammars showed ... : 39 pages, SIGMORPHON ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://dx.doi.org/10.48550/arxiv.2006.11572
https://arxiv.org/abs/2006.11572
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24
It's not a Non-Issue: Negation as a Source of Error in Machine Translation ...
Hossain, Md Mosharaf
;
Anastasopoulos, Antonios
;
Blanco, Eduardo
. - : arXiv, 2020
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25
Automatic Extraction of Rules Governing Morphological Agreement ...
Chaudhary, Aditi
;
Anastasopoulos, Antonios
;
Pratapa, Adithya
. - : arXiv, 2020
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26
A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization ...
Neubig, Graham
;
Rijhwani, Shruti
;
Palmer, Alexis
. - : arXiv, 2020
BASE
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27
It’s Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information ...
Bugliarello, Emanuele
;
Mielke, Sabrina J.
;
Anastasopoulos, Antonios
. - : ETH Zurich, 2020
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28
Universal Phone Recognition with a Multilingual Allophone System ...
Li, Xinjian
;
Dalmia, Siddharth
;
Li, Juncheng
. - : arXiv, 2020
BASE
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29
It’s Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information
Mielke, Sabrina J.
;
Okazaki, Naoaki
;
Anastasopoulos, Antonios
...
In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (2020)
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30
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models ...
Jiang, Zhengbao
;
Anastasopoulos, Antonios
;
Araki, Jun
. - : arXiv, 2020
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31
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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32
Generalized Data Augmentation for Low-Resource Translation ...
Xia, Mengzhou
;
Kong, Xiang
;
Anastasopoulos, Antonios
. - : arXiv, 2019
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33
Pushing the Limits of Low-Resource Morphological Inflection ...
Anastasopoulos, Antonios
;
Neubig, Graham
. - : arXiv, 2019
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34
A Resource for Computational Experiments on Mapudungun ...
Duan, Mingjun
;
Fasola, Carlos
;
Rallabandi, Sai Krishna
. - : arXiv, 2019
BASE
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35
Should All Cross-Lingual Embeddings Speak English? ...
Anastasopoulos, Antonios
;
Neubig, Graham
. - : arXiv, 2019
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36
Towards Robust Toxic Content Classification ...
Kurita, Keita
;
Belova, Anna
;
Anastasopoulos, Antonios
. - : arXiv, 2019
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37
A small Griko-Italian speech translation corpus
Zanon Boito, Marcely
;
Anastasopoulos, Antonios
;
Lekakou, Marika
...
In: 6th international workshop on spoken language technologies for under-resourced languages(SLTU'18) ; https://hal.archives-ouvertes.fr/hal-01962528 ; 6th international workshop on spoken language technologies for under-resourced languages(SLTU'18), Aug 2018, New Delhi, India (2018)
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38
A case study on using speech-to-translation alignments for language documentation ...
Anastasopoulos, Antonios
;
Chiang, David
. - : arXiv, 2017
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