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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 (1.237)
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62
Hits 1 – 20 of 1.240
1
Characterizing News Portrayal of Civil Unrest in Hong Kong, 1998–2020 ...
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
;
., Giovanna Maria Dora
;
Bhattacharya, Rohit
. - : Underline Science Inc., 2022
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2
Jibes & Delights: A Dataset of Targeted Insults and Compliments to Tackle Online Abuse ...
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
;
Mamidi, Radhika
;
Pant, Kartikey
. - : Underline Science Inc., 2022
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3
Bird’s Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach ...
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
;
Hou, Yifan
;
Sachan, Mrinmaya
. - : Underline Science Inc., 2022
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4
Phrase-Level Action Reinforcement Learning for Neural Dialog Response Generation ...
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
;
., Akiko
;
Yamazaki, Takato
. - : Underline Science Inc., 2021
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5
10D: Phonology, Morphology and Word Segmentation #1 ...
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
. - : Underline Science Inc., 2021
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6
Sample-efficient Linguistic Generalizations through Program Synthesis: Experiments with Phonology Problems ...
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
;
Choudhury, Monojit
;
Misra Sharma, Dipti
. - : Underline Science Inc., 2021
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7
19th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology - Part 2 ...
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
. - : Underline Science Inc., 2021
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8
18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology - Part 1 ...
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
. - : Underline Science Inc., 2021
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9
The Match-Extend Serialization Algorithm in Multiprecedence ...
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
;
Papillon, Maxime
. - : Underline Science Inc., 2021
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10
Recognizing Reduplicated Forms: Finite-State Buffered Machines ...
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
;
Wang, Yang
. - : Underline Science Inc., 2021
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11
Correcting Chinese Spelling Errors with Phonetic Pre-training ...
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
;
He, Zhongjun
;
Pang, Chao
. - : Underline Science Inc., 2021
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12
PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction ...
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
;
Liu, Shulin
. - : Underline Science Inc., 2021
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13
Including Signed Languages in Natural Language Processing ...
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
;
Alikhani, Malihe
;
Goldberg, Yoav
. - : Underline Science Inc., 2021
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14
When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation ...
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
;
Chen, Jiajun
;
Dai, Xinyu
;
Huang, Shujian
;
Li, Jiahuan
;
Shen, Yutong
. - : Underline Science Inc., 2021
Abstract:
Read paper: https://www.aclanthology.org/2021.acl-short.69 Abstract: Subword segmentation algorithms have been a \textit{de facto} choice when building neural machine translation systems. However, most of them need to learn a segmentation model based on some heuristics, which may produce sub-optimal segmentation. This can be problematic in some scenarios when the target language has rich morphological changes or there is not enough data for learning compact composition rules. Translating at fully character level has the potential to alleviate the issue, but empirical performances of character-based models has not been fully explored. In this paper, we present an in-depth comparison between character-based and subword-based NMT systems under three settings: translating to typologically diverse languages, training with low resource, and adapting to unseen domains. Experiment results show strong competitiveness of character-based models. Further analyses show that compared to subword-based models, ...
Keyword:
Computational Linguistics
;
Condensed Matter Physics
;
Deep Learning
;
Electromagnetism
;
FOS Physical sciences
;
Information and Knowledge Engineering
;
Neural Network
;
Semantics
URL:
https://dx.doi.org/10.48448/mz1t-5939
https://underline.io/lecture/25626-when-is-char-better-than-subword-a-systematic-study-of-segmentation-algorithms-for-neural-machine-translation
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15
The Reading Machine: a Versatile Framework for Studying Incremental Parsing Strategies ...
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
;
Dary, Franck
;
Nasr, Alexis
. - : Underline Science Inc., 2021
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16
To POS Tag or Not to POS Tag: The Impact of POS Tags on Morphological Learning in Low-Resource Settings ...
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
;
Hulden, Mans
;
Liu, Ling
. - : Underline Science Inc., 2021
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17
Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex Words ...
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
;
., Hinrich
;
Hofmann, Valentin
. - : Underline Science Inc., 2021
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18
HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation ...
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
;
Akhtar, Md Shad
;
Bhattacharjee, Sourabh
. - : Underline Science Inc., 2021
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19
Minimally-Supervised Morphological Segmentation using Adaptor Grammars with Linguistic Priors ...
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
;
Callejas, Francesca
;
Eskander, Ramy
. - : Underline Science Inc., 2021
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20
LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification ...
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
;
Cao, Pengfei
;
Chen, Yuguang
. - : Underline Science Inc., 2021
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