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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 (1.252)
Ji, Heng (8)
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2021 (1.252)
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Hits 1 – 20 of 1.252
1
Dependency Patterns of Complex Sentences and Semantic Disambiguation for Abstract Meaning Representation Parsing ...
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
;
., Yuji
;
Watanabe, Taro
. - : Underline Science Inc., 2021
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2
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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3
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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4
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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5
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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6
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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7
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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8
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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9
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
;
Sun, Yu
;
Wang, Haifeng
;
Wang, Shuohuan
;
Wu, Hua
;
Zhang, Chuanqiang
;
Zhang, Ruiqing
. - : Underline Science Inc., 2021
Abstract:
Read paper: https://www.aclanthology.org/2021.findings-acl.198 Abstract: Chinese spelling correction (CSC) is an important yet challenging task. Existing state-of-the-art methods either only use a pre-trained language model or incorporate phonological information as external knowledge. In this paper, we propose a novel end-to-end CSC model that integrates phonetic features into language model by leveraging the powerful pre-training and fine-tuning method. Instead of conventionally masking words with a special token in training language model, we replace words with phonetic features and their sound-alike words. We further propose an adaptive weighted objective to jointly train error detection and correction in a unified framework. Experimental results show that our model achieves significant improvements on SIGHAN datasets and outperforms the previous state-of-the-art methods. ...
Keyword:
Computational Linguistics
;
Condensed Matter Physics
;
Deep Learning
;
Electromagnetism
;
FOS Physical sciences
;
Information and Knowledge Engineering
;
Neural Network
;
Phonetics
;
Semantics
URL:
https://underline.io/lecture/26289-correcting-chinese-spelling-errors-with-phonetic-pre-training
https://dx.doi.org/10.48448/c5rw-qp95
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10
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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11
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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12
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
. - : Underline Science Inc., 2021
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13
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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14
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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15
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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16
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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17
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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18
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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19
Quotation Recommendation and Interpretation Based on Transformation from Queries to Quotations ...
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, Lingzhi
;
Wong, Kam-Fai
. - : Underline Science Inc., 2021
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20
How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements ...
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
;
Shani, Chen
. - : Underline Science Inc., 2021
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