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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 (1.255)
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Hits 81 – 100 of 1.255
81
How effective is BERT without word ordering? Implications for language understanding and data privacy ...
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
;
Hessel, Jack
;
Schofield, Alexandra
. - : Underline Science Inc., 2021
BASE
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82
GEM: Natural Language Generation, Evaluation, and Metrics - Part 4 ...
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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83
The statistical advantage of automatic NLG metrics at the system level ...
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
;
Jia, Robin
;
Wei, Johnny
. - : Underline Science Inc., 2021
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84
Counter-Argument Generation by Attacking Weak Premises ...
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
;
Alshomary, Milad
. - : Underline Science Inc., 2021
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85
Supporting Cognitive and Emotional Empathic Writing of Students ...
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
;
Handschuh, Siegfried
;
Leimeister, Jan Marco
. - : Underline Science Inc., 2021
BASE
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86
What's in the Box? An Analysis of Undesirable Content in the Common Crawl 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
;
Luccioni, Sasha
;
Viviano, Joseph
. - : Underline Science Inc., 2021
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87
Are Pretrained Convolutions Better than Pretrained Transformers? ...
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
;
Aribandi, Vamsi
;
Bahri, Dara
. - : Underline Science Inc., 2021
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88
Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards? ...
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
;
., Jordan
;
Barrow, Joe
. - : Underline Science Inc., 2021
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89
Beyond Offline Mapping: Learning Cross-lingual Word Embeddings through Context Anchoring ...
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
;
Agirre, Eneko
;
Artetxe, Mikel
. - : Underline Science Inc., 2021
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90
Hate Speech Detection Based on Sentiment Knowledge Sharing ...
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
;
Zhou, Xianbing
. - : Underline Science Inc., 2021
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91
Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation ...
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
;
diao, shizhe
. - : Underline Science Inc., 2021
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92
Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error 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
;
Li, Piji
;
Shi, Shuming
. - : Underline Science Inc., 2021
Abstract:
Read paper: https://www.aclanthology.org/2021.acl-long.385 Abstract: We investigate the problem of Chinese Grammatical Error Correction (CGEC) and present a new framework named Tail-to-Tail (\textbf{TtT}) non-autoregressive sequence prediction to address the deep issues hidden in CGEC. Considering that most tokens are correct and can be conveyed directly from source to target, and the error positions can be estimated and corrected based on the bidirectional context information, thus we employ a BERT-initialized Transformer Encoder as the backbone model to conduct information modeling and conveying. Considering that only relying on the same position substitution cannot handle the variable-length correction cases, various operations such substitution, deletion, insertion, and local paraphrasing are required jointly. Therefore, a Conditional Random Fields (CRF) layer is stacked on the up tail to conduct non-autoregressive sequence prediction by modeling the token dependencies. Since most tokens are correct and ...
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/xnpa-9w66
https://underline.io/lecture/25707-tail-to-tail-non-autoregressive-sequence-prediction-for-chinese-grammatical-error-correction
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93
WikiSum: Coherent Summarization Dataset for Efficient Human-Evaluation ...
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
;
., Alessandro
;
Cohen, Nachshon
. - : Underline Science Inc., 2021
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94
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization ...
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
;
Cai, Xiangrui
;
Yuan, Xiaojie
. - : Underline Science Inc., 2021
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95
How does Attention Affect the Model? ...
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
;
Hua, Lingyu
;
Li, Qiuchi
. - : Underline Science Inc., 2021
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96
Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance ...
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
;
Su, Dan
;
yu, volunteerTiezheng
. - : Underline Science Inc., 2021
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97
Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities ...
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
;
Jin, Qin
;
Li, Ruichen
. - : Underline Science Inc., 2021
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98
Neural Machine Translation with Monolingual Translation Memory ...
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
;
., Wai
;
Cai, Deng
. - : Underline Science Inc., 2021
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99
Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems ...
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
;
Appel, Ana Paula
;
Candello, Heloisa
. - : Underline Science Inc., 2021
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100
Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering ...
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
;
Jiang, Jing
;
LAN, YUNSHI
. - : Underline Science Inc., 2021
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