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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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63
Hits 81 – 100 of 1.259
81
On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic 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
;
Zhang, Wei
. - : Underline Science Inc., 2021
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82
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
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83
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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84
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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85
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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86
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
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87
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
Abstract:
Read paper: https://www.aclanthology.org/2021.acl-short.24 Abstract: Whereas much of the success of the current generation of neural language models has been driven by increasingly large training corpora, relatively little research has been dedicated to analyzing these massive sources of textual data. In this exploratory analysis, we delve deeper into the Common Crawl, a colossal web corpus that is extensively used for training language models. We find that it contains a significant amount of undesirable content, including hate speech and sexually explicit content, even after filtering procedures. We discuss the potential impacts of this content on language models and conclude with future research directions and a more mindful approach to corpus collection and analysis. ...
Keyword:
Computational Linguistics
;
Condensed Matter Physics
;
Deep Learning
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Electromagnetism
;
FOS Physical sciences
;
Information and Knowledge Engineering
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Neural Network
;
Semantics
URL:
https://dx.doi.org/10.48448/ztc5-5r72
https://underline.io/lecture/25962-what's-in-the-boxquestion-an-analysis-of-undesirable-content-in-the-common-crawl-corpus
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88
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
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Bahri, Dara
. - : Underline Science Inc., 2021
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89
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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90
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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91
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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92
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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93
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
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94
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
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., Alessandro
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Cohen, Nachshon
. - : Underline Science Inc., 2021
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95
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
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Cai, Xiangrui
;
Yuan, Xiaojie
. - : Underline Science Inc., 2021
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96
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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97
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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98
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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99
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
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., Wai
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Cai, Deng
. - : Underline Science Inc., 2021
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100
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
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Appel, Ana Paula
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Candello, Heloisa
. - : Underline Science Inc., 2021
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