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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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63
Hits 21 – 40 of 1.255
21
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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22
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
BASE
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23
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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24
Minimax and Neyman–Pearson Meta-Learning for Outlier Languages ...
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
;
Aralikatte, Rahul
;
Maria Ponti, Edoardo
. - : Underline Science Inc., 2021
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25
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding ...
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
;
Ding, Ning
;
Wang, Dong
. - : Underline Science Inc., 2021
BASE
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26
Towards Protecting Vital Healthcare Programs by Extracting Actionable Knowledge from Policy ...
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
;
., Marco Luca
;
Brady, sebrady3@ie.ibm.com
. - : Underline Science Inc., 2021
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27
DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text 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
;
Hua, Xinyu
;
Sreevatsa, Ashwin
. - : Underline Science Inc., 2021
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28
Automated Concatenation of Embeddings for Structured Prediction ...
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, Xinyu
. - : Underline Science Inc., 2021
BASE
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29
QASR: QCRI Aljazeera Speech Resource A Large Scale Annotated Arabic Speech 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
;
Ali, Ahmed
;
Chowdhury, Shammur
. - : Underline Science Inc., 2021
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30
Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data ...
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, Yanshuai
;
Norouzi, Sajad
. - : Underline Science Inc., 2021
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31
On the Distribution, Sparsity, and Inference-time Quantization of Attention Values in 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
;
Balasubramanian, Niranjan
;
Ferdman, Michael
. - : Underline Science Inc., 2021
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32
Learning Disentangled Latent Topics for Twitter Rumour Veracity Classification ...
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
;
Dougrez-Lewis, John
;
He , Yulan
. - : Underline Science Inc., 2021
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33
Sequence Models for Computational Etymology of Borrowings ...
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
;
Duh, Kevin
;
Wu, Winston
. - : Underline Science Inc., 2021
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34
Scaling Within Document Coreference to Long Texts ...
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
;
McCallum, Andrew
;
Monath, Nicholas
. - : Underline Science Inc., 2021
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35
How to Split: the Effect of Word Segmentation on Gender Bias in Speech 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
;
., Matteo
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Bentivogli, Luisa
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Gaido, Marco
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Negri, Matteo
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Savoldi, Beatrice
;
Turchi, Marco
. - : Underline Science Inc., 2021
Abstract:
Read paper: https://www.aclanthology.org/2021.findings-acl.313 Abstract: Having recognized gender bias as a major issue affecting current translation technologies, researchers have primarily attempted to mitigate it by working on the data front. However, whether algorithmic aspects concur to exacerbate unwanted outputs remains so far under-investigated. In this work, we bring the analysis on gender bias in automatic translation onto a seemingly neutral yet critical component: word segmentation. Can segmenting methods influence the ability to translate gender? Do certain segmentation approaches penalize the representation of feminine linguistic markings? We address these questions by comparing 5 existing segmentation strategies on the target side of speech translation systems. Our results on two language pairs (English-Italian/French) show that state-of-the-art subword splitting (BPE) comes at the cost of higher gender bias. In light of this finding, we propose a combined approach that preserves BPE overall ...
Keyword:
Computational Linguistics
;
Condensed Matter Physics
;
Deep Learning
;
Electromagnetism
;
FOS Physical sciences
;
Gender Studies
;
Information and Knowledge Engineering
;
Neural Network
;
Semantics
URL:
https://underline.io/lecture/26404-how-to-split-the-effect-of-word-segmentation-on-gender-bias-in-speech-translation
https://dx.doi.org/10.48448/ydta-r725
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36
Prefix-Tuning: Optimizing Continuous Prompts for 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
;
Li, Xiang
;
Liang, Percy
. - : Underline Science Inc., 2021
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37
Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL ...
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
;
Fan, mingfan@mail.xjtu.edu.cn
;
Guo, Jiaqi
. - : Underline Science Inc., 2021
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38
15D: Summarization #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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39
Explanations for CommonsenseQA: New Dataset and Models ...
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
;
Aggarwal, Shourya
;
Agrawal, Vishwajeet
. - : Underline Science Inc., 2021
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40
Societal Biases in Language Generation: Progress and Challenges ...
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
;
Chang, Kai-Wei
;
Natarajan, Prem
. - : Underline Science Inc., 2021
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