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1
Characterizing News Portrayal of Civil Unrest in Hong Kong, 1998–2020 ...
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2
How to Split: the Effect of Word Segmentation on Gender Bias in Speech Translation ...
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3
4A: Computational Social Science and Cultural Analytics #3 ...
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4
Men Are Elected, Women Are Married: Events Gender Bias on Wikipedia ...
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5
1A: Computational Social Science and Cultural Analytics #1 ...
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6
3A: Computational Social Science and Cultural Analytics #2 ...
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7
3rd Workshop on Gender Bias in Natural Language Processing ...
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8
Neural Machine Translation with Synchronous Latent Phrase Structure ...
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9
Cross-language Sentence Selection via Data Augmentation and Rationale Training ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.300 Abstract: This paper proposes an approach to cross-language sentence selection in a low-resource setting. It uses data augmentation and negative sampling techniques on noisy parallel sentence data to directly learn a cross-lingual embedding-based query relevance model. Results show that this approach performs as well as or better than multiple state-of-the-art machine translation + monolingual retrieval systems trained on the same parallel data. Moreover, when a rationale training secondary objective is applied to encourage the model to match word alignment hints from a phrase-based statistical machine translation model, consistent improvements are seen across three language pairs (English-Somali, English-Swahili and English-Tagalog) over a variety of state-of-the-art baselines. ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics; Translation Studies
URL: https://dx.doi.org/10.48448/5r7r-fs06
https://underline.io/lecture/25655-cross-language-sentence-selection-via-data-augmentation-and-rationale-training
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10
Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions ...
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11
Gender bias amplification during Speed-Quality optimization in Neural Machine Translation ...
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12
Catchphrase: Automatic Detection of Cultural References ...
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