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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 15 of 15 1 Prix-LM: Pretraining for Multilingual Knowledge Base Construction ... Zhou, Wenxuan; Liu, Fangyu; Vulić, Ivan. - : arXiv, 2021 BASE Show details 2 Knowing the No-match: Entity Alignment with Dangling Cases ... 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, Muhao; Hu, Wei. - : Underline Science Inc., 2021 BASE Show details 3 Salience-Aware Event Chain Modeling for Narrative Understanding ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chen, Muhao; May, Jonathan. - : Underline Science Inc., 2021 BASE Show details 4 Event-Centric 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; Chen, Muhao; Ji, Heng. - : Underline Science Inc., 2021 BASE Show details 5 ReadNet: A Hierarchical Transformer Framework for Web Article Readability Analysis ... Meng, Changping; Chen, Muhao; Mao, Jie. - : arXiv, 2021 BASE Show details 6 Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer ... Chen, Xuelu; Chen, Muhao; Fan, Changjun. - : arXiv, 2020 BASE Show details 7 Cross-lingual Entity Alignment with Incidental Supervision ... Chen, Muhao; Shi, Weijia; Zhou, Ben. - : arXiv, 2020 BASE Show details 8 ReadNet: A Hierarchical Transformer Framework for Web Article Readability Analysis Meng, Changping; Chen, Muhao; Mao, Jie. - 2020 BASE Show details 9 Examining Gender Bias in Languages with Grammatical Gender ... Zhou, Pei; Shi, Weijia; Zhao, Jieyu; Huang, Kuan-Hao; Chen, Muhao; Cotterell, Ryan; Chang, Kai-Wei. - : arXiv, 2019 Abstract: Recent studies have shown that word embeddings exhibit gender bias inherited from the training corpora. However, most studies to date have focused on quantifying and mitigating such bias only in English. These analyses cannot be directly extended to languages that exhibit morphological agreement on gender, such as Spanish and French. In this paper, we propose new metrics for evaluating gender bias in word embeddings of these languages and further demonstrate evidence of gender bias in bilingual embeddings which align these languages with English. Finally, we extend an existing approach to mitigate gender bias in word embeddings under both monolingual and bilingual settings. Experiments on modified Word Embedding Association Test, word similarity, word translation, and word pair translation tasks show that the proposed approaches effectively reduce the gender bias while preserving the utility of the embeddings. ... : 9 pages, 4 figures. Accepted at EMNLP-IJCNLP 2019 as a long paper ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.1909.02224 https://arxiv.org/abs/1909.02224 BASE Hide details 10 Retrofitting Contextualized Word Embeddings with Paraphrases ... Shi, Weijia; Chen, Muhao; Zhou, Pei. - : arXiv, 2019 BASE Show details 11 Learning Bilingual Word Embeddings Using Lexical Definitions ... Shi, Weijia; Chen, Muhao; Tian, Yingtao. - : arXiv, 2019 BASE Show details 12 Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment ... Chen, Muhao; Tian, Yingtao; Chang, Kai-Wei. - : arXiv, 2018 BASE Show details 13 Quantification and Analysis of Scientific Language Variation Across Research Fields ... Zhou, Pei; Chen, Muhao; Chang, Kai-Wei. - : arXiv, 2018 BASE Show details 14 Learning to Represent Bilingual Dictionaries ... Chen, Muhao; Tian, Yingtao; Chen, Haochen. - : arXiv, 2018 BASE Show details 15 Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment ... Chen, Muhao; Tian, Yingtao; Yang, Mohan. - : arXiv, 2016 BASE Show details

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