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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; Collier, Nigel; Chen, Muhao. - : arXiv, 2021 Abstract: Knowledge bases (KBs) contain plenty of structured world and commonsense knowledge. As such, they often complement distributional text-based information and facilitate various downstream tasks. Since their manual construction is resource- and time-intensive, recent efforts have tried leveraging large pretrained language models (PLMs) to generate additional monolingual knowledge facts for KBs. However, such methods have not been attempted for building and enriching multilingual KBs. Besides wider application, such multilingual KBs can provide richer combined knowledge than monolingual (e.g., English) KBs. Knowledge expressed in different languages may be complementary and unequally distributed: this implies that the knowledge available in high-resource languages can be transferred to low-resource ones. To achieve this, it is crucial to represent multilingual knowledge in a shared/unified space. To this end, we propose a unified representation model, Prix-LM, for multilingual KB construction and completion. We ... : ACL 2022 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2110.08443 https://arxiv.org/abs/2110.08443 BASE Hide 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. - : arXiv, 2019 BASE Show 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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