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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; Sun, Zequn. - : Underline Science Inc., 2021 Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.278 Abstract: This paper studies a new problem setting of entity alignment for knowledge graphs (KGs). Since KGs possess different sets of entities, there could be entities that cannot find alignment across them, leading to the problem of dangling entities. As the first attempt to this problem, we construct a new dataset and design a multi-task learning framework for both entity alignment and dangling entity detection. The framework can opt to abstain from predicting alignment for the detected dangling entities. We propose three techniques for dangling entity detection that are based on the distribution of nearest-neighbor distances, i.e., nearest neighbor classification, marginal ranking and background ranking. After detecting and removing dangling entities, an incorporated entity alignment model in our framework can provide more robust alignment for remaining entities. Comprehensive experiments and analyses demonstrate the effectiveness of our ... Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics URL: https://dx.doi.org/10.48448/q32d-we13 https://underline.io/lecture/25620-knowing-the-no-match-entity-alignment-with-dangling-cases BASE Hide 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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