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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 – 10 of 10 1 DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition ... Wang, Xinyu; Shen, Yongliang; Cai, Jiong; Wang, Tao; Wang, Xiaobin; Xie, Pengjun; Huang, Fei; Lu, Weiming; Zhuang, Yueting; Tu, Kewei; Lu, Wei; Jiang, Yong. - : arXiv, 2022 Abstract: The MultiCoNER shared task aims at detecting semantically ambiguous and complex named entities in short and low-context settings for multiple languages. The lack of contexts makes the recognition of ambiguous named entities challenging. To alleviate this issue, our team DAMO-NLP proposes a knowledge-based system, where we build a multilingual knowledge base based on Wikipedia to provide related context information to the named entity recognition (NER) model. Given an input sentence, our system effectively retrieves related contexts from the knowledge base. The original input sentences are then augmented with such context information, allowing significantly better contextualized token representations to be captured. Our system wins 10 out of 13 tracks in the MultiCoNER shared task. ... : Our Knowledge-based NER system wins 10 out of 13 tracks in the SemEval-2022 MultiCoNER shared task ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://arxiv.org/abs/2203.00545 https://dx.doi.org/10.48550/arxiv.2203.00545 BASE Hide details 2 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 Show details 3 Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning ... 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 Show details 4 Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings ... 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; Jia, Zixia; Wang, Xinyu. - : Underline Science Inc., 2021 BASE Show details 5 Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor ... 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; Jia, Zixia; Wang, Xinyu. - : Underline Science Inc., 2021 BASE Show details 6 Dependency Induction Through the Lens of Visual Perception ... Su, Ruisi; Rijhwani, Shruti; Zhu, Hao. - : arXiv, 2021 BASE Show details 7 Dependency Induction Through the Lens of Visual Perception ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Hao; Bisk, Yonatan. - : Underline Science Inc., 2021 BASE Show details 8 On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering ... Wang, Xinyu; Liu, Yuliang; Shen, Chunhua. - : arXiv, 2020 BASE Show details 9 Structure-Level Knowledge Distillation For Multilingual Sequence Labeling ... Wang, Xinyu; Jiang, Yong; Bach, Nguyen. - : arXiv, 2020 BASE Show details 10 A novel stock recommendation system using Guba sentiment analysis [<Journal>] Sun, Yunchuan [Verfasser]; Fang, Mengting [Sonstige]; Wang, Xinyu [Sonstige] DNB Subject Category Language Show details

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