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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 – 11 of 11 1 How does Attention Affect the Model? ... 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; Hua, Lingyu; Li, Qiuchi. - : Underline Science Inc., 2021 BASE Show details 2 Exploiting Position Bias for Robust Aspect Sentiment Classification ... 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; Ma, Fang; Song, Dawei. - : Underline Science Inc., 2021 BASE Show details 3 A Generalized Language Model in Tensor Space ... Zhang, Lipeng; Zhang, Peng; Ma, Xindian. - : arXiv, 2019 BASE Show details 4 A quantum-inspired sentiment representation model for twitter sentiment analysis Zhang, Yazhou; Song, Dawei; Zhang, Peng. - 2019 BASE Show details 5 Quantum-inspired Complex Word Embedding Uprety, Sagar; Li, Qiuchi; Song, Dawei. - : Association for Computational Linguistics, 2018 BASE Show details 6 Characterizing pure high-order entanglements in lexical semantic spaces via information geometry Hou, Yuexian; Song, Dawei. - 2009 BASE Show details 7 Towards operational abduction from a cognitive perspective Bruza, Peter; Cole, Richard; Song, Dawei. - 2006 BASE Show details 8 Information flow analysis with Chinese text Cheong, Paulo; Song, Dawei; Bruza, Peter. - : Springer Verlag, 2005 BASE Show details 9 A Correlation Analysis on LSA and HAL Semantic Space Models Yan, Xin; Li, Xue; Song, Dawei. - 2004 BASE Show details 10 Fuzzy K-means clustering on a high dimensional semantic space Cao, Guihong; Song, Dawei; Bruza, Peter. - : Springer Verlag, 2004 Abstract: One way of representing semantics is via a high dimensional conceptual space constructed from lexical co-occurrence. Concepts (words) are represented as a vector whereby the dimensions are other words. As the words are represented as dimensional objects, clustering techniques can be applied to compute word clusters. Conventional clustering algorithms, e.g., the K-means method, however, normally produce crisp clusters, i.e., an object is assigned to only one cluster. This is sometimes not desirable. Therefore, a fuzzy membership function can be applied to the K-Means clustering, which models the degree of an object belonging to certain cluster. This paper introduces a fuzzy k-means clustering algorithm and how it is used to word clustering on the high dimensional semantic space constructed by a cognitively motivated semantic space model, namely Hyperspace Analogue to Language. A case study demonstrates the method is promising. Keyword: 1700 Computer Science; 2614 Theoretical Computer Science URL: https://espace.library.uq.edu.au/view/UQ:5605a13 BASE Hide details 11 Towards context sensitive information inference Song, Dawei; Bruza, Peter D. In: American Society for Information Science and Technology. Journal of the American Society for Information Science and Technology. - New York, NY : Wiley 54 (2003) 4, 321-334 BLLDB Show details

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