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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 – 20 of 20 1 Learning Embeddings for Rare Words Leveraging Internet Search Engine and Spatial Location Relationships ... 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, Wai; Li, Xiaotao; Niu, Yawen; You, Shujuan. - : Underline Science Inc., 2021 Abstract: Word embedding techniques depend heavily on the frequencies of words in the corpus, and are negatively impacted by failures in providing reliable representations for low-frequency words or unseen words during training. To address this problem, we propose an algorithm to learn embeddings for rare words based on an Internet search engine and the spatial location relationships. Our algorithm proceeds in two steps. We firstly retrieve webpages corresponding to the rare word through the search engine and parse the returned results to extract a set of most related words. We average the vectors of the related words as the initial vector of the rare word. Then, the location of the rare word in the vector space is iteratively fine-tuned according to the order of its relevances to the related words. Compared to other approaches, our algorithm can learn more accurate representations for a wider range of vocabulary. We evaluate our learned rare-word embeddings on the word relatedness task, and the experimental results ... Keyword: Computational Algorithm; Computational Linguistics; Data Management System; FOS Languages and literature; Linguistics; Natural Language Processing; Semantics URL: https://dx.doi.org/10.48448/jyvz-kx11 https://underline.io/lecture/29777-learning-embeddings-for-rare-words-leveraging-internet-search-engine-and-spatial-location-relationships BASE Hide details 2 Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge ... 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; Blache, Philippe; Chersoni, Emmanuele. - : Underline Science Inc., 2021 BASE Show details 3 Towards a Gold Standard Corpus for Variable Detection and Linking in Social Science Publications Zielinski, Andrea; Mutschke, Peter In: Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC) ; International Conference on Language Resources and Evaluation (LREC) ; 11 (2018) BASE Show details 4 Mining Social Science Publications for Survey Variables Zielinski, Andrea; Mutschke, Peter In: Proceedings of the Second Workshop on NLP and Computational Social Science ; 47-52 (2018) BASE Show details 5 A Role And Reference account of interrogative sentences In Lakhota Esteban, Avelino Corral In: The ITB Journal (2017) BASE Show details 6 Enhancing a Web Crawler with Arabic Search Capability Nguyen, Qui V In: DTIC (2010) BASE Show details 7 Learning Structured Classifiers with Dual Coordinate Ascent Martins, Andre F.; Gimpel, Kevin; Smith, Noah A.... In: DTIC (2010) BASE Show details 8 THUIR at TREC 2009 Web Track: Finding Relevant and Diverse Results for Large Scale Web Search Li, Z. C.; Chen, F.; Xing, Q. L.... In: DTIC (2009) BASE Show details 9 A Hybrid Approach for QA Track Definitional Questions Blair-Goldensohn, Sasha; McKeown, Kathleen R.; Schlaikjer, Andrew H. In: DTIC (2006) BASE Show details 10 Informedia at TRECVID 2003: Analyzing and Searching Broadcast News Video Hauptmann, A.; Baron, R. V.; Chen, M.... In: DTIC (2004) BASE Show details 11 Prosody modeling with soft templates 2003 BASE Show details 12 Progressive-Search Algorithms for Large-Vocabulary Speech Recognition Murveit, Hy; Butzberger, John; Digalakis, Vassilios... In: DTIC (1993) BASE Show details 13 Parsing the Voyager Domain Using Pearl Magerman, David M.; Marcus, Mitchell P. In: DTIC (1991) BASE Show details 14 The Inside/Outside Algorithm: Grammatical Inference Applied to Stochastic Context-Free Grammars Dodd, Lorraine In: DTIC AND NTIS (1988) BASE Show details 15 On the Complexity of ID/LP Parsing Barton, G E , Jr In: DTIC AND NTIS (1984) BASE Show details 16 An Algorithm for Parsing Flow Graphs Brotsky, Daniel Carl In: DTIC AND NTIS (1984) BASE Show details 17 Modeling Natural Language Information for Use in the Combination of Evidence Problem. Goodman, I. R. In: DTIC AND NTIS (1984) BASE Show details 18 A New Characterization of Attachment Preferences Pereira, Fernando C. In: DTIC (1983) BASE Show details 19 The Representation and Selection of Commonsense Knowledge for Natural Language Comprehensionn Rieger,Chuck In: DTIC AND NTIS (1976) BASE Show details 20 Automatic acquisition of synonyms from French UMLS for enhanced search of EHRs Natalia Grabar A; Paul-christophe Varoutas B; Alain Livartowski B... In: http://natalia.grabar.perso.sfr.fr/publications/grabar-MIE2008.pdf BASE Show details

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