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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 Page: 1 2 Hits 1 – 20 of 21 1 A Sentence Meaning Based Alignment Method for Parallel Text Corpora Preparation ... Wołk, Krzysztof; Marasek, Krzysztof. - : arXiv, 2015 BASE Show details 2 News Across Languages - Cross-Lingual Document Similarity and Event Tracking ... Rupnik, Jan; Muhic, Andrej; Leban, Gregor. - : arXiv, 2015 BASE Show details 3 Building Subject-aligned Comparable Corpora and Mining it for Truly Parallel Sentence Pairs ... Wołk, Krzysztof; Marasek, Krzysztof. - : arXiv, 2015 BASE Show details 4 Multi-lingual Geoparsing based on Machine Translation ... Chen, Xu; Zhang, Han; Gelernter, Judith. - : arXiv, 2015 BASE Show details 5 Leveraging Textual Features for Best Answer Prediction in Community-based Question Answering ... Gkotsis, George; Liakata, Maria; Pedrinaci, Carlos. - : arXiv, 2015 BASE Show details 6 Applying deep learning techniques on medical corpora from the World Wide Web: a prototypical system and evaluation ... Miñarro-Giménez, Jose Antonio; Marín-Alonso, Oscar; Samwald, Matthias. - : arXiv, 2015 Abstract: BACKGROUND: The amount of biomedical literature is rapidly growing and it is becoming increasingly difficult to keep manually curated knowledge bases and ontologies up-to-date. In this study we applied the word2vec deep learning toolkit to medical corpora to test its potential for identifying relationships from unstructured text. We evaluated the efficiency of word2vec in identifying properties of pharmaceuticals based on mid-sized, unstructured medical text corpora available on the web. Properties included relationships to diseases ('may treat') or physiological processes ('has physiological effect'). We compared the relationships identified by word2vec with manually curated information from the National Drug File - Reference Terminology (NDF-RT) ontology as a gold standard. RESULTS: Our results revealed a maximum accuracy of 49.28% which suggests a limited ability of word2vec to capture linguistic regularities on the collected medical corpora compared with other published results. We were able to document ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Information Retrieval cs.IR; Machine Learning cs.LG; Neural and Evolutionary Computing cs.NE URL: https://arxiv.org/abs/1502.03682 https://dx.doi.org/10.48550/arxiv.1502.03682 BASE Hide details 7 Editorial for the First Workshop on Mining Scientific Papers: Computational Linguistics and Bibliometrics ... Atanassova, Iana; Bertin, Marc; Mayr, Philipp. - : arXiv, 2015 BASE Show details 8 A Dataset for Movie Description ... Rohrbach, Anna; Rohrbach, Marcus; Tandon, Niket. - : arXiv, 2015 BASE Show details 9 A fully data-driven method to identify (correlated) changes in diachronic corpora ... Koplenig, Alexander. - : arXiv, 2015 BASE Show details 10 Color Aesthetics and Social Networks in Complete Tang Poems: Explorations and Discoveries ... Liu, Chao-Lin; Wang, Hongsu; Cheng, Wen-Huei. - : arXiv, 2015 BASE Show details 11 Aspect-based Opinion Summarization with Convolutional Neural Networks ... Wu, Haibing; Gu, Yiwei; Sun, Shangdi. - : arXiv, 2015 BASE Show details 12 amLite: Amharic Transliteration Using Key Map Dictionary ... Tedla, Tadele. - : arXiv, 2015 BASE Show details 13 Approaches for Sentiment Analysis on Twitter: A State-of-Art study ... Thakkar, Harsh; Patel, Dhiren. - : arXiv, 2015 BASE Show details 14 Selecting Relevant Web Trained Concepts for Automated Event Retrieval ... Singh, Bharat; Han, Xintong; Wu, Zhe. - : arXiv, 2015 BASE Show details 15 Better Summarization Evaluation with Word Embeddings for ROUGE ... Ng, Jun-Ping; Abrecht, Viktoria. - : arXiv, 2015 BASE Show details 16 Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach ... Marujo, Luís; Ribeiro, Ricardo; de Matos, David Martins. - : arXiv, 2015 BASE Show details 17 Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology ... Jou, Brendan; Chen, Tao; Pappas, Nikolaos. - : arXiv, 2015 BASE Show details 18 Towards Evaluation of Cultural-scale Claims in Light of Topic Model Sampling Effects ... Murdock, Jaimie; Zeng, Jiaan; Allen, Colin. - : arXiv, 2015 BASE Show details 19 Twitter Sentiment Analysis: Lexicon Method, Machine Learning Method and Their Combination ... Kolchyna, Olga; Souza, Tharsis T. P.; Treleaven, Philip. - : arXiv, 2015 BASE Show details 20 Comparing methods for Twitter Sentiment Analysis ... Psomakelis, Evangelos; Tserpes, Konstantinos; Anagnostopoulos, Dimosthenis. - : arXiv, 2015 BASE Show details Page: 1 2

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