%0 Conference Proceedings %T Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %E Holderness, Eben %E Jimeno Yepes, Antonio %E Lavelli, Alberto %E Minard, Anne-Lyse %E Pustejovsky, James %E Rinaldi, Fabio %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F emnlp-2019-international %U https://aclanthology.org/D19-6200 %0 Conference Proceedings %T Cross-document coreference: An approach to capturing coreference without context %A Wright-Bettner, Kristin %A Palmer, Martha %A Savova, Guergana %A de Groen, Piet %A Miller, Timothy %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F wright-bettner-etal-2019-cross %R 10.18653/v1/D19-6201 %U https://aclanthology.org/D19-6201 %U https://doi.org/10.18653/v1/D19-6201 %P 1-10 %0 Conference Proceedings %T Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine %A Nunez, John-Jose %A Carenini, Giuseppe %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F nunez-carenini-2019-comparing %R 10.18653/v1/D19-6202 %U https://aclanthology.org/D19-6202 %U https://doi.org/10.18653/v1/D19-6202 %P 11-17 %0 Conference Proceedings %T On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning %A Nguyen, Tuan Ngo %A Dernoncourt, Franck %A Nguyen, Thien Huu %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F nguyen-etal-2019-effectiveness %R 10.18653/v1/D19-6203 %U https://aclanthology.org/D19-6203 %U https://doi.org/10.18653/v1/D19-6203 %P 18-27 %0 Conference Proceedings %T Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction %A Li, Diya %A Ji, Heng %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F li-ji-2019-syntax %R 10.18653/v1/D19-6204 %U https://aclanthology.org/D19-6204 %U https://doi.org/10.18653/v1/D19-6204 %P 28-33 %0 Conference Proceedings %T BioReddit: Word Embeddings for User-Generated Biomedical NLP %A Basaldella, Marco %A Collier, Nigel %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F basaldella-collier-2019-bioreddit %R 10.18653/v1/D19-6205 %U https://aclanthology.org/D19-6205 %U https://doi.org/10.18653/v1/D19-6205 %P 34-38 %0 Conference Proceedings %T Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding %A Tsai, Shang-Chi %A Chang, Ting-Yun %A Chen, Yun-Nung %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F tsai-etal-2019-leveraging %R 10.18653/v1/D19-6206 %U https://aclanthology.org/D19-6206 %U https://doi.org/10.18653/v1/D19-6206 %P 39-43 %0 Conference Proceedings %T Experiments with ad hoc ambiguous abbreviation expansion %A Mykowiecka, Agnieszka %A Marciniak, Malgorzata %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F mykowiecka-marciniak-2019-experiments %R 10.18653/v1/D19-6207 %U https://aclanthology.org/D19-6207 %U https://doi.org/10.18653/v1/D19-6207 %P 44-53 %0 Conference Proceedings %T Multi-Task, Multi-Channel, Multi-Input Learning for Mental Illness Detection using Social Media Text %A Kirinde Gamaarachchige, Prasadith %A Inkpen, Diana %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F kirinde-gamaarachchige-inkpen-2019-multi %R 10.18653/v1/D19-6208 %U https://aclanthology.org/D19-6208 %U https://doi.org/10.18653/v1/D19-6208 %P 54-64 %0 Conference Proceedings %T Extracting relevant information from physician-patient dialogues for automated clinical note taking %A Jeblee, Serena %A Khan Khattak, Faiza %A Crampton, Noah %A Mamdani, Muhammad %A Rudzicz, Frank %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F jeblee-etal-2019-extracting %R 10.18653/v1/D19-6209 %U https://aclanthology.org/D19-6209 %U https://doi.org/10.18653/v1/D19-6209 %P 65-74 %0 Conference Proceedings %T Biomedical Relation Classification by single and multiple source domain adaptation %A Chakraborty, Sinchani %A Sarkar, Sudeshna %A Goyal, Pawan %A Gattu, Mahanandeeshwar %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F chakraborty-etal-2019-biomedical %R 10.18653/v1/D19-6210 %U https://aclanthology.org/D19-6210 %U https://doi.org/10.18653/v1/D19-6210 %P 75-80 %0 Conference Proceedings %T Assessing the Efficacy of Clinical Sentiment Analysis and Topic Extraction in Psychiatric Readmission Risk Prediction %A Alvarez-Mellado, Elena %A Holderness, Eben %A Miller, Nicholas %A Dhang, Fyonn %A Cawkwell, Philip %A Bolton, Kirsten %A Pustejovsky, James %A Hall, Mei-Hua %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F alvarez-mellado-etal-2019-assessing %R 10.18653/v1/D19-6211 %U https://aclanthology.org/D19-6211 %U https://doi.org/10.18653/v1/D19-6211 %P 81-86 %0 Conference Proceedings %T What does the language of foods say about us? %A Van, Hoang %A Musa, Ahmad %A Chen, Hang %A Kobourov, Stephen %A Surdeanu, Mihai %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F van-etal-2019-language %R 10.18653/v1/D19-6212 %U https://aclanthology.org/D19-6212 %U https://doi.org/10.18653/v1/D19-6212 %P 87-96 %0 Conference Proceedings %T Dreaddit: A Reddit Dataset for Stress Analysis in Social Media %A Turcan, Elsbeth %A McKeown, Kathy %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F turcan-mckeown-2019-dreaddit %R 10.18653/v1/D19-6213 %U https://aclanthology.org/D19-6213 %U https://doi.org/10.18653/v1/D19-6213 %P 97-107 %0 Conference Proceedings %T Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation %A Shieh, Alexander Te-Wei %A Chuang, Yung-Sung %A Su, Shang-Yu %A Chen, Yun-Nung %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F shieh-etal-2019-towards %R 10.18653/v1/D19-6214 %U https://aclanthology.org/D19-6214 %U https://doi.org/10.18653/v1/D19-6214 %P 108-117 %0 Conference Proceedings %T Building a De-identification System for Real Swedish Clinical Text Using Pseudonymised Clinical Text %A Berg, Hanna %A Chomutare, Taridzo %A Dalianis, Hercules %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F berg-etal-2019-building %R 10.18653/v1/D19-6215 %U https://aclanthology.org/D19-6215 %U https://doi.org/10.18653/v1/D19-6215 %P 118-125 %0 Conference Proceedings %T Automatic rubric-based content grading for clinical notes %A Yim, Wen-wai %A Mills, Ashley %A Chun, Harold %A Hashiguchi, Teresa %A Yew, Justin %A Lu, Bryan %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F yim-etal-2019-automatic %R 10.18653/v1/D19-6216 %U https://aclanthology.org/D19-6216 %U https://doi.org/10.18653/v1/D19-6216 %P 126-135 %0 Conference Proceedings %T Dilated LSTM with attention for Classification of Suicide Notes %A Schoene, Annika M. %A Lacey, George %A Turner, Alexander P. %A Dethlefs, Nina %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F schoene-etal-2019-dilated %R 10.18653/v1/D19-6217 %U https://aclanthology.org/D19-6217 %U https://doi.org/10.18653/v1/D19-6217 %P 136-145 %0 Conference Proceedings %T Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings %A Newman-Griffis, Denis %A Fosler-Lussier, Eric %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F newman-griffis-fosler-lussier-2019-writing %R 10.18653/v1/D19-6218 %U https://aclanthology.org/D19-6218 %U https://doi.org/10.18653/v1/D19-6218 %P 146-156 %0 Conference Proceedings %T Recognizing UMLS Semantic Types with Deep Learning %A Nejadgholi, Isar %A Fraser, Kathleen C. %A De Bruijn, Berry %A Li, Muqun %A LaPlante, Astha %A Zine El Abidine, Khaldoun %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F nejadgholi-etal-2019-recognizing %R 10.18653/v1/D19-6219 %U https://aclanthology.org/D19-6219 %U https://doi.org/10.18653/v1/D19-6219 %P 157-167 %0 Conference Proceedings %T Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text %A Falis, Matus %A Pajak, Maciej %A Lisowska, Aneta %A Schrempf, Patrick %A Deckers, Lucas %A Mikhael, Shadia %A Tsaftaris, Sotirios %A O’Neil, Alison %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F falis-etal-2019-ontological %R 10.18653/v1/D19-6220 %U https://aclanthology.org/D19-6220 %U https://doi.org/10.18653/v1/D19-6220 %P 168-177 %0 Conference Proceedings %T Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text %A Sergeeva, Elena %A Zhu, Henghui %A Tahmasebi, Amir %A Szolovits, Peter %Y Holderness, Eben %Y Jimeno Yepes, Antonio %Y Lavelli, Alberto %Y Minard, Anne-Lyse %Y Pustejovsky, James %Y Rinaldi, Fabio %S Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) %D 2019 %8 November %I Association for Computational Linguistics %C Hong Kong %F sergeeva-etal-2019-neural %R 10.18653/v1/D19-6221 %U https://aclanthology.org/D19-6221 %U https://doi.org/10.18653/v1/D19-6221 %P 178-187