Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Eben Holderness editor Antonio Jimeno Yepes editor Alberto Lavelli editor Anne-Lyse Minard editor James Pustejovsky editor Fabio Rinaldi editor 2019-11 Association for Computational Linguistics Hong Kong text conference publication emnlp-2019-international https://aclanthology.org/D19-6200/ Cross-document coreference: An approach to capturing coreference without context Kristin Wright-Bettner author Martha Palmer author Guergana Savova author Piet de Groen author Timothy Miller author 2019-11 text Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Eben Holderness editor Antonio Jimeno Yepes editor Alberto Lavelli editor Anne-Lyse Minard editor James Pustejovsky editor Fabio Rinaldi editor Association for Computational Linguistics Hong Kong conference publication wright-bettner-etal-2019-cross 10.18653/v1/D19-6201 https://aclanthology.org/D19-6201/ 2019-11 1 10 Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine John-Jose Nunez author Giuseppe Carenini author 2019-11 text Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Eben Holderness editor Antonio Jimeno Yepes editor Alberto Lavelli editor Anne-Lyse Minard editor James Pustejovsky editor Fabio Rinaldi editor Association for Computational Linguistics Hong Kong conference publication nunez-carenini-2019-comparing 10.18653/v1/D19-6202 https://aclanthology.org/D19-6202/ 2019-11 11 17 On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning Tuan Ngo Nguyen author Franck Dernoncourt author Thien Huu Nguyen author 2019-11 text Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Eben Holderness editor Antonio Jimeno Yepes editor Alberto Lavelli editor Anne-Lyse Minard editor James Pustejovsky editor Fabio Rinaldi editor Association for Computational Linguistics Hong Kong conference publication nguyen-etal-2019-effectiveness 10.18653/v1/D19-6203 https://aclanthology.org/D19-6203/ 2019-11 18 27 Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction Diya Li author Heng Ji author 2019-11 text Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Eben Holderness editor Antonio Jimeno Yepes editor Alberto Lavelli editor Anne-Lyse Minard editor James Pustejovsky editor Fabio Rinaldi editor Association for Computational Linguistics Hong Kong conference publication li-ji-2019-syntax 10.18653/v1/D19-6204 https://aclanthology.org/D19-6204/ 2019-11 28 33 BioReddit: Word Embeddings for User-Generated Biomedical NLP Marco Basaldella author Nigel Collier author 2019-11 text Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Eben Holderness editor Antonio Jimeno Yepes editor Alberto Lavelli editor Anne-Lyse Minard editor James Pustejovsky editor Fabio Rinaldi editor Association for Computational Linguistics Hong Kong conference publication basaldella-collier-2019-bioreddit 10.18653/v1/D19-6205 https://aclanthology.org/D19-6205/ 2019-11 34 38 Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding Shang-Chi Tsai author Ting-Yun Chang author Yun-Nung Chen author 2019-11 text Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Eben Holderness editor Antonio Jimeno Yepes editor Alberto Lavelli editor Anne-Lyse Minard editor James Pustejovsky editor Fabio Rinaldi editor Association for Computational Linguistics Hong Kong conference publication tsai-etal-2019-leveraging 10.18653/v1/D19-6206 https://aclanthology.org/D19-6206/ 2019-11 39 43 Experiments with ad hoc ambiguous abbreviation expansion Agnieszka Mykowiecka author Malgorzata Marciniak author 2019-11 text Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Eben Holderness editor Antonio Jimeno Yepes editor Alberto Lavelli editor Anne-Lyse Minard editor James Pustejovsky editor Fabio Rinaldi editor Association for Computational Linguistics Hong Kong conference publication mykowiecka-marciniak-2019-experiments 10.18653/v1/D19-6207 https://aclanthology.org/D19-6207/ 2019-11 44 53 Multi-Task, Multi-Channel, Multi-Input Learning for Mental Illness Detection using Social Media Text Prasadith Kirinde Gamaarachchige author Diana Inkpen author 2019-11 text Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Eben Holderness editor Antonio Jimeno Yepes editor Alberto Lavelli editor Anne-Lyse Minard editor James Pustejovsky editor Fabio Rinaldi editor Association for Computational Linguistics Hong Kong conference publication kirinde-gamaarachchige-inkpen-2019-multi 10.18653/v1/D19-6208 https://aclanthology.org/D19-6208/ 2019-11 54 64 Extracting relevant information from physician-patient dialogues for automated clinical note taking Serena Jeblee author Faiza Khan Khattak author Noah Crampton author Muhammad Mamdani author Frank Rudzicz author 2019-11 text Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Eben Holderness editor Antonio Jimeno Yepes editor Alberto Lavelli editor Anne-Lyse Minard editor James Pustejovsky editor Fabio Rinaldi editor Association for Computational Linguistics Hong Kong conference publication jeblee-etal-2019-extracting 10.18653/v1/D19-6209 https://aclanthology.org/D19-6209/ 2019-11 65 74 Biomedical Relation Classification by single and multiple source domain adaptation Sinchani Chakraborty author Sudeshna Sarkar author Pawan Goyal author Mahanandeeshwar Gattu author 2019-11 text Proceedings of the 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2019) Eben Holderness editor Antonio Jimeno Yepes editor Alberto Lavelli editor Anne-Lyse Minard editor James Pustejovsky editor Fabio Rinaldi editor Association for Computational Linguistics Hong Kong conference publication berg-etal-2019-building 10.18653/v1/D19-6215 https://aclanthology.org/D19-6215/ 2019-11 118 125 Automatic rubric-based content grading for clinical notes Wen-wai Yim author Ashley Mills author Harold Chun author Teresa Hashiguchi author Justin Yew author Bryan Lu author 2019-11 text Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Eben Holderness editor Antonio Jimeno Yepes editor Alberto Lavelli editor Anne-Lyse Minard editor James Pustejovsky editor Fabio Rinaldi editor Association for Computational Linguistics Hong Kong conference publication yim-etal-2019-automatic 10.18653/v1/D19-6216 https://aclanthology.org/D19-6216/ 2019-11 126 135 Dilated LSTM with attention for Classification of Suicide Notes Annika M Schoene author George Lacey author Alexander P Turner author Nina Dethlefs author 2019-11 text Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Eben Holderness editor Antonio Jimeno Yepes editor Alberto Lavelli editor Anne-Lyse Minard editor James Pustejovsky editor Fabio Rinaldi editor Association for Computational Linguistics Hong Kong conference publication schoene-etal-2019-dilated 10.18653/v1/D19-6217 https://aclanthology.org/D19-6217/ 2019-11 136 145 Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings Denis Newman-Griffis author Eric Fosler-Lussier author 2019-11 text Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Eben Holderness editor Antonio Jimeno Yepes editor Alberto Lavelli editor Anne-Lyse Minard editor James Pustejovsky editor Fabio Rinaldi editor Association for Computational Linguistics 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