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BioNLP@IJCNLP 2015: Beijing, China
- Kevin Bretonnel Cohen, Dina Demner-Fushman, Sophia Ananiadou, Jun'ichi Tsujii:

Proceedings of the Workshop on Biomedical Natural Language Processing, BioNLP@IJCNLP 2015, Beijing, China, July 30, 2015. Association for Computational Linguistics 2015 - James F. Allen, William de Beaumont, Lucian Galescu, Choh Man Teng:

Complex Event Extraction using DRUM. 1-11 - Roland Roller, Mark Stevenson:

Making the most of limited training data using distant supervision. 12-20 - Yifan Peng

, Samir Gupta
, Cathy H. Wu, K. Vijay-Shanker:
An extended dependency graph for relation extraction in biomedical texts. 21-30 - Chrysoula Zerva

, Sophia Ananiadou:
Event Extraction in pieces: Tackling the partial event identification problem on unseen corpora. 31-41 - Michael Spranger, Sucheendra K. Palaniappan, Samik Ghosh:

Extracting Biological Pathway Models From NLP Event Representations. 42-51 - Ramesh Nallapati, Radu Florian:

Shallow Training is cheap but is it good enough? Experiments with Medical Fact Coding. 52-60 - Youngjun Kim, Ellen Riloff:

Stacked Generalization for Medical Concept Extraction from Clinical Notes. 61-70 - Mohsen Hassan, Olfa Makkaoui, Adrien Coulet, Yannick Toussaint:

Extracting Disease-Symptom Relationships by Learning Syntactic Patterns from Dependency Graphs. 71-80 - Timothy Miller, Steven Bethard, Dmitriy Dligach, Chen Lin, Guergana Savova:

Extracting Time Expressions from Clinical Text. 81-91 - Yue Liu, Tao Ge, Kusum Mathews, Heng Ji, Deborah L. McGuinness:

Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion. 92-97 - Amy Siu, Gerhard Weikum:

Semantic Type Classification of Common Words in Biomedical Noun Phrases. 98-103 - Rize Jin, Jinseon You, Jin-Woo Chung, Hee-Jin Lee, Maria Wolters

, Jong C. Park:
CoMAGD: Annotation of Gene-Depression Relations. 104-113 - Meizhi Ju, Haomin Li, Huilong Duan:

Lexical Characteristics Analysis of Chinese Clinical Documents. 114-120 - Chen Li, Runqing Song, Maria Liakata

, Andreas Vlachos
, Stephanie Seneff, Xiangrong Zhang:
Using word embedding for bio-event extraction. 121-126 - Samuel J. Severance, K. Bretonnel Cohen:

Measuring the readability of medical research journal abstracts. 127-133 - Weisong Liu, Shu Cai:

Translating Electronic Health Record Notes from English to Spanish: A Preliminary Study. 134-140 - Abdulaziz Alamri, Mark Stevenson:

Automatic Detection of Answers to Research Questions from Medline Abstracts. 141-146 - Jitendra Jonnagaddala

, Hong-Jie Dai, Pradeep Ray
, Siaw-Teng Liaw:
A preliminary study on automatic identification of patient smoking status in unstructured electronic health records. 147-151 - Borbála Siklósi, Attila Novák:

Restoring the intended structure of Hungarian ophthalmology documents. 152-157 - Muneeb Th, Sunil Kumar Sahu, Ashish Anand:

Evaluating distributed word representations for capturing semantics of biomedical concepts. 158-163 - Antonio Jimeno-Yepes, Andrew MacKinlay, Bo Han:

Investigating Public Health Surveillance using Twitter. 164-170 - Yonghui Wu, Jun Xu, Yaoyun Zhang, Hua Xu:

Clinical Abbreviation Disambiguation Using Neural Word Embeddings. 171-176 - Na Hong, Dingcheng Li, Yue Yu, Hongfang Liu, Christopher G. Chute, Guoqian Jiang:

Representing Clinical Diagnostic Criteria in Quality Data Model Using Natural Language Processing. 177-182

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