The Proposition Bank: An Annotated Corpus of Semantic Roles
Computational Linguistics
Online community search using thread structure
Proceedings of the 18th ACM conference on Information and knowledge management
Exploiting thread structures to improve smoothing of language models for forum post retrieval
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Learning online discussion structures by conditional random fields
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Natural Language Processing (Almost) from Scratch
The Journal of Machine Learning Research
Stanford's multi-pass sieve coreference resolution system at the CoNLL-2011 shared task
CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
Learning thread reply structure on patient forums
Proceedings of the 2013 international workshop on Data management & analytics for healthcare
Patient-centric, multi-role, and multi-dimension information exploration on online healthcare forums
Proceedings of the sixth workshop on Ph.D. students in information and knowledge management
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Online healthcare forums are one of the major social media in Health 2.0 for patients and caregivers to share personal experience and to help each other. However, current forums do not support effective information search and thus users are unable to fully leverage the rich information in the forums. In this work, we propose patient-centered information extraction to better organize the information in the forum and have developed a patient-centered medical information database extracted from a forum. In this system, the patients discussed on the forum are identified and their shared medical information is aggregated and associated with the corresponding patients. The experimental evaluation shows that our system can provide better information search results than traditional approaches.