30.1931, Calls: Computational Linguistics/Hong Kong
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LINGUIST List: Vol-30-1931. Mon May 06 2019. ISSN: 1069 - 4875.
Subject: 30.1931, Calls: Computational Linguistics/Hong Kong
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Date: Mon, 06 May 2019 23:52:39
From: Alberto Lavelli [lavelli at fbk.eu]
Subject: 10th International Workshop on Health Text Mining and Information Analysis
Full Title: 10th International Workshop on Health Text Mining and Information Analysis
Short Title: LOUHI 2019
Date: 03-Nov-2019 - 04-Nov-2019
Location: Hong Kong, Hong Kong
Contact Person: Alberto Lavelli
Meeting Email: lavelli at fbk.eu
Web Site: https://louhi2018.fbk.eu/
Linguistic Field(s): Computational Linguistics
Call Deadline: 12-Aug-2019
Meeting Description:
The Tenth International Workshop on Health Text Mining and Information
Analysis provides an interdisciplinary forum for researchers interested in
automated processing of health documents. Health documents encompass textual
content of electronic health records, clinical guidelines, spontaneous reports
for pharmacovigilance, biomedical literature, health forums/blogs or any other
type of health-related documents.
The LOUHI workshop series fosters interactions between the Computational
Linguistics, Medical Informatics and Artificial Intelligence communities. It
started in 2008 in Turku, Finland and has been organized 9 times: LOUHI 2010
was co-located with NAACL in Los Angeles, CA; LOUHI 2011 was co-located with
Artificial Intelligence in Medicine (AIME) in Bled, Slovenia; LOUHI 2013 was
held in Sydney, Australia during NICTA Techfest; LOUHI 2014 was co-located
with EACL in Gothenburg, Sweden; LOUHI 2015 was co-located with EMNLP in
Lisbon, Portugal; LOUHI 2016 was co-located with EMNLP in Austin, Texas; LOUHI
2017 was held in Sydney, Australia; and LOUHI 2018 was co-located with EMNLP
in Brussels, Belgium.
Organization committee:
Alberto Lavelli (FBK, Trento, Italy)
James Pustejovsky (Brandeis University, USA)
Eben Holderness (McLean Hospital, Harvard Medical School & Brandeis
University, USA)
Antonio Jimeno Yepes (IBM Research Australia)
Anne-Lyse Minard (University of Orleans, LLL CNRS, France)
Fabio Rinaldi (University of Zurich, Switzerland & FBK, Trento, Italy)
Call for Papers:
LOUHI 2019 is soliciting papers describing original research. Papers must
describe substantial and completed work but could also focus on a
contribution, a negative result, a software package or work in progress. The
topics include, but are not limited to, the following language processing
techniques and related areas:
- Techniques supporting information extraction, e.g. named entity recognition,
negation and uncertainty detection
- Classification and text mining applications (e.g. diagnostic classifications
such as ICD-10 and nursing intensity scores) and problems (e.g. handling of
unbalanced data sets)
- Text representation, including dealing with data sparsity and dimensionality
issues
- Domain adaptation, e.g. adaptation of standard NLP tools (incl. tokenizers,
PoS-taggers, etc) to the medical domain
- Information fusion, i.e. integrating data from various sources, e.g.
structured and narrative documentation
- Unsupervised methods, including distributional semantics
- Evaluation, gold/reference standard construction and annotation
- Syntactic, semantic and pragmatic analysis of health documents
- Anonymization / de-identification of health records and ethics
- Supporting the development of medical terminologies and ontologies
- Individualization of content, consumer health vocabularies, summarization
and simplification of text
- NLP for supporting documentation and decision making practices
- Predictive modeling of adverse events, e.g. adverse drug events and hospital
acquired infections
We welcome submissions on topics related to text mining of health documents,
particularly emphasizing multidisciplinary aspects of health documentation and
the interplay between nursing and medical sciences, information systems,
computational linguistics and computer science. We also encourage submissions
reporting work on low-resourced languages, addressing the challenges of data
sparsity and language characteristic diversity.
Submission Instructions:
Submissions go through a double-blind review process, where each submission is
reviewed by three program committee members. Accepted papers will be presented
by the authors in a regular workshop session either as a talk or a poster. All
accepted papers will be published in the workshop proceedings. Accepted papers
will be invited for publication in Journal of biomedical semantics, after
passing a second post-workshop review for the journal. According to past
experiences, full papers / long papers tend to be mature enough for a short
review period, whereas short papers would have to be extended to a proper full
paper passing a full review.
The submissions should be in PDF format and anonymized for review. All
submissions must be written in English and follow the EMNLP-IJCNLP 2019
formatting requirements (available on the EMNLP-IJCNLP 2019 website). We
strongly advise the use of the Word or LaTeX template files provided by
EMNLP-IJCNLP 2019 (https://www.emnlp-ijcnlp2019.org/).
- Long paper submission: up to 8 pages of content, plus 2 pages for
references; final versions of long papers: one additional page (so that
reviewers' comments can be taken into account): up to 9 pages with unlimited
pages for references
- Short paper submission: up to 4 pages of content, plus 2 pages for
references; final version of short papers: up to 5 pages with unlimited pages
for references
Louhi 2019 will only accept electronic submission via its START submission
system (https://www.softconf.com/emnlp2019/ws-LOUHI2019/).
Invited Speaker:
To Be Announced
Programme Committee:
To Be Announced
Important Dates:
Long and Short Paper submission deadline: August 12, 2019
Notification to authors: September 9, 2019
Camera-ready papers due: September 30, 2019
Workshop: November 3 or 4, 2019
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