ACL RD-TEC 1.0 Summarization of W06-0704
Paper Title:
SITUATED QUESTION ANSWERING IN THE CLINICAL DOMAIN: SELECTING THE BEST DRUG TREATMENT FOR DISEASES
SITUATED QUESTION ANSWERING IN THE CLINICAL DOMAIN: SELECTING THE BEST DRUG TREATMENT FOR DISEASES
Authors: Dina Demner-Fushman and Jimmy Lin
Primarily assigned technology terms:
- algorithm
- automatic evaluation
- commonsense reasoning
- computational linguistics
- conceptual analysis
- database
- extractor
- factoid question answering
- identification
- indexing
- information systems
- information-seeking
- keyword matching
- knowledge extraction
- machine-learning
- matching
- matching algorithm
- named-entity detection
- partial string match
- qa system
- query formulation
- querying
- question answering
- question answering system
- question answering systems
- ranking
- reasoning
- reranking
- restricted-domain question answering
- retrieval system
- retrieval systems
- retrieving
- scoring
- search
- search engine
- search system
- semantic matching
- semantic reranking
- statistical machine-learning
- string match
- summarization
- unification
Other assigned terms:
- approach
- case
- citation
- community
- concept
- concepts
- controlled vocabulary
- development set
- distribution
- document
- domain knowledge
- domain model
- duration
- etiology
- evaluation methodology
- evaluations
- factoid question
- factual information
- frame
- human judgment
- human judgments
- keyword
- knowledge
- knowledge structure
- linguistics
- maps
- matching process
- medline
- mesh
- mesh headings
- mesh hierarchy
- metadata
- methodology
- named-entity
- names
- ontology
- paragraph
- precision
- procedure
- process
- process model
- query
- query frame
- question type
- representations
- scoring model
- search query
- search results
- segments
- semantic
- semantic domain
- semantic model
- semantic relations
- semantic representations
- sentence
- system design
- terms
- test collection
- test set
- text
- text segments
- theory
- umls
- understanding
- unigram
- user
- vocabulary
- words
