ACL RD-TEC 1.0 Summarization of W06-3317
Paper Title:
USING DEPENDENCY PARSING AND PROBABILISTIC INFERENCE TO EXTRACT RELATIONSHIPS BETWEEN GENES, PROTEINS AND MALIGNANCIES IMPLICIT AMONG MULTIPLE BIOMEDICAL RESEARCH ABSTRACTS
USING DEPENDENCY PARSING AND PROBABILISTIC INFERENCE TO EXTRACT RELATIONSHIPS BETWEEN GENES, PROTEINS AND MALIGNANCIES IMPLICIT AMONG MULTIPLE BIOMEDICAL RESEARCH ABSTRACTS
Authors: Ben Goertzel and Hugo Pinto and Ari Heljakka and Michael Ross and Cassio Pennachin and Izabela Goertzel
Primarily assigned technology terms:
- automated extraction
- biomedical text mining
- bionlp
- conditional random fields
- databases
- dependency parsing
- entity extraction
- extractor
- finite state
- finite state automata
- inference control
- inference framework
- inference process
- information extraction
- knowledge engineering
- knowledge representation
- language processing
- link parser
- matching
- maximum entropy
- maximum entropy model
- mining
- morphology
- natural language processing
- nlp
- nlp system
- nlp systems
- nlp technology
- nominalization
- parser
- parsing
- pre-processing
- probabilistic inference
- probabilistic reasoning
- probabilistic term logic
- processing
- ranking
- ranking system
- reasoning
- reasoning system
- search
- semantic inference
- sentence parsing
- statistical nlp
- support vector machines
- tagger
- taggers
- template matching
- text mining
- tokenizer
- transduction
- uncertain inference
- uncertain inference framework
- validation
Other assigned terms:
- annotator
- approach
- argument structure
- automata
- background knowledge
- biomedical domain
- biomedical literature
- biomedical research
- biomedical text
- case
- commonsense knowledge
- concept
- corpora
- dependency grammar
- derivation
- dictionary
- document
- entropy
- entropy models
- error rate
- estimation
- fact
- first order logic
- grammar
- heuristic
- heuristics
- hypotheses
- hypothesis
- inference rules
- inferences
- inheritance
- interpretation
- knowledge
- knowledge base
- language processing module
- logic
- logical form
- logical information
- logical relationship
- mapping
- mapping rule
- mapping rules
- maps
- markov models
- maximum entropy models
- metalanguage
- names
- natural language
- nouns
- ontologies
- parse
- parser performance
- priori
- probability
- probability estimate
- process
- processing module
- relation
- representation framework
- scientific discovery
- semantic
- semantic categories
- semantic category
- semantic interpretation
- semantic relation
- semantic relations
- semantic relationships
- semantic representation
- sentence
- sentences
- signal
- software system
- support vector
- syntax
- tagged corpora
- technologies
- technology
- term
- terms
- text
- transitivity
- truth-value
- word
- word morphology
- words
