ACL RD-TEC 1.0 Summarization of H05-1092
Paper Title:
MULTI-WAY RELATION CLASSIFICATION: APPLICATION TO PROTEIN-PROTEIN INTERACTIONS
MULTI-WAY RELATION CLASSIFICATION: APPLICATION TO PROTEIN-PROTEIN INTERACTIONS
Authors: Barbara Rosario and Marti Hearst
Primarily assigned technology terms:
- algorithm
- binding
- bionlp
- classification
- computational linguistics
- cross validation
- database
- databases
- discounting smoothing
- graphical model
- human language
- human language technology
- identification
- language processing
- language technology
- learning
- learning methods
- machine learning
- machine learning methods
- matching
- maximum likelihood
- modern biology
- naive bayes
- name matching
- name tagging
- natural language processing
- neural net
- neural network
- nlp
- processing
- protein name tagging
- recognition
- relation classification
- relation extraction
- relation identification
- relationship recognition
- role extraction
- sentence extraction
- smoothing
- smoothing method
- tagging
- validation
Other assigned terms:
- 10-fold cross validation
- annotator
- approach
- association for computational linguistics
- backoff
- biology
- bioscience text
- case
- chunks
- citation
- classification accuracy
- classification problem
- classification task
- co-occurrence
- co-reference
- conditional probabilities
- confusion matrix
- database record
- dictionaries
- dictionary
- discriminative model
- document
- dynamic model
- entity types
- exact match
- f-measure
- feature
- generative models
- grammars
- hypothesis
- joint probability
- keyword
- labeled training data
- labeling
- language processing tasks
- likelihood
- linguistic
- linguistic context
- linguistic expression
- linguistics
- markov sequence
- matlab
- measures
- method
- model parameters
- names
- natural language
- posterior
- posterior probability
- precision
- probabilities
- probability
- probability distributions
- processing tasks
- protein names
- protein-protein interaction
- relation
- sentence
- sentence level
- sentences
- sigmoid function
- synonym
- technology
- terms
- test set
- testing data
- text
- training
- training data
- training set
- tree
- word
- words
