ACL RD-TEC 1.0 Summarization of N06-3009
Paper Title:
A HYBRID APPROACH TO BIOMEDICAL NAMED ENTITY RECOGNITION AND SEMANTIC ROLE LABELING
A HYBRID APPROACH TO BIOMEDICAL NAMED ENTITY RECOGNITION AND SEMANTIC ROLE LABELING
Primarily assigned technology terms:
- bio-ner
- biomedical named entity recognition
- boundary identification
- classification
- cross validation
- database
- entity recognition
- generation method
- identification
- information extraction
- language processing
- learning
- learning approaches
- learning techniques
- machine leaning
- machine learning
- machine learning approaches
- machine learning techniques
- machinelearning
- maximum entropy
- mining
- named entity recognition
- natural language processing
- ne detection
- nlp
- parser
- pos tagger
- post-processing
- postprocessing
- processing
- recognition
- relation extraction
- semantic annotation
- semantic role labeling
- sequence tagging
- spelling
- srl system
- tagger
- tagging
- template generation
- validation
Other assigned terms:
- 10-fold cross validation
- abbreviations
- adjunct
- adverb
- affix
- affixes
- annotated corpora
- annotation
- annotation effort
- annotation inconsistency
- annotation scheme
- annotators
- approach
- biomedical corpus
- biomedical domain
- biomedical literature
- characters
- compound words
- context features
- context window
- context window size
- corpora
- crf model
- data sparseness
- dictionaries
- dictionary
- entropy
- experimental results
- expert knowledge
- f-score
- feature
- gene names
- generation
- genia
- human annotation
- human annotators
- interpretation
- knowledge
- labeling
- lexicon
- linguistic
- linguistic features
- linguistic information
- method
- named entities
- named entity
- names
- natural language
- natural language texts
- nouns
- ontology
- part-of-speech
- part-of-speech information
- pos information
- predicate-argument
- predicate-argument structures
- predicates
- prepositional phrases
- prepositions
- process
- prop-bank
- propbank
- propbank annotation scheme
- proposition
- proposition bank
- protein names
- relation
- role labeling
- semantic
- semantic interpretation
- semantic role
- semantic roles
- semi-automatic annotation
- sentence
- symbols
- synonyms
- syntactic structures
- syntactic tree
- tagging problem
- target word
- technologies
- text
- topics
- training
- training corpus
- training set
- tree
- treebank
- verb
- wall street journal corpus
- window size
- word
- words
