ACL RD-TEC 1.0 Summarization of H05-1013
Paper Title:
A LARGE-SCALE EXPLORATION OF EFFECTIVE GLOBAL FEATURES FOR A JOINT ENTITY DETECTION AND TRACKING MODEL
A LARGE-SCALE EXPLORATION OF EFFECTIVE GLOBAL FEATURES FOR A JOINT ENTITY DETECTION AND TRACKING MODEL
Authors: Hal Daumé III and Daniel Marcu
Primarily assigned technology terms:
- algorithm
- approximate search
- automatic document summarization
- binary classi cation
- chunker
- classi cation
- clustering
- computational linguistics
- computing
- coreference resolution
- coreference system
- data mining
- decoding
- detection and tracking
- document summarization
- entity detection
- entity detection and tracking
- entity tagger
- feature comparison
- human language
- human language technology
- information extraction
- information retrieval
- language processing
- language technology
- learning
- learning algorithm
- learning algorithms
- learning procedure
- left-to-right decoding
- listing
- local learning
- machine learning
- machine learning algorithms
- machine translation
- matching
- maximum entropy
- maximum entropy model
- mention detection
- mention detection task
- mining
- modeling
- named entity detection
- named entity tagger
- natural language processing
- ne tagging
- optimization
- parsing
- perceptron
- pipelining
- processing
- question answering
- scoring
- search
- search algorithm
- search optimization
- search process
- speech tagger
- string match
- string matching
- structure search
- summarization
- tagger
- tagging
Other assigned terms:
- approach
- association for computational linguistics
- background knowledge
- beam
- case
- characters
- chunk
- chunks
- concreteness
- coreference chains
- corpora
- data set
- data sets
- detection task
- distance metric
- distribution
- document
- dutch
- edit distance
- entity subtype
- entity type
- entity types
- entropy
- evaluation metrics
- exact match
- experimental results
- fact
- feature
- feature set
- feature types
- gazetteer
- gazetteer information
- geopolitical entity
- head word
- hypernym
- hypotheses
- hypothesis
- knowledge
- large corpora
- large corpus
- lexical features
- linguistics
- markov models
- measure
- method
- methodology
- model parameters
- mutual information
- named entity
- names
- natural language
- nominal coreference
- nominals
- part of speech
- procedure
- process
- pronoun
- pronouns
- russian
- search procedure
- search space
- segments
- semantic
- semantic features
- sentences
- string edit distance
- substring
- synset
- synsets
- syntactic features
- syntax
- technique
- technology
- terms
- test data
- test set
- text
- text documents
- training
- training data
- training documents
- training set
- unigram
- web corpus
- web page
- web pages
- weight vector
- word
- word classes
- word usage
- wordnet
- words
