ACL RD-TEC 1.0 Summarization of N04-1003
Paper Title:
ROBUST READING: IDENTIFICATION AND TRACING OF AMBIGUOUS NAMES
ROBUST READING: IDENTIFICATION AND TRACING OF AMBIGUOUS NAMES
Authors: Xin Li and Paul Morie and Dan Roth
Primarily assigned technology terms:
- algorithm
- classification
- clustering
- computing
- coreference resolution
- document generation
- em algorithm
- entity recognition
- entity tagger
- graph-based clustering
- greedy search
- greedy search algorithm
- grouping
- hidden markov
- hidden markov model
- identification
- inference algorithm
- learning
- learning approach
- learning process
- likelihood estimation
- local clustering
- markov model
- matching
- maximum likelihood
- maximum likelihood estimation
- model estimation
- naive bayes
- name identification
- named entity recognition
- named entity tagger
- pairwise classification
- parameter estimation
- questions answering
- random walk
- ranking
- reading
- recognition
- search
- search algorithm
- smoothing
- softtfidf
- tagger
- training process
- truncated em
- unsupervised learning
- viterbi
- viterbi algorithm
Other assigned terms:
- annotation
- annotators
- appearance similarity
- approach
- baseline model
- case
- co-occurrence
- concept
- conditional probability
- contextual information
- corpora
- data set
- dictionaries
- discriminative model
- distribution
- document
- document collection
- document set
- entity type
- entity types
- estimation
- experimental results
- fact
- generation
- generation process
- generative model
- heuristics
- incremental approach
- inferences
- joint distribution
- large corpora
- likelihood
- local dependency
- measure
- measures
- methodology
- model parameter
- model parameters
- multinomial distribution
- named entities
- named entity
- names
- natural language
- ordered list
- precision
- prior distribution
- prior probability
- probabilistic model
- probabilistic models
- probabilities
- probability
- probability distribution
- probability distributions
- process
- pronouns
- proper names
- queries
- query
- scalability
- similarity measure
- similarity measures
- similarity model
- terms
- test set
- text
- time complexity
- training
- transformation
- understanding
- uniform distribution
