ACL RD-TEC 1.0 Summarization of W05-0618
Paper Title:
BEYOND THE PIPELINE: DISCRETE OPTIMIZATION IN NLP
BEYOND THE PIPELINE: DISCRETE OPTIMIZATION IN NLP
Authors: Tomasz Marciniak and Michael Strube
Primarily assigned technology terms:
- algorithm
- chunking
- classi cation
- classi er
- coding
- computational linguistics
- computational natural language learning
- computer vision
- crossvalidation
- decision tree
- decision tree learner
- decomposition
- disambiguation
- entity recognition
- feature selection
- graphemic parsing
- image recognition
- integer linear programming
- integer programming
- java
- language generation
- language learning
- learner
- learning
- lexicalization
- linear programming
- machine learning
- machine learning software
- machine-learning
- modeling
- modularization
- morphological segmentation
- naive bayes
- named entity recognition
- natural language learning
- nl generation
- nlp
- optimization
- parsing
- part-of-speech tagging
- pos tagging
- preprocessing
- processing
- pronunciation learning
- recognition
- segmentation
- semantic role labeling
- stress assignment
- syntactic realization
- tagging
- vector representation
- weka
Other assigned terms:
- approach
- association for computational linguistics
- binary features
- case
- classi cation accuracy
- co-occurrence
- contextual information
- correlation
- correlations
- discourse
- discourse connective
- discourse unit
- discourse units
- distribution
- events
- fact
- feature
- feature set
- feature vector
- feature vectors
- frame
- generation
- generation process
- grammatical form
- grammatical information
- graphical representation
- joint distribution
- knowledge
- labeling
- lattice
- lexical choice
- linear structure
- linguistic
- linguistic data
- linguistic knowledge
- linguistic structure
- linguistics
- main verb
- mapping
- mappings
- maps
- meaning
- measure
- measures
- named entity
- natural language
- nlp applications
- nlp task
- nlp tasks
- noun phrase
- part-of-speech
- particle
- phonemes
- phrase
- phrase type
- prepositional phrase
- probabilities
- probability
- probability distribution
- procedure
- process
- pronunciation
- relation
- representations
- role labeling
- run-time
- semantic
- semantic content
- semantic context
- semantic features
- semantic frame
- semantic representation
- semantic role
- semantic roles
- sentence
- sequential model
- similarity metric
- similarity threshold
- statistic
- stems
- stress
- temporal structure
- terms
- test data
- text
- training
- training data
- transcriptions
- tree
- tree structure
- trees
- utterance
- verb
- verb arguments
- verb form
- word
- word pronunciation
- words
