ACL RD-TEC 1.0 Summarization of P06-1004
Paper Title:
MINIMUM CUT MODEL FOR SPOKEN LECTURE SEGMENTATION
MINIMUM CUT MODEL FOR SPOKEN LECTURE SEGMENTATION
Authors: Igor Malioutov and Regina Barzilay
Primarily assigned technology terms:
- algorithm
- artificial intelligence
- automatic speech recognition
- classifier
- computational linguistics
- computing
- cutoff
- decoding
- dynamic programming
- dynamic programming algorithm
- graph construction
- graph-partitioning
- greedy search
- language modeling
- lecture segmentation
- lexical weighting
- matching
- meeting segmentation
- minimum-cut-based segmentation
- modeling
- nlp
- normalization
- parameter estimation
- parameter tuning
- partitioning
- porter stemmer
- preprocessing
- programming algorithm
- recognition
- recognition system
- recognizer
- scoring
- search
- segmentation
- segmentation algorithm
- segmentation system
- similarity computation
- smoothing
- smoothing method
- speech recognition
- speech recognition system
- speech recognizer
- stemmer
- support vector machines
- term weighting
- text preprocessing
- text segmentation
- tuning
- weighting
Other assigned terms:
- annotation
- annotator
- annotators
- approach
- association for computational linguistics
- benchmark
- bias
- brown corpus
- case
- chunk
- chunks
- coherence
- cohesion
- concept
- corpora
- cosine similarity
- data sets
- development set
- device
- discourse
- distribution
- error rate
- estimation
- evaluation metric
- evaluation metrics
- experimental results
- fact
- feature
- feature vector
- generation
- human judgments
- human performance
- hypothesis
- implementation
- intelligence
- intra-partition node similarity
- language model
- lexical relations
- linguistic
- linguistic framework
- linguistics
- local dependency
- measure
- measures
- method
- model parameters
- node similarity
- normalization factor
- normalized cut criterion
- opinions
- parameter settings
- polynomial time
- precision
- probability
- probability estimates
- procedure
- process
- recognition errors
- relation
- scoring scheme
- search procedure
- segment boundaries
- segment boundary
- segmentation accuracy
- segments
- semantic
- semantic content
- sentence
- sentence boundary
- sentences
- signal
- similarity function
- similarity metric
- similarity scores
- speech recognition errors
- spoken language
- statistics
- stem
- style
- support vector
- teaching
- technology
- term
- terms
- text
- thematic cohesion
- time complexity
- toolkit
- topics
- topology
- transcript
- transcriptions
- transcripts
- understanding
- word
- word error rate
- word repetition
- words
