ACL RD-TEC 1.0 Summarization of H05-1123
Paper Title:
A GENERALIZED FRAMEWORK FOR REVEALING ANALOGOUS THEMES ACROSS RELATED TOPICS
A GENERALIZED FRAMEWORK FOR REVEALING ANALOGOUS THEMES ACROSS RELATED TOPICS
Authors: Zvika Marx and Ido Dagan and Eli Shamir
Primarily assigned technology terms:
- algorithm
- clustering
- clustering algorithm
- clustering method
- computational linguistics
- cross-partition clustering
- distributional clustering
- human language
- human language technology
- identification
- jaccard coefficient
- k-means
- language processing
- language technology
- learning
- learning techniques
- maximum entropy
- measuring
- naive bayes
- natural language processing
- processing
- quantitative evaluation
- search
- term clustering
- terminology
- tuning
- unsupervised learning
Other assigned terms:
- analogy
- approach
- assignment probability
- association for computational linguistics
- case
- cluster
- cluster centroid
- clustering paradigm
- clusters
- co-occurrence
- co-occurrence frequency
- co-occurrence statistics
- co-occurrences
- coefficient
- cognitive
- cognitive science
- computational framework
- computational models
- concepts
- convergence
- distribution
- empirical results
- entropy
- experimental results
- experimental setting
- fact
- feature
- feature information
- geometric mean
- heuristic
- human thinking
- intelligence
- kl divergence
- linguistics
- mappings
- maximum entropy principle
- measure
- mechanisms
- method
- names
- natural language
- noise
- overlap measure
- probabilistic framework
- probabilities
- probability
- probability distribution
- probability distributions
- relation
- sentence
- sentence boundaries
- statistics
- technology
- term
- terms
- text
- topics
- understanding
- web pages
- window size
- word
- word co-occurrence
- word window
- words
