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ACL
2010
13 years 6 months ago
Identifying Text Polarity Using Random Walks
Automatically identifying the polarity of words is a very important task in Natural Language Processing. It has applications in text classification, text filtering, analysis of pr...
Ahmed Hassan, Dragomir R. Radev
CICLING
2010
Springer
13 years 6 months ago
A Syntactic Textual Entailment System Based on Dependency Parser
Abstract. The development of a syntactic textual entailment system that compares the dependency relations in both the text and the hypothesis has been reported. The Stanford Depend...
Partha Pakray, Alexander F. Gelbukh, Sivaji Bandyo...
EMNLP
2010
13 years 6 months ago
Hierarchical Phrase-Based Translation Grammars Extracted from Alignment Posterior Probabilities
We report on investigations into hierarchical phrase-based translation grammars based on rules extracted from posterior distributions over alignments of the parallel text. Rather ...
Adrià de Gispert, Juan Pino, William J. Byr...
EMNLP
2011
12 years 8 months ago
Training a Log-Linear Parser with Loss Functions via Softmax-Margin
Log-linear parsing models are often trained by optimizing likelihood, but we would prefer to optimise for a task-specific metric like Fmeasure. Softmax-margin is a convex objecti...
Michael Auli, Adam Lopez
IWPC
2000
IEEE
14 years 25 days ago
Tracing Object-Oriented Code into Functional Requirements
Software system documentation is almost always expressed informally, in natural language and free text. Examples include requirement specifications, design documents, manual page...
Giuliano Antoniol, Gerardo Canfora, Andrea De Luci...