Structured Probabilistic Models for Natural Language Semantics

@inproceedings{Das2010StructuredPM,
  title={Structured Probabilistic Models for Natural Language Semantics},
  author={Dipanjan Das},
  year={2010}
}
The recent past has witnessed a predominance of robust empirical methods in natural language structure prediction, but mostly through the analysis of syntax. Wide-coverage analysis of the underlying meaning or semantics of natural language utterances still remains a major obstacle for language understanding. A primary bottleneck lies in the scarcity of high-quality and large amounts of annotated data that provide complete information about the semantic structure of natural language expressions… CONTINUE READING
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