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Incorporating Non-local Information into Information Extraction Systems by Gibbs Sampling
Incorporating Non-local Information Information Extraction Systems Gibbs Sampling
2015/6/12
Most current statistical natural language processing models use only local features so as to permit dynamic programming in inference, but this makes them unable to fully account for the long distance ...
An Effective Two-Stage Model for Exploiting Non-Local Dependencies in Named Entity Recognition
Two-Stage Model Non-Local Dependencies Named Entity Recognition
2015/6/12
This paper shows that a simple two-stage approach to handle non-local dependencies in Named Entity Recognition (NER) can outperform existing approaches that handle non-local dependencies, while being ...