1. Fernando Pereira

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    1. Mentioned In 39 Articles

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      Statistical Methods in Natural Language Processing Michael Collins AT&T Labs-Research Overview Some NLP problems: Information extraction (Named entities, Relationships between entities, etc.) Finding linguistic structure Part-of-speech tagging, ``Chunking'', Parsing Techniques: Log-linear (maximum-entropy) taggers Probabilistic context-free grammars (PCFGs) PCFGs with enriched non-terminals Discriminative methods: Conditional MRFs, Perceptron algorithms, Kernel methods
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      Discourse, Entailment, Machine Translation, NER, Parsing, Segmentation, Semantic, Sentiment, Summarization, WSD
  2. About Fernando Pereira

    Fernando Pereira a University of Pennsylvania computer science researcher.