1. WSJ

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    2. Lateen EM: Unsupervised Training with Multiple Objectives, Applied to Dependency Grammar Induction

      ...4.0%, on average (p ≈ 5.7 × 10−16 ) — for the CoNLL sets. Spitkovsky et al. (2010a) reported that it helps on WSJ, at least with long sentences and uniform initializers. Half of our experiments are with shorter sentences...
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      Discourse, Entailment, Machine Translation, NER, Parsing, Segmentation, Semantic, Sentiment, Summarization, WSD