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Unsupervised Dependency Parsing with Acoustic Cues

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Figure

Figure 1: Example unlabeled dependency parse.
Table 1: Statistics for our three corpora.
Table 2: Performance on wsj10 and swbdnxt10 for models using words and POS tags only. Bold scores indicatethe best performance of all models and baselines on that measure.† Significantly different from best non-uniform baseline (italics) by a stratified shuffling test, p < 0.01; ∗: p < 0.05.
Table 3: Performance on swbdnxt10 for models using words and duration. The scatterplot includes a subset of theinformation in the table: F-score and undirected attachment accuracy for backoff models and VB and LH baseline.Bold, italics, and significance annotations as in Table 2.
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