Lecture 9: Semantic Role Labeling, Discourse and Advanced Topics

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Semantic Fields. The semantics of events. Semantic roles. Thematic Roles. FrameNet. Semantic restrictions and preferences. Semantic Role Labeling. Features. The state of the art.

Discourse: computational discourse. Motivating examples. Unsupervised vs. supervised linear segmentation. Text coherence. Automatic coherence assignment. Reference resolution. Pronominal Anaphora Resolution.

Advanced topic: Multilingual unsupervised Part-of-Speech Tagging.

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