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Natural Language Processing

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Natural Language Processing

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Research Frontiers in Semantic Role Labeling and Argument Structure

Research on identifying and classifying semantic roles and predicate-argument structures across typologically diverse languages.

Cross-lingual Argument Transfer in Low-resource Languages
Implicit Arguments and Null Instantiation Resolution
Semantic Roles in Figurative and Metaphorical Language
Nested and Overlapping Argument Structures in Complex Sentences
Argument Structure Evolution in Social Media and Noisy Text
Zero-shot Semantic Role Labeling Across Syntactic Paradigms
Pragmatic Roles Beyond Syntactic Arguments in Discourse
Multimodal Semantic Roles in Vision-Language Understanding
Argument Commensurability and Semantic Equivalence Across Languages
Dynamic Argument Frames in Dialogue and Contextual Understanding

All Natural Language Processing PhD categories