Linguistics


Dependency Parsing Novel parsing algorithms, SOTA decoders, intermediate grammar, treebanks construction and application in dialog domain. Semantic Textual Similarity Semantic textual similarity deals with determining how similar two pieces of texts are. Tagging Tagging based tasks like Named Entity Recognition, chunking, etc. Abstract Meaning Representation AMR captures “who is doing what to whom” in a sentence. Each sentence is represented as a rooted, directed, acyclic graph with labels on edges (relations) and leaves (concepts).
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