Computational Linguistics & Natural language Processing and Language Resources Processing & Management

Most of the course is taught by Dr. Haris Papageorgiou. The lectures given by Dr. Stella Markantonatou are marked explicitly.

The following subjects will be discussed:

Regular Expressions, Text Normalization and Edit Distance, Classification και Feedforward neural networks, Distributional Semantics & Vector Spaces – Embeddings, Language Models and Recurrent neural networks, Contextual Representations & Text Generation, Sequence Labeling, Named Entity Recognition/Extraction & Dependency Parsing, Argumentation Mining, Semantic Role Labeling, Argument Structure  & Event Representations, Opinion Mining & Sentiment Analysis, Question Answering systems 

SEMANTIC AND SYNTACTIC RESOURCES (S. Markantonatou)

WordNet, FrameNet, BabelNet, Controlled vocabularies and terminological resources: AAT, Langual, Treebanks: UPenn, AMR, PARSEME SHARED TASK