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Lecture
Entity Disambiguation
Graph Chatbot
Related lectures (32)
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Projects Presentation & Logistics
Covers the presentation of 4 projects in the course and related logistics.
Knowledge Inference
Explores knowledge inference, embedding techniques, and schema matching in data integration.
Vector Space Semantics (and Information Retrieval)
Explores the Vector Space model, Bag of Words, tf-idf, cosine similarity, Okapi BM25, and Precision and Recall in Information Retrieval.
Neuro-symbolic Representations: Commonsense Knowledge & Reasoning
Explores neuro-symbolic representations for understanding commonsense knowledge and reasoning, emphasizing the challenges and limitations of deep learning in natural language processing.
Named Entities Analysis
Covers various projects related to bots developed by students at EPFL.
Entity & Information Extraction
Explores information extraction using classifiers, features, and syntactic analysis.
Digital History: Exploring 20th Century through Press Analysis
Explores digital history and press analysis, emphasizing the impact of digital tools on knowledge dissemination and historical research.
Neuro-symbolic Representations: Commonsense Knowledge & Reasoning
Delves into neuro-symbolic representations for commonsense knowledge and reasoning in natural language processing applications.
Coreference Resolution
Covers coreference resolution, models, applications, challenges, and advancements in natural language processing.
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