Entity Disambiguation

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Related lectures (32)

Matrix Factorization: Linking Text to Knowledge Bases Log in to Mediaspace to watch this video

Explores distant supervision for linking text to knowledge bases using entity extraction and classifiers.

Entity Disambiguation Log in to Mediaspace to watch this video

Explores entity disambiguation techniques, including NER, Viterbi algorithm, and GPT models, emphasizing prompt design and in-context learning.

Link Prediction: Knowledge Inference Log in to Mediaspace to watch this video

Discusses link prediction in knowledge graphs and models like TransE.

Robert Boyle's Literary Technology Log in to Mediaspace to watch this video

Explores Robert Boyle's literary technology and its impact on knowledge production and communication.

Information Extraction: Algorithms and Techniques Log in to Mediaspace to watch this video

Explores algorithms and techniques for information extraction, including Viterbi algorithm, named entities recognition, and distant supervision.

IT Support Services: Overview Log in to Mediaspace to watch this video

Covers the IT support services provided by EPFL Information Systems.

Knowledge Representation: Semantics and Data Structures Log in to Mediaspace to watch this video

Explores knowledge representation, data structures, semantics, and the challenges of searching for data on the web.

Semantic Web Resources Log in to Mediaspace to watch this video

Explores popular ontologies and knowledge bases like WordNet, WikiData, Google Knowledge Graph, and Schema.org, as well as Linked Open Data sets.

Data Integration & Cleaning: Expert Matching & Entity Recognition Log in to Mediaspace to watch this video

Covers data integration, expert matching, entity recognition, performance, scalability, stream data management, tensor decomposition, and concept drift detection.

Foundations of Information Systems: Course Overview and Key Concepts Log in to Mediaspace to watch this video

Introduces the course on information systems, covering its structure, objectives, and foundational concepts essential for understanding data management and decision-making.

Neuro-symbolic Representations: Commonsense Knowledge & Reasoning Log in to Mediaspace to watch this video

Delves into neuro-symbolic representations for commonsense knowledge and reasoning in natural language processing applications.

Matrix Factorization: Information Extraction Log in to Mediaspace to watch this video

Explores matrix factorization for information extraction, Bayesian ranking, and relation embeddings.

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