Data Science PhD course-AI in the Wild & Knowledge Intensive NLP

Speaker:

Amin Mantrach, James Thorne

Data dell'evento:

Monday, 3 July, 2023 - 09:00 to Thursday, 6 July, 2023 - 18:00

Luogo:

DIAG

Contatto:

Data Science PhD course-AI in the Wild & Knowledge Intensive NLP- 3/6 July

Day	Date	Hours/Room	Speaker	Program
Day 1	Monday, July 3th
		9am-1pm Aula Magna	AI in the Wild (Amin Mantrach)	Dynamic Programing Markov Chains Hidden Markov Models
		2pm-6pm Aula Magna	Knowledge Intensive NLP (James Thorne)	Introduction to Knowledge-Intensive NLP Tasks
Day 2	Tuesday, July 4th
		9am-1pm Aula Magna	AI in the Wild (Amin Mantrach)	Information Retrieval: - Preprocessing - Vector Space model - Probabilistic model - Assessment of performance
		2pm-6pm Aula Magna	Knowledge Intensive NLP (James Thorne)	Information Retrieval
Day 3	Wednesday, July 5th
		9am-1pm Aula Magna	AI in the Wild (Amin Mantrach)	Collaborative Reco: - Introduction - Latent class model and Expectation Maximisation - itemRank model - SVD decomposition - Non-negative matrix decomposition - Performance Evaluation
		2pm-6pm Aula Magna	Knowledge Intensive NLP (James Thorne)	Knowledge Fusion Architectures
Day 4	Tuesday, July 6th
		9am-1pm B203	AI in the Wild (Amin Mantrach)	Introducing the Randomised Shortest Path Framework
		2pm-6pm B203	Knowledge Intensive NLP (James Thorne)	Large-Scale Language Models and Knowledge

Link Zoom:

(ID riunione: 980 4035 6415 Passcode: 167190)

gruppo di ricerca: