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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: 
leonardi@diag.uniroma1.it

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: 

https://uniroma1.zoom.us/j/98040356415?pwd=NEV6Y1o5V09NMHEwM0JNbFdwYU9rQT09

(ID riunione: 980 4035 6415 Passcode: 167190)

 
gruppo di ricerca: 
© Università degli Studi di Roma "La Sapienza" - Piazzale Aldo Moro 5, 00185 Roma