

[44] Hady Elsahar - NLG from Structured Knowledge Bases (& Controlling LMs)
4 snips Aug 23, 2022
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19
Introduction
00:00 • 2min
The PhD and the Future of NLP
02:02 • 4min
The Evolution of Research in Egypt
06:03 • 3min
How to Be a Successful PhD Student
08:43 • 4min
The Evolution of the Sector-Sector Model
13:06 • 2min
How to Be Extremely Efficient With Low Resource Setups
15:05 • 3min
Controllability in a Low Resource Multilingual Setting
18:04 • 3min
The Future of General Purpose Models
21:10 • 3min
The Power of Prompting in Large Language Models
24:06 • 3min
The Power of Prompting in NLP
27:29 • 3min
The Back Story of Working on Distributed Controlled Text Generation
30:57 • 3min
The Distributional Control of Language Models
33:50 • 4min
The Importance of Distributional Constraints in Regression Learning
37:24 • 5min
How to Maximize Reward Expectations
42:21 • 5min
How to Sample From Unnormalized Scorers
46:52 • 4min
Dynamic Constraints for Language Models
50:49 • 6min
The Importance of Objective Functions in PhD Research
56:24 • 3min
How to Be a Successful PhD Student
58:57 • 4min
How to Take Advice to New Researchers
01:03:07 • 2min