The Thesis Review

[46] Yulia Tsvetkov - Linguistic Knowledge in Data-Driven NLP

Aug 12, 2023
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1
Introduction
00:00 • 2min
2
How I Got Started Doing Research and Eventually Doing a PhD
01:49 • 3min
3
The Importance of Having a Mentor
05:03 • 3min
4
The Importance of Looking Back
08:14 • 3min
5
The Importance of Linguistic Theory in NLP
10:47 • 3min
6
The Importance of Linguistics in Machine Translation
13:50 • 3min
7
The Importance of Linguistic Theory in Machine Translation
17:05 • 2min
8
Multilingual and Low Resource NLP
18:42 • 2min
9
The Importance of Multilingual Models
20:25 • 5min
10
The Importance of Diversity in Multilingual NLP
25:03 • 2min
11
The Problem With Large Language Models
27:20 • 3min
12
The Connection Between Control Generation and Control Generation
29:56 • 2min
13
The Backstory of Polyglot Language Models
32:17 • 2min
14
How to Improve Phonological Language Modeling for Hindi
34:37 • 3min
15
Should One Focus on What They Decided They Want to Work On?
37:17 • 2min
16
How to Pick Up Different Streams of Research After Your PhD
39:19 • 2min
17
The Future of Computational Ethics
41:32 • 3min
18
Paradigm Shifts in the Way We Build Models Today
44:49 • 3min
19
The Pros and Cons of Diversity in NLP Research
48:05 • 4min
20
The Importance of a Big Language Model in Research
51:55 • 4min
21
Objective Functions as a PhD Student
55:44 • 2min
22
Advice for a New Researcher
57:57 • 2min