filmov
tv
Transfer Learning In NLP - Concepts Tools and Application to Language Generation Tasks
Показать описание
Over the last two years, the field of Natural Language Processing (NLP) has witnessed the emergence of transfer learning methods and architectures which significantly improved upon the state-of-the-art on pretty much every NLP tasks.
The wide availability and ease of integration of these transfer learning models are strong indicators that these methods will become a common tool in the NLP landscape as well as a major research direction.
In this talk, I'll present a quick overview of modern transfer learning methods in NLP and review examples and case studies on how these models can be integrated and adapted in downstream NLP tasks, focusing on open-source solutions and natural language generation tasks like open-ended dialogue generation.
The wide availability and ease of integration of these transfer learning models are strong indicators that these methods will become a common tool in the NLP landscape as well as a major research direction.
In this talk, I'll present a quick overview of modern transfer learning methods in NLP and review examples and case studies on how these models can be integrated and adapted in downstream NLP tasks, focusing on open-source solutions and natural language generation tasks like open-ended dialogue generation.
0:01:53
Transfer Learning for Natural Language Processing (NLP)
0:03:26
What is Transfer Learning? [Explained in 3 minutes]
0:44:26
Thomas Wolf 'Transfer learning in NLP'
0:12:39
Transfer Learning on NLP Task using Tensorflow
0:04:06
What is Transfer Learning?
1:52:27
NLP Demystified 15: Transformers From Scratch + Pre-training and Transfer Learning With BERT/GPT
0:13:45
BERT: transfer learning for NLP
0:07:43
What Is Transfer Learning? | Transfer Learning in Deep Learning | Deep Learning Tutorial|Simplilearn
0:11:34
Introduction to Transfer Learning | Machine Learning | NLP & Computer Vision | Part 1/3
1:06:59
Transfer Learning in NLP
0:14:23
Transfer Learning in NLP | Universal Language Models
0:41:59
Transfer Learning in Natural Language Processing (NLP) - PyCon SG 2019
1:17:25
Лекция. Transfer Learning в NLP.
0:08:06
Keras Transfer Learning for NLP (9.3)
0:05:43
Transfer Learning for Languages and Keras (9.4)
0:44:05
Effective Transfer Learning for NLP - Madison May | ODSC East 2018
0:14:11
Tensorflow 2.0 Transfer Learning for NLP Task
0:16:30
Transfer Learning for NLP: BERT Self-Attention Visualization
1:08:15
An introduction to transfer learning in NLP and HuggingFace with Thomas Wolf
1:13:19
AN INTRODUCTION TO TRANSFER LEARNING IN NLP AND HUGGINGFACE
0:45:24
Семинар. Transfer Learning в NLP.
0:44:59
Transfer learning and Transformer models (ML Tech Talks)
0:24:59
Infoshare 2019 - Ines Montani: Practical transfer learning for NLP with spaCy and Prodigy Scale
0:07:24
9. 'Transfer Learning in NLP' with Tensorflow
Комментарии