Mikhail Burtsev gives a talk about the problems of neural network architectures based on transformers (first of all, BERT and its variants) in relation to the task of language modeling, and offer research directions to overcome these problems.
Presentation:
Mikhail Burtsev is head of the DeepPavlov project & the Neural Networks and Deep Learning Lab of MIPT.
27 views
1611
420
7 years ago 00:03:50 46
NLP in question and answers №6
11 years ago 00:04:27 788
-Jordan- & `Хирург/NLP/War part 6
5 years ago 01:39:24 27
NLP #6: The next generation of language models.
10 years ago 00:11:55 5
NLP 6 Step Reframe - Live Demo
8 years ago 01:04:45 16
Deep Learning for NLP at Oxford 2017 - Lecture 6 - Deep NLP on Nvidia GPUs [Jeremy Appleyard]
9 years ago 00:00:57 430
Cyxou frag MOVIE Counter Strike 1.6 (NLP)
5 years ago 01:07:14 4
CMU Neural Nets for NLP 2020 (6): Conditioned Generation
5 years ago 01:27:10 9
Введение в NLP. Эмбеддинги слов ()
7 years ago 01:48:29 1
Deep Learning 6: Deep Learning for NLP
6 years ago 01:12:00 3
CMU Neural Nets for NLP 2019 (6): Conditioned Generation
2 years ago 01:25:16 1
Стрим не для дураков 6. #гипнокоучинг #nlp #павелдмитриев
5 years ago 00:07:13 1
6/7 The Future of NLP (The Lack of Robustness)
3 years ago 00:14:22 7
Question Answering | NLP | QA | Tranformer | Natural Language Processing | Python | Theory | Code
6 years ago 01:08:25 2
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 6 – Language Models and RNNs
4 years ago 01:15:38 8
7. Natural Language Processing (NLP), Part 1
3 years ago 01:21:38 1
Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 6 - Simple and LSTM RNNs
5 years ago 01:17:31 8
Alberto Massidda / Deep Learning for NLP: a paradigm shift in word counting
4 years ago 00:06:37 1
NLP for Developers: Word Embeddings | Rasa
8 years ago 00:44:32 1
Стохастические вычислительные графы в NLP | Технострим
4 years ago 01:23:24 3
8. Natural Language Processing (NLP), Part 2
4 years ago 01:02:18 11
Riga Data Science Club Meetup #24: NLP Detecting persuasion techniques with BART | Cees Roele
5 years ago 01:48:26 1
CS 472 Lecture 6: NLP analysis of COVID-19 information on Twitter and FB
3 years ago 11:31:16 31
Master Transformers in 18 Hours with PyTorch TensorFlow HuggingFace | PART 1 | NLP Machine Learning