Browse > Natural Language Processing > Language Modelling > One Billion Word dataset

Language Modelling on One Billion Word

Rank Method PPL Number of params Paper title Year Paper Code
1 21.8 0.8B
2019
2 23.5 0.46B
2019
3 23.7 1.0B
2018
4 24.0 4.9B
2018
5 24.1 0.46B
2018
6 26.67 0.34B
2019
7 28.0 5B
2017
8 30.0 1.04B
2016
9 30.6 1.8B
2016
10 31.9
2016
11 34.1 5B
2017
12 36.0
2017
13 42.16 1.54B
2019
14 51.3 20B
2013
15 52.9 33B
2014