作者
Vladislav Maraev, Chakaveh Saedi, João Rodrigues, António Branco, João Silva
发表日期
2018
研讨会论文
Artificial Intelligence and Natural Language: 6th Conference, AINL 2017, St. Petersburg, Russia, September 20–23, 2017, Revised Selected Papers 6
页码范围
293-304
出版商
Springer International Publishing
简介
The central goal of this paper is to report on the results of an experimental study on the application of character-level embeddings and basic convolutional neural network to the shared task of sentence paraphrase detection in Russian. This approach was tested in the standard run of Task 2 of that shared task and revealed competitive results, namely 73.9% accuracy against the test set. It is compared against a word-level convolutional neural network for the same task, and varied other approaches, such as rule-based and classical machine learning.
学术搜索中的文章
V Maraev, C Saedi, J Rodrigues, A Branco, J Silva - Artificial Intelligence and Natural Language: 6th …, 2018