期刊： NATURAL LANGUAGE ENGINEERING, 2021; 27 (5)
Deep nets have done well with early adopters, but the future will soon depend on crossing the chasm. The goal of this paper is to make deep nets more ......
期刊： NATURAL LANGUAGE ENGINEERING, 2020; 26 (5)
Entities play an essential role in understanding textual documents, regardless of whether the documents are short, such as tweets, or long, such as ne......
期刊： NATURAL LANGUAGE ENGINEERING, 2020; 26 (1)
In this article, we propose an innovative and robust approach to stylometric analysis without annotation and leveraging lexical and sub-lexical inform......
期刊： NATURAL LANGUAGE ENGINEERING, 2020; 26 (6)
This paper proposes a robust text classification and correspondence analysis approach to identification of similar languages. In particular, we propos......
期刊： NATURAL LANGUAGE ENGINEERING, 2019; 25 (2)
Unlike English and other Western languages, many Asian languages such as Chinese and Japanese do not delimit words by space. Word segmentation and new......
期刊： NATURAL LANGUAGE ENGINEERING, 2019; 25 (4)
Most compositional distributional semantic models represent sentence meaning with a single vector. In this paper, we propose a structured distribution......
期刊： NATURAL LANGUAGE ENGINEERING, 2018; 24 (5)
This paper reviews the state-of-the-art of one emergent field in computational linguisticssemantic change computation. It summarizes the literature by......
期刊： NATURAL LANGUAGE ENGINEERING, 2018; 24 (1)
Neural Network-based approaches have recently produced good performances in Natural language tasks, such as Supertagging. In the supertagging task, a ......
期刊： NATURAL LANGUAGE ENGINEERING, 2018; 24 (2)
It is a challenging task to discover information from a large amount of data in an open domain.(1) In this paper, an event network framework is propos......
期刊： NATURAL LANGUAGE ENGINEERING, 2018; 24 (4)
Comparable corpora serve as an important substitute for parallel resources in cases of under-resourced language pairs. Previous work mostly aims to fi......
期刊： NATURAL LANGUAGE ENGINEERING, 2018; 24 (4)
The semantic information of documents needs to be represented because it is the basis for many applications, such as document summarization, web searc......
