-
Chapter and Conference Paper
Predictive Score-Guided Mixup for Medical Text Classification
Text classification aims to classify text into one or more predefined categories based on its characteristics. Although existing methods improve model performance by fine-tuning pre-trained language models and...
-
Chapter and Conference Paper
Chinese-Vietnamese Cross-Lingual Event Causality Identification Based on Syntactic Graph Convolution
The Chinese-Vietnamese cross-lingual event causality identification aims to identify the cause and effect events from the news text describing the event information and present them in a structured form. The e...
-
Article
Abstractive document summarization via multi-template decoding
Most previous abstractive summarization models generate the summary in a left-to-right manner without making the most use of target-side global information. Recently, many researchers seek to alleviate this issue...
-
Article
Linguistic feature template integration for Chinese-Vietnamese neural machine translation
-
Article
Legal public opinion news abstractive summarization by incorporating topic information
Automatically generate accurate summaries from legal public opinion news can help readers to grasp the main ideas of news quickly. Although many improved sequence-to-sequence models have been proposed for the ...
-
Article
The effect of environmental regulation on air pollution, productivity, and factor structure: a quasi-natural experiment evidence from China
This paper makes a first empirical attempt at estimating the effects of environmental regulation on air pollution, total factor productivity (TFP), and factor structure based on a quasi-natural experiment meth...
-
Article
Energy Efficiency Convergence in China: Catch-Up, Lock-In and Regulatory Uniformity
This paper examines alternative hypotheses of beta convergence for different measures of energy efficiency. We collect a novel set of prefecture-level data that substantially extend the breadth of the datasets...
-
Article
Cross-lingual event-centered news clustering based on elements semantic correlations of different news
Cross-lingual event-centered news clustering aims to perform the clustering of news documents written in different languages into groups of documents that describe the same event. In order to solve the problem...
-
Article
Extracting hyponymy of domain entity using Cascaded Conditional Random Fields
Entity hyponymy is an important semantic relation to build the domain ontology or knowledge graphs. Traditional extraction methods of domain concepts hyponymy are limited to manual annotation or specific patte...
-
Article
A hybrid method for entity hyponymy acquisition in Chinese complex sentences
Extracting entity hyponymy in Chinese complex sentences can be a highly difficult process. This paper proposes a novel hybrid approach that combines parsing with supervised learning and semi-supervised learnin...
-
Article
Inorganic elemental determinations of marine traditional Chinese Medicine Meretricis concha from Jiaozhou Bay: The construction of inorganic elemental fingerprint based on chemometric analysis
The goal of this paper is to explore the relationship between the inorganic elemental fingerprint and the geographical origin identification of Meretricis concha, which is a commonly used marine traditional Chine...
-
Chapter and Conference Paper
Building the Vietnamese Phrase Treebank by Improved Probabilistic Context-Free Grammars
Phrase Treebank is an important resource for Natural Language Processing research and practical application. For Vietnamese, we lack this kind of Treebank resources. This paper presents a method to construct t...
-
Chapter and Conference Paper
Using Convex Combination Kernel Function to Extract Entity Relation in Specific Field
Kernel method has been proven to be effective in measuring the similarity of two complex relation patterns. Aim at the optimization problem of compound kernel functions, this paper presents a method of finding...
-
Chapter and Conference Paper
Using Collaborative Training Method to Build Vietnamese Dependency Treebank
For the difficulty of marking Vietnamese dependency tree, this paper proposed the method which combined MST algorithm and improved Nivre algorithm to build Vietnamese dependency treebank. The method took full ...
-
Article
Studies on the effects on growth and antioxidant responses of two marine microalgal species to uniconazole
Uniconazole, as a plant growth retardant, can enhance stress tolerance in plants, possibly because of improved antioxidation defense mechanisms with higher activities of superoxide dismutase (SOD) and peroxida...
-
Article
Construction of inorganic elemental fingerprint and multivariate statistical analysis of marine traditional Chinese medicine Meretricis concha from Rushan Bay
Meretricis concha is a kind of marine traditional Chinese medicine (TCM), and has been commonly used for the treatment of asthma and scald burns. In order to investigate the relationship between ...
-
Chapter and Conference Paper
Refined Feature Extraction for Chinese Question Classification in CQA
Community-based Question Answering (CQA) services, such as Baidu Zhidao, have attracted increasing attention over recent years, where the users can voluntarily post the questions and obtain the answers by the ...
-
Chapter and Conference Paper
A Chinese Expert Name Disambiguation Approach Based on Spectral Clustering with the Expert Page-Associated Relationships
Aimed at the problems of Chinese experts’ name repetition and representation diversity, a Chinese expert name disambiguation approach based on spectral clustering with the expert page-associated relationships ...
-
Chapter and Conference Paper
An Entity Answer Ranking Method Based on MLNs
For the characteristics of factoid and list answers in domain Q&A system, we built a ranking model combined with multiple features of domain entity answers based on MLNs. This method uses predicate formulas to...
-
Article
Study on elemental fingerprint of traditional marine Chinese medicine oysters from Jiaozhou Bay, China
In order to investigate the relationship between the trace elements and the characteristics of the oysters, we analyzed the trace elements present in the germplasm of oysters from different producing areas in ...
