Jianmin Yao
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View article: REAR: Reinforced Reasoning Optimization for Event Argument Extraction with Relation-Aware Support
REAR: Reinforced Reasoning Optimization for Event Argument Extraction with Relation-Aware Support Open
View article: Smart “Chef”: Verifying the Effect of Role-based Paraphrasing for Aspect Term Extraction
Smart “Chef”: Verifying the Effect of Role-based Paraphrasing for Aspect Term Extraction Open
We tackle Aspect Term Extraction (ATE), a task of automatically extracting aspect terms from sentences. The current Pretrained Language Model (PLM) based extractors have achieved significant improvements. They primarily benefit from contex…
View article: Feature-level Incongruence Reduction for Multimodal Translation
Feature-level Incongruence Reduction for Multimodal Translation Open
Caption translation aims to translate image annotations (captions for short). Recently, Multimodal Neural Machine Translation (MNMT) has been explored as the essential solution. Besides of linguistic features in captions, MNMT allows visua…
View article: Selection of In-Domain Bilingual Sentence Pairs Based on Topic Information
Selection of In-Domain Bilingual Sentence Pairs Based on Topic Information Open
The performance of a machine translation system (MTS) depends on the quality and size of the training data. How to extend the training dataset for the MTS in specific domains with effective methods to enhance the performance of machine tra…
View article: Don’t Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction
Don’t Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction Open
The current aspect extraction methods suffer from boundary errors. In general, these errors lead to a relatively minor difference between the extracted aspects and the ground-truth. However, they hurt the performance severely. In this pape…
View article: Study on Unknown Term Translation Mining from Google Snippets
Study on Unknown Term Translation Mining from Google Snippets Open
Bilingual web pages are widely used to mine translations of unknown terms. This study focused on an effective solution for obtaining relevant web pages, extracting translations with correct lexical boundaries, and ranking the translation c…
View article: Inkjet-printed unclonable quantum dot fluorescent anti-counterfeiting labels with artificial intelligence authentication
Inkjet-printed unclonable quantum dot fluorescent anti-counterfeiting labels with artificial intelligence authentication Open
An ideal anti-counterfeiting technique has to be inexpensive, mass-producible, nondestructive, unclonable and convenient for authentication. Although many anti-counterfeiting technologies have been developed, very few of them fulfill all t…
View article: Fast multi-view image rendering method based on reverse search for matching
Fast multi-view image rendering method based on reverse search for matching Open
In a traditional multi-view image generation algorithm, partial image information might be lost at the pixel mapping step during the 3D image acquisition. A lower hardware cost and shorter operation time can be realized if an effective alg…
View article: Study on Artificial Intelligence Industry in Suzhou
Study on Artificial Intelligence Industry in Suzhou Open
Artificial intelligence (AI) is cutting edge for government and industry strategy as well. Based on keyword extraction, the techniques, organizations, platforms and planning related with government AI policies of Suzhou are analyzed. Compa…
View article: Using active learning to expand training data for implicit discourse relation recognition
Using active learning to expand training data for implicit discourse relation recognition Open
We tackle discourse-level relation recognition, a problem of determining semantic relations between text spans. Implicit relation recognition is challenging due to the lack of explicit relational clues. The increasingly popular neural netw…
View article: Design and Implementation of an Intelligent Enter-prise Email Filter Based on Service Plugins
Design and Implementation of an Intelligent Enter-prise Email Filter Based on Service Plugins Open
An enterprise email filtering system is introduced integrating present business systems with service plugins, which connects the email and related business parts as office automation, cloud storage etc..The user can fulfill his business-re…