Chinese Lexical Semantics
20th Workshop, CLSW 2019, Bei**g, China, June 28–30, 2019, Revised Selected Papers
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Article
Open AccessPredicting lncRNA–protein interactions through deep learning framework employing multiple features and random forest algorithm
RNA-protein interaction (RPI) is crucial to the life processes of diverse organisms. Various researchers have identified RPI through long-term and high-cost biological experiments. Although numerous machine le...
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Article
USBE: User-similarity based estimator for multimedia cold-start recommendation
To address user cold-start challenge in multimedia recommender systems, we proposed a new model named USBE in this paper. The model doesn’t take the new user’s personal and social information as the necessary ...
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Chapter and Conference Paper
Research on Proofreading Method of Semantic Collocation Error in Chinese
With the rapid development of network technology and the popularization of electronic documents, Chinese text automatic proofreading technology has attracted increasing attention. Automatic proofreading of sem...
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Article
A personalized recommendation algorithm based on large-scale real micro-blog data
With the arrival of the big data era, the amount of micro-blog users and texts is constantly increasing, and research on personalized recommendation algorithm for micro-blog texts is becoming more and more urg...
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Book and Conference Proceedings
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Chapter and Conference Paper
Cached Embedding with Random Selection: Optimization Technique to Improve Training Speed of Character-Aware Embedding
Embedding is widely used in most natural language processing. e.g., neural machine translation, text classification, text abstraction and sentiment analysis etc. Word-based embedding is faster and character-b...
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Chapter and Conference Paper
Chinese Text Error Correction Suggestion Generation Based on SoundShape Code
Text error correction is an essential part of text proofreading. This paper presents a method for generating text error correction suggestion based on SoundShape Code. By converting the target words into Soun...
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Chapter and Conference Paper
A Situation Evaluation System for Specific Events in Social Media
With the widespread use of social media, social networks have become an important information carrier and platform for users to explore the world. Social networks not only reflect the hot events in society bu...
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Chapter and Conference Paper
Microblog Sentiment Classification Method Based on Dual Attention Mechanism and Bidirectional LSTM
In the information age, the network technology continues to develop. As an emerging social media, Sina Weibo has a huge user base. Every day, hundreds of millions of users express their opinions on hot events...
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Article
Dual-Motor Full-Weight Electric Power Steering System for Commercial Vehicle
In order to study the electric power steering system (EPS) which is suitable for the steering characteristics of commercial vehicles, the effect of weight on steering performance is analyzed, and a dual-motor ...
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Chapter and Conference Paper
Correction to: Point the Point: Uyghur Morphological Segmentation Using PointerNetwork with GRU
The original version of this chapter contained an error in the second author’s name. The spelling of Shuqin Li’s name was incorrect in the header of the paper. The author’s name has been corrected.
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Chapter and Conference Paper
Study on Control Strategy of Dual-Motor Electric Power Steering System for Commercial Vehicle
A dual-motor electric power steering system suitable for commercial vehicles was designed. Based on ADAMS/Car, the multi-body dynamic model of the vehicle is established, and the basic assist characteristic cu...
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Chapter and Conference Paper
Point the Point: Uyghur Morphological Segmentation Using PointerNetwork with GRU
Uyghur is an agglutinative language that has many morphemes. It is necessary for processing Uyghur to segment words into morphemes. This work is called morphological segmentation. Previous works treat morpholo...
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Chapter and Conference Paper
Study on Co-simulation of a Dual-Motor EPS for Bus Based on ADAMS and MATLAB
According to the steering system of a commercial vehicle, the overall layout of the dual motor electric power steering system (EPS) is designed, based on the PID control method, the design of power distributio...
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Chapter and Conference Paper
Optimizing Relation Extraction Based on the Type Tag of Named Entity
Using the named entity’s type tag to construct a unique vector for a class of named entities can solve the problem that named entities are too scattered in the semantic space. In the relation extraction task, ...
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Chapter and Conference Paper
Resolution of Personal Pronoun Anaphora in Chinese Micro-blog
Anaphora resolution plays an important role in Chinese micro-blog information mining. Based on the linguistic features of personal pronouns in Chinese micro-blog texts, this paper proposes a multi-strategy me...
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Chapter and Conference Paper
HDP-TUB Based Topic Mining Method for Chinese Micro-blogs
Topic models are important tools for mining the potential topics of text. However, the existing topic model is mostly derived from latent Dirichlet allocation (LDA), which requires the number of topics to be s...
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Chapter and Conference Paper
Applying Chinese Semantic Collocation Knowledge to Semantic Error Reasoning
The knowledge of Chinese semantic collocation plays an important role in Chinese semantic understanding. Based on the investigation of the existing semantic collocation knowledge base, this article proposes a...
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Chapter and Conference Paper
Attention-Based Bi-LSTM for Chinese Named Entity Recognition
As an integral part of deep learning, attention mechanism and bi-directional long short-term memory (Bi-LSTM) are widely used in the field of NLP (natural language processing) and their effectiveness has been ...
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Chapter and Conference Paper
Research on Construction Method of Chinese NT Clause Based on Attention-LSTM
The correct definition and recognition of sentences is the basis of NLP. For the characteristics of Chinese text structure, the theory of NT clause was proposed from the perspective of micro topics. Based on ...
