Chinese Lexical Semantics
20th Workshop, CLSW 2019, Bei**g, China, June 28–30, 2019, Revised Selected Papers
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19 Result(s)
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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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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 ...
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Chapter and Conference Paper
A Classification Method for Chinese Word Semantic Relations Based on TF-IDF and CNN
The classification of semantic relations between words is an important part of semantic analysis in natural language research. The automatic achievement of this classification is of significance to constructi...
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Chapter and Conference Paper
Chinese Text Proofreading Model of Integration of Error Detection and Error Correction
In text proofreading area, the error detection and error correction are reversible process to each other. In this paper, considering them in the same angle, we put forward an idea of “scattered string concentr...
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Chapter and Conference Paper
Chinese Text Feature Dimension Reduction Based on Semantics
Feature dimension reduction is an important step in text categorization, but traditional feature dimension reduction method ignores semantic information of features. In order to solve this problem, this paper,...
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Chapter and Conference Paper
Construction and Implementation of the Quantifier-Noun Collocation Knowledge Base for Proofreading Based on Multiple Knowledge Sources
Due to specific semantic constraints between quantifiers and nouns and the frequent phenomena of quantifier-noun collocation error in real text, this paper proposes a new model of extracting quantifier-noun co...
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Chapter and Conference Paper
Real Scene Oriented Chinese Text Automatic Proofreading Technology
Traditional Chinese text automatic proofreading technology is mainly focused on one or more pre-set error types, the proofreading performance in a real scene needs to be improved. This paper proposes a real sc...
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Chapter and Conference Paper
Semantic Automatic Error-Detecting for Chinese Text Based on Semantic Dependency Relationship
Automatic error-detecting for Chinese text is one of the important issues in the field of Chinese Information Processing. The current study of text error-detecting focuses on words-level and syntactic-level, b...
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Chapter and Conference Paper
A Chinese Corpus with Word Sense Annotation
This paper presents the construction of a Chinese word sense-tagged corpus. The resulting lexical resource includes mainly three components: 1) a corpus annotated with word senses; 2) a lexicon containing sens...
