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Sentiment Analysis of Online Travel Reviews Based on Capsule Network and Sentiment Lexicon
With the development of online travel services, it has great application prospects to timely mine users’ evaluation emotions for travel services and...
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Improving Few-Shot and Zero-Shot Entity Linking with Coarse-to-Fine Lexicon-Based Retriever
Few-shot and zero-shot entity linking focus on the tail and emerging entities, which are more challenging but closer to real-world scenarios. The...
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Machine Learning or Lexicon Based Sentiment Analysis Techniques on Social Media Posts
Social media provides an accessible and effective platform for individuals to offer thoughts and opinions across a wide range of interest areas. It...
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Comparative Analysis of Lexicon-Based Emotion Recognition of Text
Over the time, many lexicons have been developed for natural language processing. These are used as a baseline to learn the emotion recognition from...
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Impact for whom? Map** the users of public research with lexicon-based text mining
We contribute to the debate on societal impact of SSH by develo** a methodology that allows a fine-grained observation of social groups that make...
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The Need for a Novel Approach to Design Derivation Lexicon for Semitic Languages
Morphology knowledge is relevant in language learning, information retrieval and natural language processing. Derivation lexicons are comprehensive...
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Development of a Domain Specific Sentiment Lexicon (DSSL) for Evaluating the Quality of Experience (QoE) of Cloud Gaming
Domain-specific reviews created by the user on cloud gaming platforms offer valuable and cost effective information of high ecological validity....
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Multidomain Sentiment Lexicon Learning Using Genre-Seed Embeddings
Sentiment lexicon is widely used resource which plays an important role in sentiment analysis tasks. Sentiment lexicon learning using minimum labeled...
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Automatic construction of domain sentiment lexicon for semantic disambiguation
Sentiment lexicon is used to judge the sentiments of words and plays a significant role in sentiment analysis. Existing sentiment lexicons ignore the...
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Constructing Sentiment Lexicon with Game for Annotation Collection
While research of sentiment analysis became very popular on the global scope, in Slovak language as an under-resourced language there are still many...
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Bias-Free Lexicon
IT and Cybersecurity products, system documentation, guidelines and configurations are often written with language fraught with the intrinsic biases...
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Lexicon-Grammar Tables for Modern Arabic Frozen Expressions
Frozen or idiomatic expressions play a very important role in natural language processing, they are very important in focusing the meaning and...
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Research on the Semantic Collocations of Mental Verbs and the Generative Mechanisms of Polysemy: The Generative Lexicon
In accordance with Pustejovsky’s proposed Semantic Generation Mechanisms, this research aims to investigate the principles governing semantic...
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Sentiment Extraction from English-Telugu Code Mixed Tweets Using Lexicon Based and Machine Learning Approaches
Telugu is a regional language in both Andhra Pradesh and Telangana states in India. People of this region are using mostly Telugu, English, and...
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Chinese Named Entity Recognition Using the Improved Transformer Encoder and the Lexicon Adapter
As a basic work of natural language processing (NLP), named entity recognition (NER) has attracted wide attention. Many methods of fusing the...
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Construction of Unsupervised Prose Text Emotional Lexicon Based on Multidimensional Fusion
Affective computing is an important tool for language processing and opinion mining, and emotional lexicon is the basis of emotional computing, and...
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Disease discovery-based emotion lexicon: a heuristic approach to characterise sicknesses in microblogs
The analysis of microblogging data has been widely used to discover valuable resources for timely identification of critical illness-related...
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Plutchik Wheel of Emotion and Machine Learning-Based Hybrid Sentiment Analysis for the Hindi Language with Minimum Dependency on High Computation Resources
Sentiment analysis is a natural language processing technique for extracting sentimental, opinion, or emotional information from text data. Sentiment...
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SimiT: A Text Similarity Method Using Lexicon and Dependency Representations
Semantic textual similarity methods are becoming increasingly crucial in text mining research areas such as text retrieval and summarization....
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Ancient Chinese Lexicon Construction Based on Unsupervised Algorithm of Minimum Entropy and CBDB Optimization
Ancient Chinese text segmentation is the basic work of the intelligentization of ancient books. In this paper, an unsupervised lexicon construction...