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Chinese Named Entity Recognition Augmented with Lexicon Memory
Inspired by the concept of content-addressable retrieval from cognitive science, we propose a novel fragmentbased Chinese named entity recognition...
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Analysis of customer reviews with an improved VADER lexicon classifier
BackgroundThe importance of customer reviews in determining satisfaction has significantly increased in the digital marketplace. Using sentiment...
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Reviewing the effectiveness of lexicon-based techniques for sentiment analysis in massive open online courses
Massive open online courses (MOOCs) platforms now play a big part in online learning. These platforms typically solicit course-related feedback from...
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Multi-task learning with helpful word selection for lexicon-enhanced Chinese NER
Named entity recognition (NER) is a common task in the field of natural language processing, but it remains more challenging in Chinese due to the...
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A lexicon-based approach for sentiment analysis of multimodal content in tweets
Sentiment analysis (SA) is widely used in various applications such as online opinion gathering for policy directives in government, monitoring of...
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Automatically Constructing a Fine-Grained Sentiment Lexicon for Sentiment Analysis
Sentiment analysis is an important research area in natural language processing (NLP), and the performance of sentiment analysis models is largely...
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Lexicon-Based Medical Sentiment Analysis
Lexicon-based (or knowledge-based) approaches to sentiment analysis require a lexical resource referred to as sentiment or opinion lexicon for...
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Enhancing isomorphism between word embedding spaces for distant languages bilingual lexicon induction
Most of the bilingual lexicon induction (BLI) models learn a map** function that can transfer word embedding (WE) spaces from one language to...
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Lexicon enhanced Chinese named entity recognition with pointer network
In recent time, lexicon-based LSTM and pre-training language models are combined to explore the Chinese Named Entity Recognition (NER) and achieve...
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Lexicon-based probabilistic indexing of handwritten text images
Keyword Spotting (KWS) is here considered as a basic technology for Probabilistic Indexing (PrIx) of large collections of handwritten text images to...
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A chinese named entity recognition method for small-scale dataset based on lexicon and unlabeled data
Recently, using lexicon information to improve the performance of Chinese named entity recognition has been proven to be effective. Moreover, the...
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A method of constructing a fine-grained sentiment lexicon for the humanities computing of classical chinese poetry
In Chinese classics, the sentiment attitudes or thoughts of the ancients regarding specific environments, people, and events were generally expressed...
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Extending persian sentiment lexicon with idiomatic expressions for sentiment analysis
Nowadays, it is important for buyers to know other customer opinions to make informed decisions on buying a product or service. In addition,...
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TFM: A Triple Fusion Module for Integrating Lexicon Information in Chinese Named Entity Recognition
Due to the characteristics of the Chinese writing system, character-based Chinese named entity recognition models ignore the word information in...
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A survey of sentiment analysis from film critics based on machine learning, lexicon and hybridization
Recent research and developments in the field of Sentiment Analysis (SA) have made it possible to simplify the detection and classification of...
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Crowdsourcing a More Realistic Emotional Lexicon Process
Even though sentiment analysis and emotion analysis are relatively new subfields of natural language processing, they are increasingly being used by...
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A Lexicon-Based Approach for Sentiment Analysis of Bodo Language
With the proliferation of digital content, it is increasingly important to understand the sentiment of the information that is being shared....
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Unify the Usage of Lexicon in Chinese Named Entity Recognition
Lexicon plays a critical role in Chinese Named Entity Recognition (CNER). The major reason lies in that words in the lexicon, lexicon words for...
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Lexicon-based vs. Lexicon-free ASR for Norwegian Parliament Speech Transcription
Norwegian is a challenging language for automatic speech recognition research because it has two written standards (Bokmål and Nynorsk) and a large...
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Enhanced lexicon E-SLIDE framework for efficient sentiment analysis
Idioms are multi-word non-compositional expressions whose meaning is different from the underlying meaning and thereby posing a significant challenge...
