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1
Learning and controlling the source-filter representation of speech with a variational autoencoder
In: https://hal.archives-ouvertes.fr/hal-03650569 ; 2022 (2022)
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2
Genetic Neural Architecture Search for automatic assessment of human sperm images
In: ISSN: 0957-4174 ; Expert Systems with Applications ; https://hal.archives-ouvertes.fr/hal-03585035 ; Expert Systems with Applications, Elsevier, 2022 (2022)
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3
Unsupervised quantification of entity consistency between photos and text in real-world news ...
Müller-Budack, Eric. - : Hannover : Institutionelles Repositorium der Leibniz Universität Hannover, 2022
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4
Multi language Email Classification Using Transfer learning
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5
Jibes & Delights: A Dataset of Targeted Insults and Compliments to Tackle Online Abuse​ ...
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Bird’s Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach ...
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7
Lexicon-Based vs. Bert-Based Sentiment Analysis: A Comparative Study in Italian
In: Electronics; Volume 11; Issue 3; Pages: 374 (2022)
Abstract: Recent evolutions in the e-commerce market have led to an increasing importance attributed by consumers to product reviews made by third parties before proceeding to purchase. The industry, in order to improve the offer intercepting the discontent of consumers, has placed increasing attention towards systems able to identify the sentiment expressed by buyers, whether positive or negative. From a technological point of view, the literature in recent years has seen the development of two types of methodologies: those based on lexicons and those based on machine and deep learning techniques. This study proposes a comparison between these technologies in the Italian market, one of the largest in the world, exploiting an ad hoc dataset: scientific evidence generally shows the superiority of language models such as BERT built on deep neural networks, but it opens several considerations on the effectiveness and improvement of these solutions when compared to those based on lexicons in the presence of datasets of reduced size such as the one under study, a common condition for languages other than English or Chinese.
Keyword: BERT; deep learning; Italian; lexicon; nooj; review; sentiment analysis
URL: https://doi.org/10.3390/electronics11030374
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8
COVID-19 Vaccination-Related Sentiments Analysis: A Case Study Using Worldwide Twitter Dataset
In: Healthcare; Volume 10; Issue 3; Pages: 411 (2022)
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9
A Novel Pathological Voice Identification Technique through Simulated Cochlear Implant Processing Systems
In: Applied Sciences; Volume 12; Issue 5; Pages: 2398 (2022)
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10
Considering Commonsense in Solving QA: Reading Comprehension with Semantic Search and Continual Learning
In: Applied Sciences; Volume 12; Issue 9; Pages: 4099 (2022)
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11
Multimodal Lip-Reading for Tracheostomy Patients in the Greek Language
In: Computers; Volume 11; Issue 3; Pages: 34 (2022)
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12
Identifying Learners’ Interaction Patterns in an Online Learning Community
In: International Journal of Environmental Research and Public Health; Volume 19; Issue 4; Pages: 2245 (2022)
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13
Analysis of the Full-Size Russian Corpus of Internet Drug Reviews with Complex NER Labeling Using Deep Learning Neural Networks and Language Models
In: Applied Sciences; Volume 12; Issue 1; Pages: 491 (2022)
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14
An Evolution Gaining Momentum—The Growing Role of Artificial Intelligence in the Diagnosis and Treatment of Spinal Diseases
In: Diagnostics; Volume 12; Issue 4; Pages: 836 (2022)
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15
Artificial Intelligence in Digestive Endoscopy—Where Are We and Where Are We Going?
In: Diagnostics; Volume 12; Issue 4; Pages: 927 (2022)
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16
Detection of Chinese Deceptive Reviews Based on Pre-Trained Language Model
In: Applied Sciences; Volume 12; Issue 7; Pages: 3338 (2022)
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17
Transformer-Based Abstractive Summarization for Reddit and Twitter: Single Posts vs. Comment Pools in Three Languages
In: Future Internet; Volume 14; Issue 3; Pages: 69 (2022)
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18
The Sustainable Development of Intangible Cultural Heritage with AI: Cantonese Opera Singing Genre Classification Based on CoGCNet Model in China
In: Sustainability; Volume 14; Issue 5; Pages: 2923 (2022)
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19
Artificial Intelligence and Machine Learning in the Diagnosis and Management of Gastroenteropancreatic Neuroendocrine Neoplasms—A Scoping Review
In: Diagnostics; Volume 12; Issue 4; Pages: 874 (2022)
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20
Automatic Classification Framework of Tongue Feature Based on Convolutional Neural Networks
In: Micromachines; Volume 13; Issue 4; Pages: 501 (2022)
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