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A survey on neural topic models: methods, applications, and challenges
Topic models have been prevalent for decades to discover latent topics and infer topic
proportions of documents in an unsupervised fashion. They have been widely used in …
proportions of documents in an unsupervised fashion. They have been widely used in …
Discovering the cognition behind language: Financial metaphor analysis with MetaPro
Metaphors frequently appear in financial news headlines due to their ability to effectively
convey complex financial concepts and market trends in a concise and memorable manner …
convey complex financial concepts and market trends in a concise and memorable manner …
A survey on computational metaphor processing techniques: From identification, interpretation, generation to application
Metaphors are figurative expressions frequently appearing daily. Given its significance in
downstream natural language processing tasks such as machine translation and sentiment …
downstream natural language processing tasks such as machine translation and sentiment …
Incorporating multiple knowledge sources for targeted aspect-based financial sentiment analysis
Combining symbolic and subsymbolic methods has become a promising strategy as
research tasks in AI grow increasingly complicated and require higher levels of …
research tasks in AI grow increasingly complicated and require higher levels of …
[PDF][PDF] Understanding public perception towards weather disasters through the lens of metaphor
Extreme weather can lead to weather-induced disasters. These have a profound impact on
communities worldwide, causing loss of life, damage to properties and infrastructure, and …
communities worldwide, causing loss of life, damage to properties and infrastructure, and …
Neurosymbolic AI for personalized sentiment analysis
Sentiment analysis is crucial in extracting valuable insights from vast amounts of textual data
generated across various platforms, such as social media, customer reviews, news articles …
generated across various platforms, such as social media, customer reviews, news articles …
Neurosymbolic AI for mining public opinions about wildfires
Wildfires are among the most threatening hazards to life, property, well-being, and the
environment. Studying public opinions about wildfires can help monitor the perception of the …
environment. Studying public opinions about wildfires can help monitor the perception of the …
A comparative analysis of metaphorical cognition in ChatGPT and human minds
ChatGPT represents a significant advancement in the field of Artificial Intelligence (AI),
showcasing the development of a robust AI system capable of multitasking and generating …
showcasing the development of a robust AI system capable of multitasking and generating …
Twitter communication during winter storm Uri in San Antonio, Texas-Implications for climate resiliency planning
Abstract Winter Storm Uri hit Texas in February 2021, leaving millions of people without
power. This winter storm and energy crisis provide an example of failed climate planning but …
power. This winter storm and energy crisis provide an example of failed climate planning but …
A Brief Survey of Text Mining: Domains, Implemented Algorithms and Evaluation Metrics
D Kavitha, GSA Mala - Journal of Information & Knowledge …, 2024 - World Scientific
Among text-oriented applications, Natural Language Processing (NLP) plays a significant
role in managing and identifying a particular text data. NLP is broadly used in text mining …
role in managing and identifying a particular text data. NLP is broadly used in text mining …