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Transformer models for text-based emotion detection: a review of BERT-based approaches
We cannot overemphasize the essence of contextual information in most natural language
processing (NLP) applications. The extraction of context yields significant improvements in …
processing (NLP) applications. The extraction of context yields significant improvements in …
A taxonomy of social cues for conversational agents
Conversational agents (CAs) are software-based systems designed to interact with humans
using natural language and have attracted considerable research interest in recent years …
using natural language and have attracted considerable research interest in recent years …
[HTML][HTML] Mining the text of online consumer reviews to analyze brand image and brand positioning
The growth of the Internet has led to massive availability of online consumer reviews. So far,
papers studying online reviews have mainly analysed how non-textual features, such as …
papers studying online reviews have mainly analysed how non-textual features, such as …
Evaluating and inducing personality in pre-trained language models
Standardized and quantified evaluation of machine behaviors is a crux of understanding
LLMs. In this study, we draw inspiration from psychometric studies by leveraging human …
LLMs. In this study, we draw inspiration from psychometric studies by leveraging human …
Revisiting disentanglement and fusion on modality and context in conversational multimodal emotion recognition
It has been a hot research topic to enable machines to understand human emotions in
multimodal contexts under dialogue scenarios, which is tasked with multimodal emotion …
multimodal contexts under dialogue scenarios, which is tasked with multimodal emotion …
Making conversations with chatbots more personalized
Many of the world's leading brands and increasingly government agencies are using
intelligent agent technologies, also known as chatbots to interact with consumers. However …
intelligent agent technologies, also known as chatbots to interact with consumers. However …
Natural language analysis and the psychology of verbal behavior: The past, present, and future states of the field
Throughout history, scholars and laypeople alike have believed that our words contain
subtle clues about what we are like as people, psychologically speaking. However, the ways …
subtle clues about what we are like as people, psychologically speaking. However, the ways …
Behavioral economics of accounting: A review of archival research on individual decision makers
This paper develops a unified framework to synthesize the growing stream of positive
research on the role of individual decision makers in sha** observed accounting …
research on the role of individual decision makers in sha** observed accounting …
[HTML][HTML] User OCEAN personality model construction method using a BP neural network
Highlights What are the main findings? First, the combination of the methods of machine
learning with psychological methods to predict the user's OCEAN personality model could …
learning with psychological methods to predict the user's OCEAN personality model could …
Fake reviews detection: A survey
In e-commerce, user reviews can play a significant role in determining the revenue of an
organisation. Online users rely on reviews before making decisions about any product and …
organisation. Online users rely on reviews before making decisions about any product and …