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Is ChatGPT equipped with emotional dialogue capabilities?
This report presents a study on the emotional dialogue capability of ChatGPT, an advanced
language model developed by OpenAI. The study evaluates the performance of ChatGPT on …
language model developed by OpenAI. The study evaluates the performance of ChatGPT on …
Towards interpretable mental health analysis with large language models
The latest large language models (LLMs) such as ChatGPT, exhibit strong capabilities in
automated mental health analysis. However, existing relevant studies bear several …
automated mental health analysis. However, existing relevant studies bear several …
Supervised adversarial contrastive learning for emotion recognition in conversations
Extracting generalized and robust representations is a major challenge in emotion
recognition in conversations (ERC). To address this, we propose a supervised adversarial …
recognition in conversations (ERC). To address this, we propose a supervised adversarial …
[HTML][HTML] A survey of dialogic emotion analysis: Developments, approaches and perspectives
Dialogic emotion analysis is an emerging and important research field in natural language
processing. It aims to understand and process emotions in various forms of dialogue, such …
processing. It aims to understand and process emotions in various forms of dialogue, such …
Coco: Coherence-enhanced machine-generated text detection under data limitation with contrastive learning
Machine-Generated Text (MGT) detection, a task that discriminates MGT from Human-
Written Text (HWT), plays a crucial role in preventing misuse of text generative models …
Written Text (HWT), plays a crucial role in preventing misuse of text generative models …
Coco: Coherence-enhanced machine-generated text detection under low resource with contrastive learning
Abstract Machine-Generated Text (MGT) detection, a task that discriminates MGT from
Human-Written Text (HWT), plays a crucial role in preventing misuse of text generative …
Human-Written Text (HWT), plays a crucial role in preventing misuse of text generative …
Recommendations for designing conversational companion robots with older adults through foundation models
Companion robots are aimed to mitigate loneliness and social isolation among older adults
by providing social and emotional support in their everyday lives. However, older adults' …
by providing social and emotional support in their everyday lives. However, older adults' …
Unisa: Unified generative framework for sentiment analysis
Sentiment analysis is a crucial task that aims to understand people's emotional states and
predict emotional categories based on multimodal information. It consists of several …
predict emotional categories based on multimodal information. It consists of several …
Multimodal knowledge-enhanced interactive network with mixed contrastive learning for emotion recognition in conversation
X Shen, X Huang, S Zou, X Gan - Neurocomputing, 2024 - Elsevier
Abstract Emotion Recognition in Conversations (ERC) aims to accurately identify the
emotional labels of each utterance in a conversation, holding significant application value in …
emotional labels of each utterance in a conversation, holding significant application value in …
Image-to-text conversion and aspect-oriented filtration for multimodal aspect-based sentiment analysis
Multimodal aspect-based sentiment analysis (MABSA) aims to determine the sentiment
polarity of each aspect mentioned in the text based on multimodal content. Various …
polarity of each aspect mentioned in the text based on multimodal content. Various …