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Roberta Base Go_emotions

SamLowe

🧠

The roberta-base-go_emotions model is a text classification model that has been trained on a dataset of text samples to predict the emotional content of a given text. It is based on the RoBERTa architecture and has been fine-tuned on the go_emotions dataset. The model can classify text into one or more of 28 different emotions, such as joy, surprise, anger, etc. It can be used to analyze and understand the emotional content of text in various applications, such as sentiment analysis, chatbot response generation, and social media monitoring.

Use cases

The roberta-base-go_emotions model has a wide range of potential use cases for technical users. One possible application is sentiment analysis, where the model can be used to automatically classify the emotional content of text in customer reviews, social media posts, or any other form of user-generated content. This can help businesses gauge customer satisfaction levels, identify potential issues, and make data-driven decisions. Another use case is chatbot response generation, where the model can be used to enable more natural and emotionally-aware conversations by generating responses that align with the emotional context of the conversation. Additionally, the model can be used for social media monitoring to track and analyze the emotional responses of users to specific topics or events in real-time. This can be valuable for brand reputation management, market research, and understanding public sentiment on various issues. In terms of practical products or services, this model can be integrated into existing sentiment analysis platforms, chatbot frameworks, or social media monitoring tools to enhance their capabilities and provide more accurate and nuanced insights into the emotional aspects of text.

text-classification

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Overview

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PropertyValue
CreatorSamLowe
Model NameRoberta Base Go_emotions
Description
Platform did not provide a description for this model.
Tagstext-classification
Model LinkView on HuggingFace
API SpecView on HuggingFace
Github LinkNo Github link provided
Paper LinkNo paper link provided

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Runs4,855,592
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Cost per Run$-
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