Explore BERT model interactions
fake news detection using distilbert trained on liar dataset
Predict NCM codes from product descriptions
Generate answers by querying text in uploaded documents
Detect emotions in text sentences
Detect if text was generated by GPT-2
Ask questions about air quality data with pre-built prompts or your own queries
Display and explore model leaderboards and chat history
Generate Shark Tank India Analysis
Test SEO effectiveness of your content
Check text for moderation flags
Submit model predictions and view leaderboard results
Identify AI-generated text
Exbert is a specialized tool designed for text analysis and exploring BERT model interactions. It provides a platform to analyze, visualize, and understand how BERT-based models process and interpret text. Exbert is particularly useful for researchers, developers, and data scientists who want to delve into the intricacies of language models.
• Exploration Tools: Interactive features to probe BERT models and understand their decision-making processes.
• Visualization: Generates clear and concise visual representations of model interactions.
• Customization: Allows users to tailor analyses to specific use cases or datasets.
• BERT Variants Support: Works with multiple BERT-based models, including specialized versions like RoBERTa and DistilBERT.
• Integration: Easily integrates with existing workflows and tools for seamless analysis.
• Interactive Workshops: Built-in guides and tutorials to help users get the most out of the tool.
What makes Exbert different from other text analysis tools?
Exbert is specifically designed to interact with and analyze BERT-based models, providing a deeper understanding of their inner workings compared to general-purpose text analysis tools.
Does Exbert support all BERT variants?
Yes, Exbert is compatible with most BERT variants, including RoBERTa, DistilBERT, and others. It is regularly updated to support new models.
Can I customize the visualizations in Exbert?
Yes, Exbert allows users to customize visualizations to suit their specific needs, including adjusting parameters, colors, and output formats.