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🔍 Today's pick in Interpretability & Analysis of LMs: LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools by 
🔍 Today's pick in Interpretability & Analysis of LMs: LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools by 
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@qiaw99
qiaw99
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@tanikina
tanikina
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@nfel
nfel
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 et al.
 et al.
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Authors introduce LLMCheckup, a conversational interface connecting an LLM to several interpretability tools (feature attribution methods, similarity, counterfactual/rationale generation) allowing users to inquire about LLM predictions using natural language. The interface consolidates several interpretability methods in a unified chat interface, simplifying future investigations into natural language explanations.
Authors introduce LLMCheckup, a conversational interface connecting an LLM to several interpretability tools (feature attribution methods, similarity, counterfactual/rationale generation) allowing users to inquire about LLM predictions using natural language. The interface consolidates several interpretability methods in a unified chat interface, simplifying future investigations into natural language explanations.
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📄 Paper: 
📄 Paper: 
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https://huggingface.co/papers/2401.12576
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2401.12576
https://huggingface.co/papers/2401.12576
LLMCheckup: Conversational Examination of Large Language Models via
  Interpretability Tools (2401.12576)
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💻 Code: 
💻 Code: 
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https://github.com/DFKI-NLP/LLMCheckup
https://github.com/DFKI-NLP/LLMCheckup
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🎥 Demo video: 
🎥 Demo video: 
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https://www.youtube.com/watch?v=ZwN8ZQSXoOU
https://www.youtube.com/watch?v=ZwN8ZQSXoOU
🔍 Today's pick in Interpretability & Analysis of LMs: LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools by @qiaw99 @tanikina @nfel et al.

Authors introduce LLMCheckup, a conversational interface connecting an LLM to several interpretability tools (feature attribution methods, similarity, counterfactual/rationale generation) allowing users to inquire about LLM predictions using natural language. The interface consolidates several interpretability methods in a unified chat interface, simplifying future investigations into natural language explanations.

📄 Paper: https://huggingface.co/papers/2401.12576
💻 Code: https://github.com/DFKI-NLP/LLMCheckup
🎥 Demo video: https://www.youtube.com/watch?v=ZwN8ZQSXoOU
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