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🔍 Today's pick in Interpretability & Analysis of LMs: From Understanding to Utilization: A Survey on Explainability for Large Language Models by H. Luo and L. Specia
🔍 Today's pick in Interpretability & Analysis of LMs: From Understanding to Utilization: A Survey on Explainability for Large Language Models by H. Luo and L. Specia
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This survey summarizes recent works in interpretability research, focusing mainly on pre-trained Transformer-based LMs. The authors categorize current approaches as either local or global and discuss popular applications of LM interpretability, such as model editing, enhancing model performance, and controlling LM generation.
This survey summarizes recent works in interpretability research, focusing mainly on pre-trained Transformer-based LMs. The authors categorize current approaches as either local or global and discuss popular applications of LM interpretability, such as model editing, enhancing model performance, and controlling LM generation.
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📄 Paper: 
📄 Paper: 
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https://huggingface.co/papers/2401.12874
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2401.12874
https://huggingface.co/papers/2401.12874
From Understanding to Utilization: A Survey on Explainability for Large
  Language Models (2401.12874)
🔍 Today's pick in Interpretability & Analysis of LMs: From Understanding to Utilization: A Survey on Explainability for Large Language Models by H. Luo and L. Specia

This survey summarizes recent works in interpretability research, focusing mainly on pre-trained Transformer-based LMs. The authors categorize current approaches as either local or global and discuss popular applications of LM interpretability, such as model editing, enhancing model performance, and controlling LM generation.

📄 Paper: https://huggingface.co/papers/2401.12874
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