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2020 – today
- 2025
[c2]Gonçalo Paulo, Thomas Marshall, Nora Belrose:
Do Transformer Interpretability Methods Transfer to RNNs? AAAI 2025: 27565-27572- [c1]Gonçalo Paulo, Alex Mallen, Caden Juang, Nora Belrose:
Automatically Interpreting Millions of Features in Large Language Models. ICML 2025 - [i7]Gonçalo Paulo, Nora Belrose:
Sparse Autoencoders Trained on the Same Data Learn Different Features. CoRR abs/2501.16615 (2025) - [i6]Gonçalo Paulo, Stepan Shabalin, Nora Belrose:
Transcoders Beat Sparse Autoencoders for Interpretability. CoRR abs/2501.18823 (2025) - [i5]Gonçalo Paulo, Nora Belrose:
Partially Rewriting a Transformer in Natural Language. CoRR abs/2501.18838 (2025) - [i4]Guijin Son, Jiwoo Hong, Honglu Fan, Heejeong Nam, Hyunwoo Ko, Seungwon Lim, Jinyeop Song, Jinha Choi, Gonçalo Paulo, Youngjae Yu, Stella Biderman:
When AI Co-Scientists Fail: SPOT-a Benchmark for Automated Verification of Scientific Research. CoRR abs/2505.11855 (2025) - [i3]Gonçalo Paulo, Nora Belrose:
Evaluating SAE interpretability without explanations. CoRR abs/2507.08473 (2025) - 2024
- [i2]Gonçalo Paulo, Thomas Marshall, Nora Belrose:
Does Transformer Interpretability Transfer to RNNs? CoRR abs/2404.05971 (2024) - [i1]Gonçalo Paulo, Alex Mallen, Caden Juang, Nora Belrose:
Automatically Interpreting Millions of Features in Large Language Models. CoRR abs/2410.13928 (2024)
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