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2020 – today
- 2025
[c5]Aaron Mueller, Atticus Geiger, Sarah Wiegreffe, Dana Arad, Iván Arcuschin, Adam Belfki, Yik Siu Chan, Jaden Fried Fiotto-Kaufman, Tal Haklay, Michael Hanna, Jing Huang, Rohan Gupta, Yaniv Nikankin, Hadas Orgad, Nikhil Prakash, Anja Reusch, Aruna Sankaranarayanan, Shun Shao, Alessandro Stolfo, Martin Tutek, Amir Zur, David Bau, Yonatan Belinkov:
MIB: A Mechanistic Interpretability Benchmark. ICML 2025- [i8]Aaron Mueller, Atticus Geiger, Sarah Wiegreffe, Dana Arad, Iván Arcuschin, Adam Belfki, Yik Siu Chan, Jaden Fiotto-Kaufman, Tal Haklay, Michael Hanna, Jing Huang, Rohan Gupta, Yaniv Nikankin, Hadas Orgad, Nikhil Prakash, Anja Reusch, Aruna Sankaranarayanan, Shun Shao, Alessandro Stolfo, Martin Tutek, Amir Zur, David Bau, Yonatan Belinkov:
MIB: A Mechanistic Interpretability Benchmark. CoRR abs/2504.13151 (2025) - [i7]Dana Arad, Aaron Mueller, Yonatan Belinkov:
SAEs Are Good for Steering - If You Select the Right Features. CoRR abs/2505.20063 (2025) - [i6]Yaniv Nikankin, Dana Arad, Yossi Gandelsman, Yonatan Belinkov:
Same Task, Different Circuits: Disentangling Modality-Specific Mechanisms in VLMs. CoRR abs/2506.09047 (2025) - [i5]Tomer Ashuach, Dana Arad, Aaron Mueller, Martin Tutek, Yonatan Belinkov:
CRISP: Persistent Concept Unlearning via Sparse Autoencoders. CoRR abs/2508.13650 (2025) - [i4]Adi Simhi, Jonathan Herzig, Itay Itzhak, Dana Arad, Zorik Gekhman, Roi Reichart, Fazl Barez, Gabriel Stanovsky, Idan Szpektor, Yonatan Belinkov:
HACK: Hallucinations Along Certainty and Knowledge Axes. CoRR abs/2510.24222 (2025) - [i3]Yaniv Nikankin, Dana Arad, Itay Itzhak, Anja Reusch, Adi Simhi, Gal Kesten-Pomeranz, Yonatan Belinkov:
BlackboxNLP-2025 MIB Shared Task: Improving Circuit Faithfulness via Better Edge Selection. CoRR abs/2510.25786 (2025) - 2024
- [c4]Michael Toker, Hadas Orgad, Mor Ventura, Dana Arad, Yonatan Belinkov:
Diffusion Lens: Interpreting Text Encoders in Text-to-Image Pipelines. ACL (1) 2024: 9713-9728 - [c3]Dana Arad, Daniel Deutch, Nave Frost:
Predicting Fact Contributions from Query Logs with Machine Learning. EDBT 2024: 704-716 - [c2]Dana Arad, Hadas Orgad, Yonatan Belinkov:
ReFACT: Updating Text-to-Image Models by Editing the Text Encoder. NAACL-HLT 2024: 2537-2558 - [i2]Michael Toker, Hadas Orgad, Mor Ventura, Dana Arad, Yonatan Belinkov:
Diffusion Lens: Interpreting Text Encoders in Text-to-Image Pipelines. CoRR abs/2403.05846 (2024) - 2023
- [i1]Dana Arad, Hadas Orgad, Yonatan Belinkov:
ReFACT: Updating Text-to-Image Models by Editing the Text Encoder. CoRR abs/2306.00738 (2023) - 2022
- [c1]Dana Arad, Daniel Deutch, Nave Frost:
LearnShapley: Learning to Predict Rankings of Facts Contribution Based on Query Logs. CIKM 2022: 4788-4792
Coauthor Index
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