Repository Public Research preview
12004.12265v2 | 2020-04-26 | Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias | Jesse Vig, Sebastian Gehrmann, Yonatan Belinkov et al.22106.07682v1 | 2021-06-14 | Revisiting Model Stitching to Compare Neural Representations | Yamini Bansal, Preetum Nakkiran, Boaz Barak32310.01405v4 | 2023-10-02 | Representation Engineering: A Top-Down Approach to AI Transparency | Andy Zou, Long Phan, Sarah Chen et al.42410.21276v1 | 2024-10-25 | GPT-4o System Card | OpenAI, :, Aaron Hurst et al.52402.06660v4 | 2024-02-05 | A philosophical and ontological perspective on Artificial General Intelligence and the Metaverse | Martin Schmalzried62306.01708v2 | 2023-06-02 | TIES-Merging: Resolving Interference When Merging Models | Prateek Yadav, Derek Tam, Leshem Choshen et al.72608.09521v1 | 2026-08-10 | One Adapter Pair per Model: A Universal Activation Interface for Language Models | Su-Hyeon Kim, Jiwan Mun, Yo-Sub Han82305.01610v2 | 2023-05-02 | Finding Neurons in a Haystack: Case Studies with Sparse Probing | Wes Gurnee, Neel Nanda, Matthew Pauly et al.92305.14314v1 | 2023-05-23 | QLoRA: Efficient Finetuning of Quantized LLMs | Tim Dettmers, Artidoro Pagnoni, Ari Holtzman et al.102310.15916v1 | 2023-10-24 | In-Context Learning Creates Task Vectors | Roee Hendel, Mor Geva, Amir Globerson112404.14367v3 | 2024-04-22 | Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data | Fahim Tajwar, Anikait Singh, Archit Sharma et al.122405.07987v5 | 2024-05-13 | The Platonic Representation Hypothesis | Minyoung Huh, Brian Cheung, Tongzhou Wang et al.132503.21073v3 | 2025-03-27 | Shared Global and Local Geometry of Language Model Embeddings | Andrew Lee, Melanie Weber, Fernanda Viégas et al.142410.06981v4 | 2024-10-09 | Quantifying Feature Space Universality Across Large Language Models via Sparse Autoencoders | Michael Lan, Philip Torr, Austin Meek et al.152310.15213v2 | 2023-10-23 | Function Vectors in Large Language Models | Eric Todd, Millicent L. Li, Arnab Sen Sharma et al.162311.07320v1 | 2023-11-13 | Model structures on operads and algebras from a global perspective | Michael Batanin, Florian De Leger, David White172601.16034v2 | 2026-01-22 | Universal Refusal Circuits Across LLMs: Cross-Model Transfer via Trajectory Replay and Concept-Basis Reconstruction | Tony Cristofano182608.13596v1 | 2026-07-31 | Training-Free Knowledge Transfer Across Model Scales through Activation-Guided Pruning | Jiahe Fan, Si Chen, Yinghao Hou et al.192209.04836v6 | 2022-09-11 | Git Re-Basin: Merging Models modulo Permutation Symmetries | Samuel K. Ainsworth, Jonathan Hayase, Siddhartha Srinivasa202302.06600v2 | 2023-02-13 | Task-Specific Skill Localization in Fine-tuned Language Models | Abhishek Panigrahi, Nikunj Saunshi, Haoyu Zhao et al.212308.09124v2 | 2023-08-17 | Linearity of Relation Decoding in Transformer Language Models | Evan Hernandez, Arnab Sen Sharma, Tal Haklay et al.221503.00030v1 | 2015-02-27 | Parsing as Reduction | Daniel Fernández-González, André F. T. Martins231706.05806v2 | 2017-06-19 | SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability | Maithra Raghu, Justin Gilmer, Jason Yosinski et al.242502.03714v2 | 2025-02-06 | Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment | Harrish Thasarathan, Julian Forsyth, Thomas Fel et al.252510.24208v2 | 2025-10-28 | Beyond Neural Incompatibility: Cross-Scale Knowledge Transfer in Language Models through Latent Semantic Alignment | Jian Gu, Aldeida Aleti, Chunyang Chen et al.262606.03280v2 | 2026-06-02 | A Negative Result on Cross-Model Activation Transfer in a Pythia Multi-Hop Setting | Peiyan Zhang, Jason Xin272308.10248v5 | 2023-08-20 | Steering Language Models With Activation Engineering | Alexander Matt Turner, Lisa Thiergart, Gavin Leech et al.282509.06608v4 | 2025-09-08 | Small Vectors, Big Effects: A Mechanistic Study of RL-Induced Reasoning via Steering Vectors | Viacheslav Sinii, Nikita Balagansky, Gleb Gerasimov et al.292507.06265v2 | 2025-07-07 | SPARC: Concept-Aligned Sparse Autoencoders for Cross-Model and Cross-Modal Interpretability | Ali Nasiri-Sarvi, Hassan Rivaz, Mahdi S. Hosseini302608.05164v1 | 2026-05-26 | Cross-Architecture Steering Transfer in Language Models: A Systematic Empirical Study | Ayushi Agarwal312309.08600v3 | 2023-09-15 | Sparse Autoencoders Find Highly Interpretable Features in Language Models | Hoagy Cunningham, Aidan Ewart, Logan Riggs et al.322304.14997v4 | 2023-04-28 | Towards Automated Circuit Discovery for Mechanistic Interpretability | Arthur Conmy, Augustine N. Mavor-Parker, Aengus Lynch et al.332211.00593v1 | 2022-11-01 | Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small | Kevin Wang, Alexandre Variengien, Arthur Conmy et al.342212.04089v3 | 2022-12-08 | Editing Models with Task Arithmetic | Gabriel Ilharco, Marco Tulio Ribeiro, Mitchell Wortsman et al.351905.00414v4 | 2019-05-01 | Similarity of Neural Network Representations Revisited | Simon Kornblith, Mohammad Norouzi, Honglak Lee et al.362202.05262v5 | 2022-02-10 | Locating and Editing Factual Associations in GPT | Kevin Meng, David Bau, Alex Andonian et al.372301.04709v4 | 2023-01-11 | Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability | Atticus Geiger, Duligur Ibeling, Amir Zur et al.382609.04344v1 | 2026-09-03 | SharedSAE: One Feature Dictionary Across Language Models | Daniil Ognev, Célian Vasson, Lijie Hu et al.392303.02536v4 | 2023-03-05 | Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations | Atticus Geiger, Zhengxuan Wu, Christopher Potts et al.402401.01814v1 | 2024-01-03 | Large Language Models Relearn Removed Concepts | Michelle Lo, Shay B. Cohen, Fazl Barez412402.17762v2 | 2024-02-27 | Massive Activations in Large Language Models | Mingjie Sun, Xinlei Chen, J. Zico Kolter et al.422306.03341v6 | 2023-06-06 | Inference-Time Intervention: Eliciting Truthful Answers from a Language Model | Kenneth Li, Oam Patel, Fernanda Viégas et al.432506.06609v3 | 2025-06-07 | Transferring Linear Features Across Language Models With Model Stitching | Alan Chen, Jack Merullo, Alessandro Stolfo et al.442405.07883v2 | 2024-05-13 | Zero-Shot Tokenizer Transfer | Benjamin Minixhofer, Edoardo Maria Ponti, Ivan Vulić452602.06205v2 | 2026-02-05 | Multi-Way Representation Alignment | Akshit Achara, Tatiana Gaintseva, Mateo Mahaut et al.