Yonatan Belinkov

Most-cited papers

Locating and Editing Factual Associations in GPT
Kevin Meng, David Bau, A. Andonian, Yonatan Belinkov
2022Neural Information Processing Systems3,571 citations
Semantic Scholar
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick +387 more
2022arXiv.org3,070 citations
Semantic Scholar
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb +446 more
2022arXiv.org2,702 citations
Semantic Scholar
Mass-Editing Memory in a Transformer
Kevin Meng, Arnab Sen Sharma, A. Andonian, Yonatan Belinkov +1 more
2022International Conference on Learning Representations1,312 citations Open access
Semantic Scholar
Probing Classifiers: Promises, Shortcomings, and Advances
Yonatan Belinkov
2021International Conference on Computational Logic1,204 citations Open access
Semantic Scholar
Jamba: A Hybrid Transformer-Mamba Language Model
Opher Lieber, Barak Lenz, Hofit Bata, Gal Cohen +18 more
2024arXiv.org536 citations
Semantic Scholar
Unified Concept Editing in Diffusion Models
Rohit Gandikota, Hadas Orgad, Yonatan Belinkov, Joanna Materzynska +1 more
2023IEEE Workshop/Winter Conference on Applications of Computer Vision493 citations Open access
Semantic Scholar
Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models
Samuel Marks, C. Rager, Eric J. Michaud, Yonatan Belinkov +2 more
2024International Conference on Learning Representations491 citations
Semantic Scholar
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb +446 more
2023Trans. Mach. Learn. Res.411 citations
Semantic Scholar
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
Hadas Orgad, Michael Toker, Zorik Gekhman, Roi Reichart +3 more
2024International Conference on Learning Representations330 citations
Semantic Scholar
MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning
Ehud Karpas, Omri Abend, Yonatan Belinkov, Barak Lenz +13 more
2022arXiv.org230 citations Open access
Semantic Scholar
Linearity of Relation Decoding in Transformer Language Models
Evan Hernandez, Arnab Sen Sharma, Tal Haklay, Kevin Meng +4 more
2023International Conference on Learning Representations229 citations Open access
Semantic Scholar
Have Faith in Faithfulness: Going Beyond Circuit Overlap When Finding Model Mechanisms
Michael Hanna, S. Pezzelle, Yonatan Belinkov
2024arXiv.org180 citations
Semantic Scholar
Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity Tracking
Nikhil Prakash, T. Shaham, Tal Haklay, Yonatan Belinkov +1 more
2024International Conference on Learning Representations173 citations
Semantic Scholar
Editing Implicit Assumptions in Text-to-Image Diffusion Models
Hadas Orgad, Bahjat Kawar, Yonatan Belinkov
2023IEEE International Conference on Computer Vision166 citations Open access
Semantic Scholar
Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models
Matthew Finlayson, Aaron Mueller, Sebastian Gehrmann, S. Shieber +2 more
2021Annual Meeting of the Association for Computational Linguistics166 citations Open access
Semantic Scholar
Generating Benchmarks for Factuality Evaluation of Language Models
Dor Muhlgay, Ori Ram, Inbal Magar, Yoav Levine +6 more
2023Conference of the European Chapter of the Association for Computational Linguistics159 citations Open access
Semantic Scholar
Arithmetic Without Algorithms: Language Models Solve Math With a Bag of Heuristics
Yaniv Nikankin, Anja Reusch, Aaron Mueller, Yonatan Belinkov
2024International Conference on Learning Representations125 citations
Semantic Scholar
Parallel Context Windows for Large Language Models
Nir Ratner, Yoav Levine, Yonatan Belinkov, Ori Ram +6 more
2022Annual Meeting of the Association for Computational Linguistics116 citations Open access
Semantic Scholar
A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis
Alessandro Stolfo, Yonatan Belinkov, Mrinmaya Sachan
2023Conference on Empirical Methods in Natural Language Processing102 citations Open access
Semantic Scholar
Variational Information Bottleneck for Effective Low-Resource Fine-Tuning
R. Mahabadi, Yonatan Belinkov, James Henderson
2021International Conference on Learning Representations94 citations
Semantic Scholar
Locating and Editing Factual Knowledge in GPT
Kevin Meng, David Bau, A. Andonian, Yonatan Belinkov
2022arXiv.org84 citations
Semantic Scholar
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
J. Tiedemann, Isabelle Augenstein, Madhumita Sushil, Valerio Basile +496 more
202183 citations Open access
Semantic Scholar
Instructed to Bias: Instruction-Tuned Language Models Exhibit Emergent Cognitive Bias
Itay Itzhak, Gabriel Stanovsky, Nir Rosenfeld, Yonatan Belinkov
2023Transactions of the Association for Computational Linguistics82 citations Open access
Semantic Scholar
On the Pitfalls of Analyzing Individual Neurons in Language Models
Omer Antverg, Yonatan Belinkov
2021International Conference on Learning Representations76 citations
Semantic Scholar
Confidence Regulation Neurons in Language Models
Alessandro Stolfo, Ben Wu, Wes Gurnee, Yonatan Belinkov +3 more
2024Neural Information Processing Systems72 citations
Semantic Scholar
Measuring Causal Effects of Data Statistics on Language Model's 'Factual' Predictions
Yanai Elazar, Nora Kassner, Shauli Ravfogel, Amir Feder +5 more
2022arXiv.org67 citations Open access
Semantic Scholar
The Quest for the Right Mediator: A History, Survey, and Theoretical Grounding of Causal Interpretability
Aaron Mueller, Jannik Brinkmann, Millicent Li, Samuel Marks +9 more
2024arXiv.org59 citations
Semantic Scholar
Jamba-1.5: Hybrid Transformer-Mamba Models at Scale
Barak Lenz, Alan Arazi, Amir Bergman, Avshalom Manevich +56 more
2024arXiv.org57 citations
Semantic Scholar
Effect of tokenization on transformers for biological sequences
Edo Dotan, Gal Jaschek, T. Pupko, Yonatan Belinkov
2023bioRxiv56 citations Open access
Semantic Scholar
Supervising Model Attention with Human Explanations for Robust Natural Language Inference
Joe Stacey, Yonatan Belinkov, Marek Rei
2021AAAI Conference on Artificial Intelligence54 citations Open access
Semantic Scholar
What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary
Ori Ram, L. Bezalel, Adi Zicher, Yonatan Belinkov +2 more
2022Annual Meeting of the Association for Computational Linguistics49 citations Open access
Semantic Scholar
Probing Classifiers: Promises, Shortcomings, and Alternatives
Yonatan Belinkov
2021arXiv.org45 citations
Semantic Scholar
Trust Me, I'm Wrong: High-Certainty Hallucinations in LLMs
Adi Simhi, Itay Itzhak, Fazl Barez, Gabriel Stanovsky +1 more
2025arXiv.org43 citations
Semantic Scholar
VISIT: Visualizing and Interpreting the Semantic Information Flow of Transformers
Shahar Katz, Yonatan Belinkov
2023Conference on Empirical Methods in Natural Language Processing43 citations Open access
Semantic Scholar
Choose Your Lenses: Flaws in Gender Bias Evaluation
Hadas Orgad, Yonatan Belinkov
2022GEBNLP42 citations Open access
Semantic Scholar
ReFACT: Updating Text-to-Image Models by Editing the Text Encoder
D. Arad, Hadas Orgad, Yonatan Belinkov
2023North American Chapter of the Association for Computational Linguistics41 citations Open access
Semantic Scholar
Backward Lens: Projecting Language Model Gradients into the Vocabulary Space
Shahar Katz, Yonatan Belinkov, Mor Geva, Lior Wolf
2024Conference on Empirical Methods in Natural Language Processing40 citations
Semantic Scholar
Trust Me, I'm Wrong: LLMs Hallucinate with Certainty Despite Knowing the Answer
Adi Simhi, Itay Itzhak, Fazl Barez, Gabriel Stanovsky +1 more
2025Conference on Empirical Methods in Natural Language Processing33 citations Open access
Semantic Scholar
Diffusion Lens: Interpreting Text Encoders in Text-to-Image Pipelines
Michael Toker, Hadas Orgad, Mor Ventura, Dana Arad +1 more
2024Annual Meeting of the Association for Computational Linguistics32 citations Open access
Semantic Scholar
Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection
Shadi Iskander, Kira Radinsky, Yonatan Belinkov
2023Annual Meeting of the Association for Computational Linguistics32 citations Open access
Semantic Scholar
Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models
Zeping Yu, Yonatan Belinkov, Sophia Ananiadou
2025Conference on Empirical Methods in Natural Language Processing28 citations
Semantic Scholar
Debiasing Methods in Natural Language Understanding Make Bias More Accessible
M. Mendelson, Yonatan Belinkov
2021Conference on Empirical Methods in Natural Language Processing28 citations Open access
Semantic Scholar
BLIND: Bias Removal With No Demographics
Hadas Orgad, Yonatan Belinkov
2022Annual Meeting of the Association for Computational Linguistics27 citations Open access
Semantic Scholar
Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching
Kalika Bali, Pushpak Bhattacharyya, M. Fomicheva, Philipp Koehn +496 more
202126 citations Open access
Semantic Scholar
Constructing Benchmarks and Interventions for Combating Hallucinations in LLMs
Adi Simhi, Jonathan Herzig, I. Szpektor, Yonatan Belinkov
2024arXiv.org24 citations
Semantic Scholar
Distinguishing Ignorance from Error in LLM Hallucinations
Adi Simhi, Jonathan Herzig, I. Szpektor, Yonatan Belinkov
2024arXiv.org23 citations
Semantic Scholar
IRM - when it works and when it doesn't: A test case of natural language inference
Yana Dranker, He He, Yonatan Belinkov
2021Neural Information Processing Systems22 citations
Semantic Scholar
When Language Models Fall in Love: Animacy Processing in Transformer Language Models
Michael Hanna, Yonatan Belinkov, S. Pezzelle
2023Conference on Empirical Methods in Natural Language Processing19 citations
Semantic Scholar
How Gender Debiasing Affects Internal Model Representations, and Why It Matters
Hadas Orgad, Seraphina Goldfarb-Tarrant, Yonatan Belinkov
2022North American Chapter of the Association for Computational Linguistics19 citations Open access
Semantic Scholar