| Shared computational principles for language processing in humans and deep language models A Goldstein, Z Zada*, E Buchnik*, M Schain*, A Price*, B Aubrey*, ... Nature neuroscience 25 (3), 369-380, 2022 | 397* | 2022 |
| Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond A Feder, KA Keith, E Manzoor, R Pryzant, D Sridhar, Z Wood-Doughty, ... Transactions of the Association for Computational Linguistics 10, 1138–1158, 2022 | 251 | 2022 |
| Explaining Classifiers with Causal Concept Effect (CaCE) Y Goyal, A Feder, U Shalit, B Kim arXiv preprint arXiv:1907.07165, 2020 | 190 | 2020 |
| CausaLM: Causal model explanation through counterfactual language models A Feder, N Oved, U Shalit, R Reichart Computational Linguistics 47 (2), 333-386, 2021 | 172 | 2021 |
| On calibration and out-of-domain generalization Y Wald*, A Feder*, D Greenfeld, U Shalit Advances in neural information processing systems 34, 2215-2227, 2021 | 162 | 2021 |
| The impact of DDoS and other security shocks on Bitcoin currency exchanges: Evidence from Mt. Gox A Feder, N Gandal, JT Hamrick, T Moore Journal of Cybersecurity 3 (2), 137-144, 2017 | 140 | 2017 |
| LLMs accelerate annotation for medical information extraction A Goel, A Gueta, O Gilon, C Liu, S Erell, LH Nguyen, X Hao, B Jaber, ... Machine Learning for Health (ML4H), 82-100, 2023 | 83 | 2023 |
| Evaluating the moral beliefs encoded in LLMs N Scherrer, C Shi, A Feder, D Blei Thirty-seventh Conference on Neural Information Processing Systems (Spotlight), 2023 | 82 | 2023 |
| An examination of the cryptocurrency pump-and-dump ecosystem JT Hamrick, F Rouhi, A Mukherjee, A Feder, N Gandal, T Moore, M Vasek Information Processing & Management 58 (4), 102506, 2019 | 79 | 2019 |
| The economics of cryptocurrency pump and dump schemes N Gandal, JT Hamrick, F Rouhi, A Mukherjee, A Feder, T Moore, M Vasek CEPR Discussion Papers, 2018 | 75* | 2018 |
| Learning and evaluating a differentially private pre-trained language model S Hoory, A Feder, A Tendler, S Erell, A Peled-Cohen, I Laish, H Nakhost, ... Findings of the Association for Computational Linguistics: EMNLP 2021, 1178-1189, 2021 | 70 | 2021 |
| Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? Z Gekhman, G Yona, R Aharoni, M Eyal, A Feder, R Reichart, J Herzig arXiv preprint arXiv:2405.05904, 2024 | 54 | 2024 |
| Measuring Causal Effects of Data Statistics on Language Model's Factual Predictions Y Elazar, N Kassner, S Ravfogel, A Feder, A Ravichander, M Mosbach, ... arXiv preprint arXiv:2207.14251, 2022 | 47 | 2022 |
| DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation N Calderon, E Ben-David, A Feder, R Reichart Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 45 | 2022 |
| CEBaB: Estimating the causal effects of real-world concepts on NLP model behavior ED Abraham, K D'Oosterlinck, A Feder, YO Gat, A Geiger, C Potts, ... Advances in Neural Information Processing Systems 35, 2022 | 44 | 2022 |
| The Temporal Structure of Language Processing in the Human Brain Corresponds to The Layered Hierarchy of Deep Language Models A Goldstein, E Ham, M Schain, S Nastase, Z Zada, A Dabush, B Aubrey, ... arXiv preprint arXiv:2310.07106, 2023 | 30* | 2023 |
| Active deep learning to detect demographic traits in free-form clinical notes A Feder, D Vainstein, R Rosenfeld, T Hartman, A Hassidim, Y Matias Journal of Biomedical Informatics 107, 103436, 2020 | 26 | 2020 |
| Faithful explanations of black-box NLP models using LLM-generated counterfactuals Y Gat, N Calderon, A Feder, A Chapanin, A Sharma, R Reichart arXiv preprint arXiv:2310.00603, 2023 | 24 | 2023 |
| Predicting In-game Actions from Interviews of NBA Players A Feder*, N Oved*, R Reichart Computational Linguistics 46 (3), 667–712, 2020 | 21 | 2020 |
| Alignment of brain embeddings and artificial contextual embeddings in natural language points to common geometric patterns A Goldstein, A Grinstein-Dabush, M Schain, H Wang, Z Hong, B Aubrey, ... Nature communications 15 (1), 2768, 2024 | 20* | 2024 |
Roi ReichartTechnion - Israel Institute of TechnologyVerified email at ie.technion.ac.il
