Amir Feder

According to our database, Amir Feder authored at least 30 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Multi-environment Topic Models.

Dominic Sobhani, Amir Feder, David M. Blei

CoRR, 2024

CoverBench: A Challenging Benchmark for Complex Claim Verification.

Alon Jacovi, Moran Ambar, Eyal Ben-David, Uri Shaham, Amir Feder, Mor Geva, Dror Marcus, Avi Caciularu

CoRR, 2024

Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning.

Yuval Shalev, Amir Feder, Ariel Goldstein

CoRR, 2024

Can LLMs Learn Macroeconomic Narratives from Social Media?

Almog Gueta, Amir Feder, Zorik Gekhman, Ariel Goldstein, Roi Reichart

CoRR, 2024

Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals.

Yair Ori Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Exploring the Learning Capabilities of Language Models using LEVERWORLDS.

Eitan Wagner, Amir Feder, Omri Abend

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?

Zorik Gekhman, Gal Yona, Roee Aharoni, Matan Eyal, Amir Feder, Roi Reichart, Jonathan Herzig

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

The Temporal Structure of Language Processing in the Human Brain Corresponds to The Layered Hierarchy of Deep Language Models.

Ariel Goldstein, Eric Ham, Mariano Schain, Samuel A. Nastase, Zaid Zada, Avigail Dabush, Bobbi Aubrey, Harshvardhan Gazula, Amir Feder, Werner K. Doyle, Sasha Devore, Patricia Dugan, Daniel Friedman, Roi Reichart, Michael P. Brenner, Avinatan Hassidim, Orrin Devinsky, Adeen Flinker, Omer Levy, Uri Hasson

CoRR, 2023

Evaluating the Moral Beliefs Encoded in LLMs.

Nino Scherrer, Claudia Shi, Amir Feder, David M. Blei

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Causal-structure Driven Augmentations for Text OOD Generalization.

Amir Feder, Yoav Wald, Claudia Shi, Suchi Saria, David M. Blei

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

LLMs Accelerate Annotation for Medical Information Extraction.

Akshay Goel, Almog Gueta, Omry Gilon, Chang Liu, Sofia Erell, Lan Huong Nguyen, Xiaohong Hao, Bolous Jaber, Shashir Reddy, Rupesh Kartha, Jean Steiner, Itay Laish, Amir Feder

Proceedings of the Machine Learning for Health, 2023

An Invariant Learning Characterization of Controlled Text Generation.

Carolina Zheng, Claudia Shi, Keyon Vafa, Amir Feder, David M. Blei

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond.

Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E. Roberts, Brandon M. Stewart, Victor Veitch, Diyi Yang

Trans. Assoc. Comput. Linguistics, 2022

Useful Confidence Measures: Beyond the Max Score.

Gal Yona, Amir Feder, Itay Laish

CoRR, 2022

Measuring Causal Effects of Data Statistics on Language Model's 'Factual' Predictions.

Yanai Elazar, Nora Kassner, Shauli Ravfogel, Amir Feder, Abhilasha Ravichander, Marius Mosbach, Yonatan Belinkov, Hinrich Schütze, Yoav Goldberg

CoRR, 2022

In the Eye of the Beholder: Robust Prediction with Causal User Modeling.

Amir Feder, Guy Horowitz, Yoav Wald, Roi Reichart, Nir Rosenfeld

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior.

Eldar David Abraham, Karel D'Oosterlinck, Amir Feder, Yair Ori Gat, Atticus Geiger, Christopher Potts, Roi Reichart, Zhengxuan Wu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation.

Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Section Classification in Clinical Notes with Multi-task Transformers.

Fan Zhang, Itay Laish, Ayelet Benjamini, Amir Feder

Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis, 2022

Building a Clinically-Focused Problem List From Medical Notes.

Amir Feder, Itay Laish, Shashank Agarwal, Uri Lerner, Avel Atias, Cathy Cheung, Peter Clardy, Alon Peled-Cohen, Rachana Fellinger, Hengrui Liu, Lan Huong Nguyen, Birju Patel, Natan Potikha, Amir Taubenfeld, Liwen Xu, Seung Doo Yang, Ayelet Benjamini, Avinatan Hassidim

Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis, 2022

2021

Model Compression for Domain Adaptation through Causal Effect Estimation.

Guy Rotman, Amir Feder, Roi Reichart

Trans. Assoc. Comput. Linguistics, 2021

An examination of the cryptocurrency pump-and-dump ecosystem.

J. T. Hamrick, Farhang Rouhi, Arghya Mukherjee, Amir Feder, Neil Gandal, Tyler Moore, Marie Vasek

Inf. Process. Manag., 2021

CausaLM: Causal Model Explanation Through Counterfactual Language Models.

Amir Feder, Nadav Oved, Uri Shalit, Roi Reichart

Comput. Linguistics, 2021

On Calibration and Out-of-Domain Generalization.

Yoav Wald, Amir Feder, Daniel Greenfeld, Uri Shalit

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning and Evaluating a Differentially Private Pre-trained Language Model.

Shlomo Hoory, Amir Feder, Avichai Tendler, Sofia Erell, Alon Peled-Cohen, Itay Laish, Hootan Nakhost, Uri Stemmer, Ayelet Benjamini, Avinatan Hassidim, Yossi Matias

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions.

Daniel Rosenberg, Itai Gat, Amir Feder, Roi Reichart

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Active deep learning to detect demographic traits in free-form clinical notes.

Amir Feder, Danny Vainstein, Roni Rosenfeld, Tzvika Hartman, Avinatan Hassidim, Yossi Matias

J. Biomed. Informatics, 2020

Predicting In-Game Actions from Interviews of NBA Players.

Nadav Oved, Amir Feder, Roi Reichart

Comput. Linguistics, 2020

2019

Predicting In-game Actions From the Language of NBA Players.

Nadav Oved, Amir Feder, Roi Reichart

CoRR, 2019

2017

The impact of DDoS and other security shocks on Bitcoin currency exchanges: evidence from Mt. Gox.

Amir Feder, Neil Gandal, J. T. Hamrick, Tyler Moore

J. Cybersecur., 2017