Amir Feder
- Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?
2024/05/09 by Zorik Gekhman, Gal Yona, Gekhman, Zorik +11 · 2 voices · 54 citations
Computer Science · #Big Data and Digital Economy #cs.CL
- Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond
2021/09/02 by Amir Feder, Feder, Amir, Katherine A. Keith +23 · 1 voice · 18 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
- Evaluating the Moral Beliefs Encoded in LLMs
2023/07/26 by Nino Scherrer, Claudia Shi, Scherrer, Nino +5 · 38 citations
Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
- Explaining Classifiers with Causal Concept Effect (CaCE)
2019/07/16 by Yash Goyal, Goyal, Yash, Amir Feder +5 · 11 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Confidence Improves Self-Consistency in LLMs
2025/02/10 by Amir Taubenfeld, Taubenfeld, Amir, Tom Sheffer +11 · 36 citations
Health Professions · Computer Science · #Artificial Intelligence in Healthcare #Semantic Web and Ontologies
- Data Augmentations for Improved (Large) Language Model Generalization
2023/10/19 by Amir Feder, Feder, Amir, Yoav Wald +7 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
- Distributional reasoning in LLMs: Parallel reasoning processes in multi-hop reasoning
2024/06/19 by Yuval Shalev, Shalev, Yuval, Amir Feder +3 · 6 citations
Computer Science · #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation
- Measuring Causal Effects of Data Statistics on Language Model's `Factual' Predictions
2022/07/28 by Yanai Elazar, Elazar, Yanai, Nora Kassner +15 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation
2022/02/24 by Nitay Calderon, Eyal Ben‐David, Calderon, Nitay +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals
2023/10/01 by Yair Ori Gat, Gat, Yair, Nitay Calderon +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- An examination of the cryptocurrency pump-and-dump ecosystem
2021/03/07 by J.T. Hamrick, JT Hamrick, Farhang Rouhi +5 · 1 citation
Computer Science · #Blockchain Technology Applications and Security