Honovich, Or

1. TRUE: Re-evaluating Factual Consistency Evaluation
   2022/04/11 by Or Honovich, Roee Aharoni, Honovich, Or +17 · 24 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
2. Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor
   2022/12/19 by Or Honovich, Honovich, Or, Thomas Scialom +5 · 23 citations
   Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
3. Instruction Induction: From Few Examples to Natural Language Task Descriptions
   2022/05/22 by Or Honovich, Uri Shaham, Honovich, Or +5 · 16 citations
   Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
4. A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains
   2024/02/01 by Alon Jacovi, Jacovi, Alon, Yonatan Bitton +15 · 13 citations
   Computer Science · Neuroscience · #Computation and Language (cs.CL) #Embodied and Extended Cognition #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Psychiatry, Mental Health, Neuroscience
5. DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering
   2022/11/10 by Ella Neeman, Neeman, Ella, Roee Aharoni +9 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
6. LMentry: A Language Model Benchmark of Elementary Language Tasks
   2022/11/03 by Avia Efrat, Or Honovich, Efrat, Avia +3 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
7. Q²: Evaluating Factual Consistency in Knowledge-Grounded Dialogues\n via Question Generation and Question Answering
   2021/04/16 by Or Honovich, Leshem Choshen, Honovich, Or +9 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
8. Surfacing Biases in Large Language Models using Contrastive Input Decoding
   2023/05/12 by Gal Yona, Yona, Gal, Or Honovich +5 · 1 citation
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification