Omer Levy
- LIMA: Less Is More for Alignment
2023/05/18 by Chunting Zhou, Zhou, Chunting, Pengfei Liu +27 · 6 voices · 120 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AI #cs.CL #cs.LG
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1363 citations
#cs.CL #cs.AI
- Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
2024/08/20 by Chunting Zhou, Lili Yu, Zhou, Chunting +17 · 4 voices · 115 citations
Neuroscience · #Brain Tumor Detection and Classification
- What Does BERT Look At? An Analysis of BERT's Attention
2019/06/11 by Kevin Clark, Urvashi Khandelwal, Clark, Kevin +5 · 2 voices · 74 citations
#cs.CL
- Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
2024/04/12 by Xuezhe Ma, Xiaomeng Yang, Ma, Xuezhe +17 · 3 voices · 4 citations
#cs.LG #cs.CL
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 133 citations
#cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
- BART: Denoising Sequence-to-Sequence Pre-training for Natural Language\n Generation, Translation, and Comprehension
2019/10/29 by Lewis, Mike, Yinhan Liu, Naman Goyal +12 · 262 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems
2019/05/02 by Alex Wang, Wang, Alex, Yada Pruksachatkun +13 · 146 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation
2023/05/02 by Yuval Kirstain, Kirstain, Yuval, Adam Polyak +9 · 199 citations
Computer Science · #Data Visualization and Analytics #Visual Attention and Saliency Detection #Image and Video Quality Assessment
- Are Sixteen Heads Really Better than One?
2019/05/25 by Paul Michel, Omer Levy, Michel, Paul +3 · 69 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- code2seq: Generating Sequences from Structured Representations of Code
2018/08/04 by Uri Alon, Shaked Brody, Alon, Uri +5 · 1 voice · 16 citations
#cs.LG #cs.PL #stat.ML
- Generalization through Memorization: Nearest Neighbor Language Models
2019/11/01 by Urvashi Khandelwal, Omer Levy, Khandelwal, Urvashi +7 · 61 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method
2014/02/15 by Yoav Goldberg, Goldberg, Yoav, Omer Levy +1 · 40 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
- Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor
2022/12/19 by Or Honovich, Thomas Scialom, Honovich, Or +5 · 23 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Transformer Language Models without Positional Encodings Still Learn Positional Information
2022/03/30 by Adi Haviv, Ori Ram, Haviv, Adi +7 · 20 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- Instruction Induction: From Few Examples to Natural Language Task Descriptions
2022/05/22 by Or Honovich, Uri Shaham, Honovich, Or +5 · 17 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
- SCROLLS: Standardized CompaRison Over Long Language Sequences
2022/01/10 by Uri Shaham, Shaham, Uri, Elad Segal +19 · 12 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
- Scaling Laws for Generative Mixed-Modal Language Models
2023/01/10 by Armen Aghajanyan, Lili Yu, Aghajanyan, Armen +17 · 14 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 #Speech Recognition and Synthesis #Topic Modeling
- Branch-Solve-Merge Improves Large Language Model Evaluation and Generation
2023/10/23 by Swarnadeep Saha, Saha, Swarnadeep, Omer Levy +9 · 15 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
- Self-Alignment with Instruction Backtranslation
2023/08/11 by Xian Li, Li, Xian, Ping Yu +12 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Ultra-Fine Entity Typing
2018/07/13 by Eunsol Choi, Choi, Eunsol, Omer Levy +5 · 4 citations
Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Vision Transformers with Mixed-Resolution Tokenization
2023/04/01 by Tomer Ronen, Omer Levy, Ronen, Tomer +3 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- LMentry: A Language Model Benchmark of Elementary Language Tasks
2022/11/03 by Avia Efrat, Efrat, Avia, Or Honovich +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
- Altogether: Image Captioning via Re-aligning Alt-text
2024/10/22 by Hu Xu, Xu, Hu, Po-Yao Huang +23 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- The Turking Test: Can Language Models Understand Instructions?
2020/10/22 by Avia Efrat, Omer Levy, Efrat, Avia +1 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens
2021/08/25 by Itay Itzhak, Omer Levy, Itzhak, Itay +1 · 1 voice · 1 citation
#cs.CL #cs.AI #cs.LG
- Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling
2018/05/12 by Luheng He, Kenton Lee, He, Luheng +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Recurrent Additive Networks
2017/05/21 by Kenton Lee, Omer Levy, Lee, Kenton +3 · 1 citation
Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning and Algorithms #Topic Modeling