Yoav Levine

1. Fundamental Limitations of Alignment in Large Language Models
   2023/04/19 by Yotam Wolf, Wolf, Yotam, Noam Wies +7 · 8 voices · 19 citations
   Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
2. In-Context Retrieval-Augmented Language Models
   2023/01/31 by Ori Ram, Yoav Levine, Ram, Ori +11 · 112 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
3. MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning
   2022/05/01 by Ehud Karpas, Karpas, Ehud, Omri Abend +31 · 24 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #AI-based Problem Solving and Planning
4. The Learnability of In-Context Learning
   2023/03/14 by Noam Wies, Yoav Levine, Wies, Noam +3 · 22 citations
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
5. Human or Not? A Gamified Approach to the Turing Test
   2023/05/31 by Daniel Jannai, Jannai, Daniel, Amos Meron +7 · 3 voices · 2 citations
   Computer Science · Psychology · Social Sciences · #AI in Service Interactions #Misinformation and Its Impacts #Social Robot Interaction and HRI #cs.AI #cs.CL #cs.CY #cs.HC
6. Deep Learning and Quantum Entanglement: Fundamental Connections with\n Implications to Network Design
   2017/04/05 by Yoav Levine, David Yakira, Levine, Yoav +5 · 7 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum and electron transport phenomena #Quantum many-body systems
7. Parallel Context Windows for Large Language Models
   2022/12/21 by Nir Ratner, Ratner, Nir, Yoav Levine +16 · 9 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
8. Generating Benchmarks for Factuality Evaluation of Language Models
   2023/07/13 by Dor Muhlgay, Ori Ram, Muhlgay, Dor +17 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
9. PMI-Masking: Principled masking of correlated spans
   2020/10/05 by Yoav Levine, Barak Lenz, Levine, Yoav +11 · 5 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 #Speech Recognition and Synthesis #Topic Modeling
10. Sub-Task Decomposition Enables Learning in Sequence to Sequence Tasks
    2022/04/06 by Noam Wies, Yoav Levine, Wies, Noam +3 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
11. The Depth-to-Width Interplay in Self-Attention
    2020/06/22 by Yoav Levine, Levine, Yoav, Noam Wies +7 · 3 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Software Engineering Research #Topic Modeling
12. Tradeoffs Between Alignment and Helpfulness in Language Models with Steering Methods
    2024/01/29 by Yotam Wolf, Noam Wies, Wolf, Yotam +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
13. Language model developers should report train-test overlap
    2024/10/10 by Andy K. Zhang, Zhang, Andy K, Kevin Klyman +11 · 4 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Delphi Technique in Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
14. On the Long-Term Memory of Deep Recurrent Networks
    2017/10/25 by Yoav Levine, Levine, Yoav, Or Sharir +5 · 1 citation
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum many-body systems
15. Which transformer architecture fits my data? A vocabulary bottleneck in self-attention
    2021/05/09 by Noam Wies, Yoav Levine, Wies, Noam +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
16. Artificial Expert Intelligence through PAC-reasoning
    2024/12/03 by Shai Shalev‐Shwartz, Shai Shalev-Shwartz, Shalev-Shwartz, Shai +16 · 3 voices · 2 citations
    Computer Science · #AI-based Problem Solving and Planning #Semantic Web and Ontologies