Shoham, Yoav
- The Cost of Training NLP Models: A Concise Overview
2020/04/19 by Or Sharir, Sharir, Or, Barak Peleg +3 · 4 voices · 15 citations
Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.CL #cs.LG #cs.NE
- Jamba: A Hybrid Transformer-Mamba Language Model
2024/03/28 by Opher Lieber, Lieber, Opher, Barak Lenz +42 · 4 voices · 91 citations
Arts and Humanities · Social Sciences · #Language, Discourse, Communication Strategies #Multilingual Education and Policy
- In-Context Retrieval-Augmented Language Models
2023/01/31 by Ori Ram, Ram, Ori, Yoav Levine +11 · 167 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- 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 · 28 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #AI-based Problem Solving and Planning
- 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
- Parallel Context Windows for Large Language Models
2022/12/21 by Nir Ratner, Yoav Levine, Ratner, Nir +16 · 14 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Generating Benchmarks for Factuality Evaluation of Language Models
2023/07/13 by Dor Muhlgay, Ori Ram, Muhlgay, Dor +17 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Artificial Intelligence Index Report 2024
2024/05/29 by Nestor Maslej, Maslej, Nestor, Loredana Fattorini +26 · 1 voice · 12 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Artificial Intelligence Applications #Internet of Things and AI
- PMI-Masking: Principled masking of correlated spans
2020/10/05 by Yoav Levine, Levine, Yoav, Barak Lenz +11 · 8 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
- Artificial Intelligence Index Report 2025
2025/04/08 by Maslej, Nestor, Fattorini, Loredana, Perrault, Raymond +20 · 27 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Jamba-1.5: Hybrid Transformer-Mamba Models at Scale
2024/08/22 by Barak Lenz, Jamba Team, Lenz, Barak +113 · 14 citations
Engineering · Materials Science · #Fluid Dynamics and Vibration Analysis #High voltage insulation and dielectric phenomena #Power Transformer Diagnostics and Insulation
- SenseBERT: Driving Some Sense into BERT
2019/08/15 by Levine, Yoav, Lenz, Barak, Dagan, Or +6 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Artificial Intelligence Index Report 2023
2023/10/05 by Nestor Maslej, Maslej, Nestor, Loredana Fattorini +25 · 8 citations
Economics, Econometrics and Finance · #Economic and Technological Innovation
- The Global AI Vibrancy Tool
2024/11/21 by Loredana Fattorini, Nestor Maslej, Fattorini, Loredana +11 · 2 voices · 1 citation
Computer Science · Economics, Econometrics and Finance · Engineering · #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #Computers and Society (cs.CY) #Economic and Technological Innovation #FOS: Computer and information sciences #Scheduling and Optimization Algorithms #cs.AI #cs.CY
- The AI Index 2021 Annual Report
2021/03/09 by Daniel Zhang, Zhang, Daniel, Erik Brynjolfsson +19 · 2 citations
Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #FOS: Computer and information sciences #General Literature (cs.GL)
- The AI Index 2022 Annual Report
2022/05/02 by Zhang, Daniel, Maslej, Nestor, Brynjolfsson, Erik +10 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Standing on the Shoulders of Giant Frozen Language Models
2022/04/21 by Yoav Levine, Levine, Yoav, Itay Dalmedigos +23 · 1 citation
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