Omri Abend

1. Jamba: A Hybrid Transformer-Mamba Language Model
   2024/03/28 by Opher Lieber, Barak Lenz, Lieber, Opher +42 · 4 voices · 51 citations
   Arts and Humanities · Social Sciences · #Language, Discourse, Communication Strategies #Multilingual Education and Policy
2. MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning
   2022/05/01 by Ehud Karpas, Omri Abend, Karpas, Ehud +31 · 23 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #AI-based Problem Solving and Planning
3. Parallel Context Windows for Large Language Models
   2022/12/21 by Nir Ratner, Yoav Levine, Ratner, Nir +16 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
4. DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering
   2022/11/10 by Ella Neeman, Neeman, Ella, Roee Aharoni +9 · 5 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
5. Generating Benchmarks for Factuality Evaluation of Language Models
   2023/07/13 by Dor Muhlgay, Muhlgay, Dor, Ori Ram +17 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
6. PMI-Masking: Principled masking of correlated spans
   2020/10/05 by Yoav Levine, Levine, Yoav, Barak Lenz +11 · 3 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
7. Q²: Evaluating Factual Consistency in Knowledge-Grounded Dialogues\n via Question Generation and Question Answering
   2021/04/16 by Or Honovich, Honovich, Or, Leshem Choshen +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. Jamba-1.5: Hybrid Transformer-Mamba Models at Scale
   2024/08/22 by Barak Lenz, Jamba Team, Lenz, Barak +113 · 6 citations
   Engineering · Materials Science · #Fluid Dynamics and Vibration Analysis #High voltage insulation and dielectric phenomena #Power Transformer Diagnostics and Insulation
9. Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs
   2024/08/20 by Maxim Ifergan, Leshem Choshen, Ifergan, Maxim +7 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
10. The Future of Open Human Feedback
    2024/08/15 by Shachar Don-Yehiya, Don-Yehiya, Shachar, Ben Burtenshaw +37 · 4 citations
    Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC)
11. Mind Your Theory: Theory of Mind Goes Deeper Than Reasoning
    2024/12/18 by Eitan Wagner, Wagner, Eitan, N. Alon +7 · 2 voices · 2 citations
    Computer Science · Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #Child and Animal Learning Development #Computation and Language (cs.CL) #Embodied and Extended Cognition #FOS: Computer and information sciences #Philosophy and Theoretical Science #cs.AI #cs.CL
12. Language (Re)modelling: Towards Embodied Language Understanding
    2020/05/01 by Ronen Tamari, Chen Shani, Tamari, Ronen +9 · 1 citation
    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
13. The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community
    2024/08/15 by Shachar Don-Yehiya, Leshem Choshen, Don-Yehiya, Shachar +3 · 1 citation
    Decision Sciences · #Personal Information Management and User Behavior