Athiwaratkun, Ben
- Mixture-of-Agents Enhances Large Language Model Capabilities
2024/06/07 by Junlin Wang, Wang, Junlin, Jue Wang +7 · 91 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- RedPajama: an Open Dataset for Training Large Language Models
2024/11/19 by Maurice Weber, Daniel Fu, Weber, Maurice +34 · 60 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Multi-lingual Evaluation of Code Generation Models
2022/10/26 by Ben Athiwaratkun, Sanjay Krishna Gouda, Athiwaratkun, Ben +47 · 13 citations
Computer Science · #Software Engineering Research #Topic Modeling #Machine Learning and Data Classification
- Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies
2024/06/10 by Junlin Wang, Siddhartha Jain, Wang, Junlin +9 · 12 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Auction Theory and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Organizational Management and Leadership
- Training-Free Activation Sparsity in Large Language Models
2024/08/26 by James Liu, Liu, James, Pragaash Ponnusamy +9 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification
2016/06/06 by Xilun Chen, Chen, Xilun, Yu Sun +7 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
- Intelligence per Watt: Measuring Intelligence Efficiency of Local AI
2025/11/11 by Jon Saad-Falcon, Saad-Falcon, Jon, Avanika Narayan +27 · 7 voices · 4 citations
#cs.DC #cs.AI #cs.CL #cs.LG
- Hierarchical Density Order Embeddings
2018/04/26 by Athiwaratkun, Ben, Wilson, Andrew Gordon · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Shrinking the Generation-Verification Gap with Weak Verifiers
2025/06/22 by Saad-Falcon, Jon, Buchanan, E. Kelly, Chen, Mayee F. +9 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Multimodal Word Distributions
2017/04/27 by Athiwaratkun, Ben, Wilson, Andrew Gordon · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- There Are Many Consistent Explanations of Unlabeled Data: Why You Should Average
2018/06/14 by Athiwaratkun, Ben, Finzi, Marc, Izmailov, Pavel +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Dragonfly: Multi-Resolution Zoom-In Encoding Enhances Vision-Language Models
2024/06/03 by Rahul Thapa, Thapa, Rahul, Kezhen Chen +10 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Disentangling Reasoning and Knowledge in Medical Large Language Models
2025/05/16 by Rahul Thapa, Thapa, Rahul, Qingyang Wu +25 · 4 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling
- Greener yet Powerful: Taming Large Code Generation Models with Quantization
2023/03/09 by Wei, Xiaokai, Gonugondla, Sujan, Ahmad, Wasi +13 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Probabilistic FastText for Multi-Sense Word Embeddings
2018/06/07 by Ben Athiwaratkun, Andrew Gordon Wilson, Athiwaratkun, Ben +3 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Ladder-residual: parallelism-aware architecture for accelerating large model inference with communication overlapping
2025/01/11 by Zhang, Muru, Mishra, Mayank, Zhou, Zhongzhu +7 · 2 citations
#Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Think Deep, Think Fast: Investigating Efficiency of Verifier-free Inference-time-scaling Methods
2025/04/18 by Wang, Junlin, Zhu, Shang, Saad-Falcon, Jon +7 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Token Alignment via Character Matching for Subword Completion
2024/03/13 by Ben Athiwaratkun, Athiwaratkun, Ben, Shiqi Wang +17 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
- How Well Can General Vision-Language Models Learn Medicine By Watching Public Educational Videos?
2025/04/19 by Thapa, Rahul, Li, Andrew, Wu, Qingyang +8 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Bifurcated Attention: Accelerating Massively Parallel Decoding with Shared Prefixes in LLMs
2024/03/13 by Ben Athiwaratkun, Athiwaratkun, Ben, Sujan K. Gonugondla +23 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)
- Improving Model Alignment Through Collective Intelligence of Open-Source LLMS
2025/05/05 by Junlin Wang, Roy Xie, Wang, Junlin +15 · 2 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services