Hou, Le
- 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 · 1370 citations
#cs.CL #cs.AI
- Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
2024/03/08 by Gemini Robotics Team, Gemini Team, Petko Georgiev +2277 · 4 voices · 559 citations
Computer Science · #Semantic Web and Ontologies
- Large Language Models Can Self-Improve
2022/10/20 by Jiaxin Huang, Shixiang Gu, Shixiang Shane Gu +12 · 3 voices · 81 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
- Towards Accurate Differential Diagnosis with Large Language Models
2023/11/30 by Daniel McDuff, Mike Schaekermann, McDuff, Daniel +53 · 5 voices · 34 citations
#cs.CY #cs.AI
- Towards Expert-Level Medical Question Answering with Large Language Models
2023/05/16 by Karan Singhal, Singhal, Karan, Tao Tu +64 · 4 voices · 39 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling #cs.AI #cs.CL #cs.LG
- Towards Conversational Diagnostic AI
2024/01/11 by Tao Tu, Anil Palepu, Tu, Tao +47 · 9 voices · 10 citations
#cs.AI #cs.CL #cs.LG
- Scaling Instruction-Finetuned Language Models
2022/10/20 by Hyung Won Chung, Chung, Hyung Won, Le Hou +62 · 245 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
2022/05/21 by Denny Zhou, Zhou, Denny, Nathanael Schärli +18 · 169 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Instruction-Following Evaluation for Large Language Models
2023/11/14 by Jeffrey Zhou, Zhou, Jeffrey, Tianjian Lu +13 · 198 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- The Flan Collection: Designing Data and Methods for Effective Instruction Tuning
2023/01/31 by Shayne Longpre, Longpre, Shayne, Le Hou +18 · 68 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning and Data Classification
- PaLM 2 Technical Report
2023/05/17 by Rohan Anil, Andrew M. Dai, Anil, Rohan +224 · 70 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Capabilities of Gemini Models in Medicine
2024/04/29 by Khaled Saab, Tao Tu, Saab, Khaled +138 · 3 voices · 27 citations
Computer Science · Decision Sciences · Mathematics · #Mathematical Biology Tumor Growth #Simulation Techniques and Applications #cs.AI #cs.CL #cs.CV #cs.LG
- Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification
2015/04/29 by Hou, Le, Samaras, Dimitris, Kurc, Tahsin M. +3 · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4 #I.5 #J.3
- Improving Multi-Agent Debate with Sparse Communication Topology
2024/06/17 by Yunxuan Li, Li, Yunxuan, Yibing Du +11 · 28 citations
Computer Science · #Multi-Agent Systems and Negotiation
- NATURAL PLAN: Benchmarking LLMs on Natural Language Planning
2024/06/06 by Huaixiu Zheng, Swaroop Mishra, Zheng, Huaixiu Steven +19 · 24 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Rohan Anil, Gemini Team, Anil, Rohan +2682 · 9 voices
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
- Symbol tuning improves in-context learning in language models
2023/05/15 by Jerry Wei, Wei, Jerry, Le Hou +19 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models
2023/05/24 by Shen, Sheng, Hou, Le, Zhou, Yanqi +17 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Talking-Heads Attention
2020/03/05 by Noam Shazeer, Shazeer, Noam, Zhenzhong Lan +7 · 5 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Sound (cs.SD) #Topic Modeling #electronic engineering #information engineering
- Conditional Language Policy: A General Framework for Steerable Multi-Objective Finetuning
2024/07/22 by Kaiwen Wang, Rahul Kidambi, Wang, Kaiwen +36 · 8 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Linguistic research and analysis #Machine Learning (cs.LG) #Natural Language Processing Techniques #Syntax, Semantics, Linguistic Variation
- Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision
2024/02/05 by Zihan Wang, Wang, Zihan, Yunxuan Li +11 · 6 citations
Business, Management and Accounting · Engineering · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Collaboration in agile enterprises #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotic Process Automation Applications
- Token Dropping for Efficient BERT Pretraining
2022/03/24 by Hou, Le, Pang, Richard Yuanzhe, Zhou, Tianyi +4 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Squared Earth Mover's Distance-based Loss for Training Deep Neural Networks
2016/11/17 by Hou, Le, Yu, Chen-Ping, Samaras, Dimitris · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Enabling Language Models to Implicitly Learn Self-Improvement
2023/10/02 by Ziqi Wang, Le Hou, Wang, Ziqi +11 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
- Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer
2019/05/26 by Han Le, Rajarsi Gupta, Le, Han +27 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Cancer Immunotherapy and Biomarkers #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Distilling Text Style Transfer With Self-Explanation From LLMs
2024/03/02 by Zhang, Chiyu, Cai, Honglong, Yuezhang +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences