Ajay Patel
- Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
2024/09/25 by Matt Deitke, Christopher Clark, Deitke, Matt +100 · 4 voices · 151 citations
Computer Science · #Semantic Web and Ontologies #Speech and dialogue systems
- Bidirectional Language Models Are Also Few-shot Learners
2022/09/29 by Ajay Patel, Patel, Ajay, Bryan Li +9 · 12 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
- DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows
2024/02/16 by Ajay Patel, Patel, Ajay, Colin Raffel +3 · 9 citations
Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation
2025/02/20 by Yue Yang, Ajay Patel, Yang, Yue +19 · 16 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- Large Language Models Can Self-Improve At Web Agent Tasks
2024/05/30 by Ajay Patel, Markus Hofmarcher, Patel, Ajay +9 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
- StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples
2024/10/16 by Ajay Patel, Patel, Ajay, Jiacheng Zhu +11 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- Learning Interpretable Style Embeddings via Prompting LLMs
2023/05/22 by Ajay Patel, Patel, Ajay, Delip Rao +4 · 3 citations
Computer Science · #Authorship Attribution and Profiling #Text Readability and Simplification #Natural Language Processing Techniques
- Leveraging Large Language Models in Conversational Recommender Systems
2023/05/13 by Luke Friedman, Friedman, Luke, Sameer Ahuja +23 · 2 citations
Computer Science · #Topic Modeling #Recommender Systems and Techniques #Multimodal Machine Learning Applications
- TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings
2024/06/21 by Zachary Horvitz, Horvitz, Zachary, Ajay Patel +9 · 2 citations
Computer Science · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech Recognition and Synthesis #Topic Modeling
- ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer
2023/08/29 by Zachary Horvitz, Ajay Patel, Horvitz, Zachary +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
- Frontier AI performance across the business disciplines: a case-grounded benchmark of knowledge work and analytical reasoning
2026/07/17 by Ajay Patel, Kartik Hosanagar, Ramayya Krishnan +2 · 1 voice
#cs.CL #cs.AI