Perot, Vincent
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1375 citations
#cs.CL #cs.AI
- Reverse Thinking Makes LLMs Stronger Reasoners
2024/11/29 by Justin Chih-Yao Chen, Chen, Justin Chih-Yao, Zifeng Wang +20 · 9 voices · 6 citations
Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law
- Learning to Prompt for Continual Learning
2021/12/16 by Zifeng Wang, Zizhao Zhang, Wang, Zifeng +17 · 106 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning
2022/04/10 by Zifeng Wang, Wang, Zifeng, Zizhao Zhang +19 · 73 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
2024/01/09 by Wang, Zilong, Zhang, Hao, Li, Chun-Liang +8 · 37 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- LMDX: Language Model-based Document Information Extraction and Localization
2023/09/19 by Vinçent Pérot, Vincent Perot, Kai Kang +22 · 2 voices · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Counterfactual Fairness in Text Classification through Robustness
2018/09/27 by Garg, Sahaj, Perot, Vincent, Limtiaco, Nicole +3 · 9 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting
2024/07/11 by Wang, Zilong, Wang, Zifeng, Le, Long +9 · 10 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- CodecLM: Aligning Language Models with Tailored Synthetic Data
2024/04/08 by Zifeng Wang, Wang, Zifeng, Chunliang Li +13 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- FormNet: Structural Encoding beyond Sequential Modeling in Form Document\n Information Extraction
2022/03/16 by Chen-Yu Lee, Chunliang Li, Lee, Chen-Yu +17 · 4 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 Processing and 3D Reconstruction #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?
2024/06/19 by Jinhyuk Lee, Lee, Jinhyuk, Anthony Chen +35 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction
2023/05/04 by Chen-Yu Lee, Chunliang Li, Lee, Chen-Yu +29 · 1 citation
Computer Science · #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Topic Modeling