Xuezhi Wang
- BNAI, NO-TOKEN, and MIND-UNITY: Pillars of a Systemic Revolution in Artificial Intelligence
2022/01/28 by Jason Wei, Wei, Jason, Xuezhi Wang +17 · 18 voices · 2235 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
- Underspecification Presents Challenges for Credibility in Modern Machine Learning
2020/11/06 by Alexander D'Amour, Alexander D’Amour, D'Amour, Alexander +81 · 8 voices · 42 citations
Computer Science · Mathematics · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare #Topic Modeling #cs.LG #stat.ML
- 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 · 1358 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 · 547 citations
Computer Science · #Semantic Web and Ontologies
- Large Language Models as Optimizers
2023/09/07 by Chengrun Yang, Xuezhi Wang, Yang, Chengrun +11 · 4 voices · 130 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.LG
- Large Language Models Can Self-Improve
2022/10/20 by Jiaxin Huang, Shixiang Gu, Shixiang Shane Gu +12 · 3 voices · 78 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
- Chain-of-Thought Reasoning Without Prompting
2024/02/15 by Xuezhi Wang, Denny Zhou, Wang, Xuezhi +1 · 6 voices · 42 citations
Computer Science · #Logic, Reasoning, and Knowledge #cs.CL
- Self-Consistency Improves Chain of Thought Reasoning in Language Models
2022/03/21 by Xuezhi Wang, Wang, Xuezhi, Wei, Jason +9 · 977 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
- PaLM: Scaling Language Modeling with Pathways
2022/04/05 by Aakanksha Chowdhery, Chowdhery, Aakanksha, Sharan Narang +129 · 397 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Scaling Instruction-Finetuned Language Models
2022/10/20 by Hyung Won Chung, Chung, Hyung Won, Le Hou +62 · 239 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 · 163 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
- Large Language Models as Tool Makers
2023/05/26 by Tianle Cai, Cai, Tianle, Xuezhi Wang +7 · 2 voices · 28 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG #stat.ML
- Language Models are Multilingual Chain-of-Thought Reasoners
2022/10/06 by Freda Shi, Shi, Freda, Mirac Süzgün +20 · 60 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 #Text Readability and Simplification #Topic Modeling
- FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation
2023/10/05 by Tu Vu, Mohit Iyyer, Vu, Tu +19 · 3 voices · 40 citations
#cs.CL
- Universal Self-Consistency for Large Language Model Generation
2023/11/29 by Xinyun Chen, Renat Aksitov, Chen, Xinyun +17 · 41 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Measuring and Reducing Gendered Correlations in Pre-trained Models
2020/10/12 by Kellie Webster, Xuezhi Wang, Webster, Kellie +13 · 20 citations
Social Sciences · #Ethics and Social Impacts of AI #Artificial Intelligence in Law
- Grammar Prompting for Domain-Specific Language Generation with Large Language Models
2023/05/30 by Bailin Wang, Wang, Bailin, Zi Wang +9 · 2 voices · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- Fairness without Demographics through Adversarially Reweighted Learning
2020/06/23 by Preethi Lahoti, Lahoti, Preethi, Alex Beutel +13 · 13 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Transformers Can Achieve Length Generalization But Not Robustly
2024/02/14 by Yongchao Zhou, Zhou, Yongchao, Uri Alon +9 · 15 citations
Computer Science · #Neural Networks and Applications
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Gemini Team, Rohan Anil, 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
- Premise Order Matters in Reasoning with Large Language Models
2024/02/14 by Xinyun Chen, Chen, Xinyun, Ryan A. Chi +5 · 1 voice · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #cs.AI #cs.CL
- Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models
2021/10/14 by Tianlu Wang, Wang, Tianlu, Rohit Sridhar +5 · 6 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- BioRAG: A RAG-LLM Framework for Biological Question Reasoning
2024/08/02 by Chengrui Wang, Qingqing Long, Wang, Chengrui +13 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- COMAE: COMprehensive Attribute Exploration for Zero-shot Hashing
2024/02/26 by Li, Yuqi, Qingqing Long, Long, Qingqing +10 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- TEMPERA: Test-Time Prompting via Reinforcement Learning
2022/11/21 by Tianjun Zhang, Xuezhi Wang, Zhang, Tianjun +7 · 4 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Measuring Recommender System Effects with Simulated Users
2021/01/12 by Sirui Yao, Yao, Sirui, Yoni Halpern +15 · 3 citations
Computer Science · Decision Sciences · Business, Management and Accounting · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research #Consumer Market Behavior and Pricing
- Evaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Information
2021/02/16 by Pranjal Awasthi, Alex Beutel, Awasthi, Pranjal +7 · 3 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- Rationale-Augmented Ensembles in Language Models
2022/07/02 by Xuezhi Wang, Wang, Xuezhi, Dale Schuurmans +8 · 2 citations
Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Advanced Text Analysis Techniques
- Quantum diamond magnetometry for navigation in GNSS denied environments
2023/02/13 by Xuezhi Wang, Wang, Xuezhi, Wenchao Li +13 · 2 citations
Engineering · #FOS: Mathematics #GNSS positioning and interference #Indoor and Outdoor Localization Technologies #Inertial Sensor and Navigation #Optimization and Control (math.OC)
- CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation
2020/10/05 by Tianlu Wang, Xuezhi Wang, Wang, Tianlu +13 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Topic Modeling
- What Are Effective Labels for Augmented Data? Improving Calibration and Robustness with AutoLabel
2023/02/22 by Yao Qin, Qin, Yao, Xuezhi Wang +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG) #Machine Learning and Data Classification
- SciRerankBench: Benchmarking Rerankers Towards Scientific Retrieval-Augmented Generated LLMs
2025/08/12 by Haotian Chen, Chen, Haotian, Qingqing Long +15 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Advanced Text Analysis Techniques