Mingqi Gao
- Track Anything: Segment Anything Meets Videos
2023/04/24 by Jinyu Yang, Yang, Jinyu, Mingqi Gao +9 · 28 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
- Caption Anything: Interactive Image Description with Diverse Multimodal Controls
2023/05/04 by Teng Wang, Wang, Teng, Jinrui Zhang +13 · 16 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Human-like Summarization Evaluation with ChatGPT
2023/04/05 by Mingqi Gao, Jie Ruan, Gao, Mingqi +9 · 14 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- LLM-based NLG Evaluation: Current Status and Challenges
2024/02/02 by Mingqi Gao, Xinyu Hu, Gao, Mingqi +7 · 9 citations
Engineering · Health Professions · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems #Quality and Safety in Healthcare
- Are LLM-based Evaluators Confusing NLG Quality Criteria?
2024/02/19 by Xinyu Hu, Mingqi Gao, Hu, Xinyu +11 · 8 citations
Computer Science · Health Professions · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Occupational Health and Safety Research
- Themis: A Reference-free NLG Evaluation Language Model with Flexibility and Interpretability
2024/06/26 by Xinyu Hu, Hu, Xinyu, Lin Li +7 · 8 citations
Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Speech and dialogue systems
- Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP
2023/05/02 by Anya Belz, Belz, Anya, Craig Thomson +81 · 1 voice
Computer Science · #68 #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #cs.CL
- Social Biases in Automatic Evaluation Metrics for NLG
2022/10/17 by Mingqi Gao, Xiaojun Wan, Gao, Mingqi +1 · 1 citation
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
- Exploring the Multilingual NLG Evaluation Abilities of LLM-Based Evaluators
2025/03/06 by Jiayi Chang, Chang, Jiayi, Mingqi Gao +5 · 3 citations
Computer Science · #Topic Modeling #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques
- Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks
2023/05/24 by Pu Xiao, Pu, Xiao, Mingqi Gao +3 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Better than Random: Reliable NLG Human Evaluation with Constrained Active Sampling
2024/06/12 by Jie Ruan, Ruan, Jie, Xiao Pu +7 · 1 citation
Computer Science · Engineering · #Computation and Language (cs.CL) #Control Systems and Identification #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Target Tracking and Data Fusion in Sensor Networks
- OptiScene: LLM-driven Indoor Scene Layout Generation via Scaled Human-aligned Data Synthesis and Multi-Stage Preference Optimization
2025/06/09 by Yubo Yang, Yang, Yixuan, Zhen Luo +12 · 3 citations
Computer Science · Earth and Planetary Sciences · Environmental Science · #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Video Surveillance and Tracking Methods
- OmniReasoner: Thinking with Long Audio-Video via Native Tool Use
2026/07/21 by Yu Chen, Caorui Li, Ziyu Xiong +8
#cs.CV