Xu Yi‐chong

1. G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
   2023/03/29 by Yang Liu, Dan Iter, Liu, Yang +9 · 476 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
2. Small Models are Valuable Plug-ins for Large Language Models
   2023/05/15 by Canwen Xu, Xu Yi‐chong, Yichong Xu +10 · 1 voice · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
3. REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering
   2022/06/02 by Yuanze Lin, Lin, Yuanze, Yujia Xie +9 · 11 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
4. DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization
   2021/09/06 by Zhong, Ming, Xu Yi‐chong, Liu, Yang +4 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
5. Training Data is More Valuable than You Think: A Simple and Effective\n Method by Retrieving from Training Data
   2022/03/16 by Shuohang Wang, Wang, Shuohang, Xu Yi‐chong +13 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
6. In-Context Demonstration Selection with Cross Entropy Difference
   2023/05/24 by Dan Iter, Reid Pryzant, Iter, Dan +11 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
7. Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models
   2023/10/19 by Zhihan Zhang, Zhang, Zhihan, Shuohang Wang +15 · 4 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
8. Task Compass: Scaling Multi-task Pre-training with Task Prefix
   2022/10/12 by Zhuosheng Zhang, Zhang, Zhuosheng, Shuohang Wang +15 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
9. LMGQS: A Large-scale Dataset for Query-focused Summarization
   2023/05/22 by Ruochen Xu, Song Wang, Xu, Ruochen +13 · 3 citations
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
10. Sparse Modular Activation for Efficient Sequence Modeling
    2023/06/19 by Liliang Ren, Yang Liu, Ren, Liliang +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Topic Modeling
11. Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles
    2022/11/29 by Shuquan Ye, Ye, Shuquan, Yujia Xie +11 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #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
12. i-Code: An Integrative and Composable Multimodal Learning Framework
    2022/05/03 by Ziyi Yang, Yang, Ziyi, Yuwei Fang +37 · 1 citation
    Computer Science · Arts and Humanities · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Subtitles and Audiovisual Media
13. InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT
    2023/05/22 by Xu Yi‐chong, Ruochen Xu, Xu, Yichong +11 · 1 citation
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling