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Shuohang Wang

  1. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
    2024/04/22 by Marah Abdin, Abdin, Marah, Jyoti Aneja +262 · 8 voices · 308 citations
    Computer Science · #Computational Physics and Python Applications
  2. Reinforcement Learning for Reasoning in Large Language Models with One Training Example
    2025/04/29 by Yiping Wang, Wang, Yiping, Qing Yang +27 · 5 voices · 79 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
  3. G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
    2023/03/29 by Yang Liu, Liu, Yang, Dan Iter +9 · 302 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  4. Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
    2025/03/03 by Microsoft, :, Abdelrahman Abouelenin +147 · 144 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
  5. Multi-LoRA Composition for Image Generation
    2024/02/26 by Ming Zhong, Yelong Shen, Zhong, Ming +15 · 1 voice · 16 citations
    Computer Science · Engineering · #Medical Image Segmentation Techniques #Robotics and Sensor-Based Localization
  6. PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents
    2023/05/23 by Simeng Sun, Sun, Simeng, Yang Liu +7 · 1 voice · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.CL
  7. Generate rather than Retrieve: Large Language Models are Strong Context Generators
    2022/09/21 by Wenhao Yu, Yu, Wenhao, Dan Iter +15 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  8. An Empirical Study of Training End-to-End Vision-and-Language Transformers
    2021/11/03 by Zi-Yi Dou, Yichong Xu, Dou, Zi-Yi +21 · 11 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  9. Small Models are Valuable Plug-ins for Large Language Models
    2023/05/15 by Canwen Xu, Yichong Xu, Xu, Canwen +9 · 1 voice · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
  10. Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space
    2025/05/21 by Zhen Zhang, Xinyi He, Zhang, Zhen +13 · 29 citations
    Business, Management and Accounting · Engineering · #Collaboration in agile enterprises #Scheduling and Optimization Algorithms
  11. R3: Reinforced Reader-Ranker for Open-Domain Question Answering
    2017/08/31 by Shuohang Wang, Mo Yu, Wang, Shuohang +17 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  12. Self-Exploring Language Models: Active Preference Elicitation for Online Alignment
    2024/05/29 by Shenao Zhang, Donghan Yu, Zhang, Shenao +13 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
  13. Contrastive Distillation on Intermediate Representations for Language Model Compression
    2020/09/29 by Siqi Sun, Sun, Siqi, Zhe Gan +9 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  14. A Compare-Aggregate Model for Matching Text Sequences
    2016/11/06 by Shuohang Wang, Wang, Shuohang, Jing Jiang +1 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  15. InfoBERT: Improving Robustness of Language Models from An Information\n Theoretic Perspective
    2020/10/05 by Boxin Wang, Wang, Boxin, Shuohang Wang +11 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  16. LoRC: Low-Rank Compression for LLMs KV Cache with a Progressive Compression Strategy
    2024/10/04 by Rongzhi Zhang, K. Wang, Zhang, Rongzhi +11 · 8 citations
    Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  17. LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval
    2021/03/16 by Siqi Sun, Yen-Chun Chen, Sun, Siqi +9 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  18. Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math
    2025/04/30 by Haoran Xu, Baolin Peng, Xu, Haoran +25 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  19. EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets
    2020/12/31 by Xiaohan Chen, Chen, Xiaohan, Yu Cheng +9 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation
    2024/12/17 by Yiping Wang, Wang, Yiping, Xuehai He +13 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence in Games #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation #Video Analysis and Summarization
  21. 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
  22. In-Context Demonstration Selection with Cross Entropy Difference
    2023/05/24 by Dan Iter, Reid Pryzant, Iter, Dan +11 · 3 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
  23. Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models
    2023/10/19 by Zhihan Zhang, Zhang, Zhihan, Shuohang Wang +15 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  24. What does BERT Learn from Multiple-Choice Reading Comprehension Datasets?
    2019/10/28 by Chenglei Si, Si, Chenglei, Shuohang Wang +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  25. The Elastic Lottery Ticket Hypothesis
    2021/03/30 by Xiaohan Chen, Yu Cheng, Chen, Xiaohan +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #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) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  26. Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation
    2024/10/14 by Siru Ouyang, Shuohang Wang, Ouyang, Siru +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural Networks and Applications
  27. Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
    2025/07/09 by Liliang Ren, Congcong Chen, Ren, Liliang +23 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  28. Mojito: Motion Trajectory and Intensity Control for Video Generation
    2024/12/12 by Xuehai He, Shuohang Wang, He, Xuehai +17 · 2 citations
    Computer Science · Engineering · Social Sciences · #Advanced Vision and Imaging #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Multimedia Communication and Technology
  29. T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack
    2019/12/22 by Boxin Wang, Wang, Boxin, Hengzhi Pei +9 · 1 citation
    Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Hate Speech and Cyberbullying Detection