Ziji Zhang

1. When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs
   2025/05/16 by Xiaomin Li, Zhou Yu, Li, Xiaomin +13 · 2 voices · 23 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text Readability and Simplification #Topic Modeling #cs.CL
2. Correlation-Aware Mutual Learning for Semi-supervised Medical Image Segmentation
   2023/07/12 by Shengbo Gao, Gao, Shengbo, Ziji Zhang +7 · 10 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
3. DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems
   2024/11/01 by Aman Gupta, Gupta, Aman, Ziji Zhang +8 · 6 citations
   Computer Science · #Speech and dialogue systems #Multi-Agent Systems and Negotiation #AI in Service Interactions
4. PATCorrect: Non-autoregressive Phoneme-augmented Transformer for ASR Error Correction
   2023/02/10 by Ziji Zhang, Zhang, Ziji, Zhehui Wang +7 · 2 citations
   Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Speech and dialogue systems
5. Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs
   2025/02/28 by Xiaomin Li, Li, Xiaomin, Yu Zhou +11 · 5 citations
   Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques
6. Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training
   2025/09/03 by Chenlu Ye, Yu Zhou, Ye, Chenlu +13 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Machine Learning and Data Classification