SLP-L15: Language Generation: Reasoning and Inference
Oral
Thu, 7 May, 14:00 - 16:00
Location: Room 133+134
Session Type: Oral
Track: Speech and Language Processing [SL]
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Thu, 7 May, 14:00 - 14:20

SLP-L15.1: MTEDS: MEMORY AND TIME EFFICIENT SPECULATIVE DECODING WITH DYNAMIC SPARSITY AND BYPASS SCHEDULING
Ying Yang, Songlei Jian, College of Computer Science and Technology, National University of Defense Technology, China; Hang Gao, China Telecom Corporation Limited Guizhou Branch, China; Jianfeng Zhang, Dong Xie, College of Computer Science and Technology, National University of Defense Technology, China
Thu, 7 May, 14:20 - 14:40

SLP-L15.2: MASK-GUIDED BACKTRACK DECODING: ENABLING SELF-CORRECTION IN LLM REASONING
Huijun Lian, Keqi Chen, Zekai Sun, Tianyi Tian, Ziteng He, Yingming Gao, Ya Li, Beijing University of Posts and Telecommunications, China
Thu, 7 May, 14:40 - 15:00

SLP-L15.3: SELF-CHILL: A DIVERGENCE-CONVERGENCE FRAMEWORK FOR MULTI-PATH GENERATION IN LLMS
Yunhao Li, Zhejiang University, China; Yiming Chen, Dingbang Li, Hundsun Inc., China; Wenjin Wang, Yin Zhang, Zhejiang University, China
Thu, 7 May, 15:00 - 15:20

SLP-L15.4: UNIKGLM : A UNIFIED LLM-DRIVEN MULTI-TASK REASONING FRAMEWORK FOR KNOWLEDGE GRAPH COMPLETION
Zixin Jiang, Zhichun Wang, Beijing Normal University, China
Thu, 7 May, 15:20 - 15:40

SLP-L15.5: A MULTI-AGENT SYSTEM FOR ZERO-SHOT CONTROLLABLE IMAGE CAPTIONING
Tiecheng Cai, Fuzhou University, China; Chao Chen, Harbin Institute of Technology (Shenzhen), China; Sibo Ju, Fuzhou University, China; Tong Xu, University of Science and Technology of China, China; Xiangwen Liao, Fuzhou University, China
Thu, 7 May, 15:40 - 16:00

SLP-L15.6: ITDS-SQL: ENHANCING TEXT-TO-SQL PARSING BY IN-CONTEXT LEARNING WITH INFERENCE TIME DATA SYNTHESIS
Jinhang Su, Harbin Institute of Technology (Shenzhen), China; Shaoming Duan, Mindflow.ai, China; Yuhao Zhang, Chuanyi Liu, Peiyi Han, Harbin Institute of Technology (Shenzhen), China