SLP-P1: Summarization, Language Generation, and Reasoning
Poster
Tue, 5 May, 14:00 - 16:00
Location: Poster Area 28
Session Type: Poster
Track: Speech and Language Processing [SL]
Click the to view the manuscript on IEEE Xplore Open Preview

SLP-P1.1: RECSUM: RECONSTRUCT COMPLEMENTARY AND CONSISTENT INFORMATION IN MULTIPLEX GRAPH FOR UNSUPERVISED SOCIAL SUMMARIZATION
RuiFang He, Lamu Songlang, Tanglong Zhao, Sen Yao, Bo Wang, Xiaohong Li, Tianjin University, China

SLP-P1.2: CAST-ACF: ROBUST GENERATION AND EVALUATION FOR MULTI-GRANULARITY TIMELINE SUMMARIZATION
Yuming Ai, Fang Kong, Soochow University, China

SLP-P1.3: BALANCING REWARDS IN TEXT SUMMARIZATION: MULTI-OBJECTIVE REINFORCEMENT LEARNING VIA HYPERVOLUME OPTIMIZATION
Junjie Song, Yiwen Liu, Dapeng Li, Yin Sun, Shukun Fu, Siqi Chen, Yuji Cao, Li Auto Inc., China

SLP-P1.4: EVA-Score: Evaluating Abstractive Long-form Summarization on Informativeness through Extraction and Validation
Yuchen Fan, Shanghai Jiao Tong University, China; Yazhe Wan, Xin Zhong, Haonan Cheng, Beijing University of Posts and Telecommunications, United Kingdom of Great Britain and Northern Ireland; Ning Ding, Bowen Zhou, Tsinghua University, China

SLP-P1.5: Prism: Few-shot Synthesis of Socratic Questioning Dialogues in Chinese Counseling
Yifan Deng, Jinta Weng, Donghao Li, Yue Hu, Xingsheng Zhang, Yanbing Liu, Institute of Information Engineering, Chinese Academy of Sciences, China; Heyan Huang, School of Computer Science and Technology, Beijing Institute of Technology, China; Jiarui Zhang, Institute of Information Engineering, Chinese Academy of Sciences, China

SLP-P1.6: Demystifying the Roles of LLM Layers in Retrieval, Knowledge, and Reasoning
Xinyuan Song, Emory University, United States of America; Keyu Wang, University of Tuebingen, Germany; PengXiang Li, Beijing Institute of Technology, China; Lu Yin, University of Surrey, United Kingdom of Great Britain and Northern Ireland; Shiwei Liu, ELLIS Institute Tübingen, Germany

SLP-P1.7: KG-TOOLPLAN: KNOWLEDGE GRAPH-GUIDED REASONING FOR EFFICIENT LLM TOOL SELECTION
Yuhua Cheng, Zheng Wan, Chuang Li, PLA Academy of Military Science and Intelligent Gaming and Decision-making Laboratory, China; Senmiao Wang, School of Beijing Normal University, China; Te Ma, Wei Zhao, PLA Academy of Military Science and Intelligent Gaming and Decision-making Laboratory, China

SLP-P1.8: GENERATIVE MULTI-MODAL EXPLAINABLE RECOMMENDATION
Xi Li, Chen Ma, Bozhi Bai, Yaozhong Xiong, Xu Chen, Renmin University of China, China

SLP-P1.9: DYNAMIC EXPLAINABLE RECOMMENDATION WITH MULTI-FEATURE AND PERSONALIZED TEST-TIME INFERENCE
Xi Li, Yaozhong Xiong, Chen Ma, Bozhi Bai, Renmin University of China, China

SLP-P1.10: WEBEXPERT: DOMAIN-AWARE WEB AGENTS WITH CRITIC-GUIDED EXPERT EXPERIENCE FOR HIGH-PRECISION SEARCH
Yuelin Hu, Zhengxue Cheng, Shanghai JiaoTong University, China; Ronghua Wu, Qunshan Gu, Hongwei Hu, AntGroup, China; Wei Liu, Shanghai Maritime University, China; Qiao Liang, Shanghai Tongji University, China; Li Song, Shanghai JiaoTong University, China