SLP-L22: Knowledge Graphs and Knowledge-Augmented Reasoning for LLMs
Oral
Fri, 8 May, 14:00 - 16:00
Location: Room 133+134
Session Type: Oral
Track: Speech and Language Processing [SL]
Click the to view the manuscript on IEEE Xplore Open Preview
Fri, 8 May, 14:00 - 14:20

SLP-L22.1: Simple Aggregation Is Not Enough: Temporal Knowledge Graph Forecasting via Decentralized Multi-Chain Reasoning
Rikui Huang, Shengzhe Zhang, Xiaoye Qu, Wei Wei, Huazhong University of Science and Technology, China
Fri, 8 May, 14:20 - 14:40

SLP-L22.2: TTCE: TRACING TIME CYCLES FOR TEMPORAL KNOWLEDGE GRAPH EMBEDDINGS
Qianlin Jiang, Xiangdong Su, Guanglai Gao, 内蒙古大学, China
Fri, 8 May, 14:40 - 15:00

SLP-L22.3: ICRE-COT: A RETRIEVAL-REVISED TWO-STAGE RANKING FRAMEWORK FOR LLM-BASED KNOWLEDGE GRAPH COMPLETION
Tong Shen, Fu Zhang, Hongzhi Chen, Northeastern University, China; Wenfang Wu, University of Goettingen, Germany; Jingwei Cheng, Northeastern University, China; Xiaoming Fu, University of Goettingen, Germany
Fri, 8 May, 15:00 - 15:20

SLP-L22.4: ENTITY ALIGNMENT AND STRUCTURAL PERTURBATION FOR COMMONSENSE KNOWLEDGE GRAPH REASONING
Hongzhi Chen, Fu Zhang, Xiaoke Wang, Tong Shen, Yiwen Chi, Jiashun Peng, Jingwei Cheng, Northeastern University, China
Fri, 8 May, 15:20 - 15:40

SLP-L22.5: KNOWLEDGE EDITING WITH DEMONSTRATION SELECTION FOR MULTI-HOP QUESTION ANSWERING
Haiyang Zhao, Jiyong Li, SUN YAT-SEN UNIVERSITY, China; Chaohong Tan, Guangxi Key Laboratory of Digital Infrastructure, Guangxi Zhuang Autonomous Region Information Center, Nanning 530000, China, China; Emine Yilmaz, University College London, United Kingdom of Great Britain and Northern Ireland; Shangsong Liang, SUN YAT-SEN UNIVERSITY, China
Fri, 8 May, 15:40 - 16:00

SLP-L22.6: EDITMEM: ENHANCING MULTI-HOP FACT VERIFICATION VIA EDITABLE MEMORY
Yuqing Lan, Zhenghao Liu, Yu Gu, Ge Yu, Northeastern University, China