SLP-P32: Retrieval-Augmented Generation
Poster
Thu, 7 May, 09:00 - 11:00
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-P32.1: DR.Roleplay: Role-play LLM with Direct Preference Optimization and Retrieval-Augmented Generation
Yuchen Yang, Qi Chen, Zhengyuan Pan, Qingqi Hong, Qingqiang Wu, Xiamen university, China

SLP-P32.2: Predict the Retrieval! Test Time Adaptation for Retrieval Augmented Generation
Xin Sun, USTC, China; Zhongqi Chen, antgroup, China; Qiang Liu, Shu Wu, CASIA, China; Bowen Song, Weiqiang Wang, antgroup, China; Zilei Wang, USTC, China; Liang Wang, CASIA, China

SLP-P32.3: QCA-RAG: EFFICIENT RETRIEVAL FOR LLMS VIA QUERY COMPLEXITY AWARENESS
Yuan Zhu, Wuchang Shouyi University, China; Lin Li, Wuhan University of Technology, China; Jianquan Liu, NEC Corporation, Japan; Hongwei Chen, Hubei University of Technology, China; Zexi Chen, Xiaomi Technology (Wuhan) Co., Ltd, China; Liya Xi, Wuchang Shouyi University, China

SLP-P32.4: Inference Scaling in Knowledge Graph Construction for Enhanced Graph-RAG
Junjia Du, Chong Hu, Yuyan Li, Nanyang Technological University, Singapore; Yanzhen Lu, Shanghai Qi Zhi Institute, China; Haoxiang Fu, National University of Singapore, Singapore; Qilin Wang, Yuxin Li, Nanyang Technological University, Singapore

SLP-P32.5: ENHANCING GRAPH-BASED RETRIEVAL-AUGMENTED GENERATION VIA QUERY-AWARE PATH REASONING
Kejun Xue, Xincheng Wang, Donghua University, China; Yongbin Gao, Shanghai University Of Engineering Science, China; Zhijun Fang, Donghua University; Fudan University, China

SLP-P32.6: PERSONAAGENT WITH GRAPHRAG: COMMUNITY-AWARE KNOWLEDGE GRAPHS FOR PERSONALIZED LLM
Siqi Liang, Purdue University, United States of America; Yudi Zhang, Iowa State University, United States of America; Yue Guo, Columbia University, United States of America

SLP-P32.7: MIRAGE: NOISE-AWARE BAYESIAN CALIBRATION WITH MUTUAL INFORMATION FOR RELIABLE RAG
Liangru Xie, Jieyun Cai, Weibin Yang, Xidian University, China; Hong-Ning Dai, Hong Kong Baptist University, Hong Kong; Hao Wang, Xidian University, China

SLP-P32.8: ACTIVEPARAM: SELECTIVE PARAMETERIZATION FOR EFFICIENT AND ROBUST RETRIEVAL-AUGMENTED GENERATION
Siqiang Li, Xifan Liu, Peng Peng, Shouqiang Liu, South China Normal University, China

SLP-P32.9: IM-RACG: INFORMATION DENSITY-BASED ADAPTIVE MASKING STRATEGY FOR RETRIEVAL-AUGMENTED CODE GENERATION
Chuanqi Shi, Miao Gao, Baixuan Li, Yunlong Fan, Zhiqiang Gao, Southeast University, China

SLP-P32.10: Logic-ORiented Retriever Enhancement via Contrastive Learning
Wenxuan Zhang, Yuan-Hao Jiang, Changyong Qi, Rui Jia, Shanghai Institute of Artificial Intelligence for Education, East China Normal University, China, China; Yonghe Wu, Education Technology, East China Normal University, China, China