SLP-P16: Document Classification, Retrieval, and Keyphrase Extraction
Poster
Wed, 6 May, 09:00 - 11:00
Location: Poster Area 30
Session Type: Poster
Session Co-Chairs: Xie Chen, Shanghai Jiao Tong University and Jen-Tzung Chien, National Yang Ming Chiao Tung University
Track: Speech and Language Processing [SL]
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SLP-P16.1: Decomposing Multilingual Representations: How Scale, Architecture, and Data Shape Functional Specialization
Zeqiang Wang, University of Surrey, United Kingdom of Great Britain and Northern Ireland; Xinyue Wu, Washington State University, United States of America; Chenxi Li, University of Oxford, United Kingdom of Great Britain and Northern Ireland; Yuqi Wang, Shanghai Jiao Tong University, China; Zixi Chen, New York University Shanghai, China; Jon Johnson, University College London, United Kingdom of Great Britain and Northern Ireland; Suparna De, University of Surrey, United Kingdom of Great Britain and Northern Ireland

SLP-P16.2: A Data-Centric Framework for Scientific Natural Language Inference via LLM-Driven Information-Theoretic Augmentation
Zhenrong Cheng, Peking University, China; Hengyi Cai, Chinese Academy of Sciences, China; Hao Sun, Peking University, China; yuchen li, Yan Zhang, Shanghai Jiaotong University, China

SLP-P16.3: RAPTM: Retrieval-Augmented Prompting for Short-Text Topic Modeling
Rui Wang, Ziang Li, Shiyu Sun, Guozi Sun, Haiping Huang, Nanjing University of Posts and Telecommunications, China; Jialin Yu, University of Oxford, United Kingdom of Great Britain and Northern Ireland; Yuxiang Zhou, Queen Mary University of London, United Kingdom of Great Britain and Northern Ireland; Philip Torr, University of Oxford, United Kingdom of Great Britain and Northern Ireland

SLP-P16.4: LATENT SPACE ORTHONORMALIZATION FOR HYPER-FINETUNING OF LANGUAGE MODELS
Savas Ozkan, Taha Ceritli, Andrea Maracani, Junyi Zhu, Sinan Mutlu, Mete Ozay, Samsung Research UK, United Kingdom of Great Britain and Northern Ireland

SLP-P16.5: SVPO: A LLM REINFORCEMENT LEARNING METHOD BASED ON STEPWISE VALUE ESTIMATION
Zinan Zeng, Zhenyu Ding, Bo Zhang, Mingyang Wan, Caigui Jiang, Ning Ding, Xi'an Jiaotong University, China

SLP-P16.6: TCSST: A TEMPORAL KNOWLEDGE GRAPH EMBEDDING MODEL BASED ON SPACE SPIRAL TIMELINE
Tianchi Wang, Jinlong Yang, Jianjun Liu, Jiangnan University, China; Honggang Liu, Fudan University, China

SLP-P16.7: SoGRE: Boosting Logical Reasoning of LLMs via Solver-Guided Reasoning Enhancement
Zhaohui Wang, Lingfeng Zhang, Min Zhang, Qin Li, Min Zhang, East China Normal University, China

SLP-P16.8: RELALIGN: LLM-BASED RELATION-FOCUSED CONTRASTIVE PRE-TRAINING AND ALIGNMENT FOR OPEN RELATION EXTRACTION
Chenlong Zhang, Lingxiao Lin, Yuan Rao, Xi'an Jiaotong University, China

SLP-P16.9: ROLE-RL: ONLINE LONG-CONTEXT PROCESSING WITH ROLE REINFORCEMENT LEARNING FOR MULTIPLE LLMS IN THEIR OPTIMAL ROLES
Lewei He, Pengran Huang, South China Normal University, China; Tianyu Shi, University of Toronto, Canada; Jingcong Li, South China Normal University, China; Qianglong Chen, Zhejiang University, China; Jiahui Pan, South China Normal University, China

SLP-P16.10: Attn-Defense: Attention-Guided Detection, Location and Removal for Indirect Prompt Injection
Ziyang Zhang, Yuechen Lin, Xuanxuan An, Mingyang Wan, Caigui Jiang, Ning Ding, State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, China, China