Papers
Utility-Oriented Visual Evidence Selection for Multimodal Retrieval-Augmented Generation
Weiqing Luo, Zongye Hu, Xiao Wang et al.
Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers
Xin Chen, Feng Jiang, Yiqian Zhang et al.
E2EDev: Benchmarking Large Language Models in End-to-End Software Development Task
Jingyao Liu, Chen Huang, Zhizhao Guan et al.
Can LLM Safety Be Ensured by Constraining Parameter Regions?
Zongmin Li, Jian Su, Farah Benamara et al.
S2S-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models
Feng Jiang, Zhiyu Lin, Yiyang Liu et al.
TPS-Bench: Evaluating AI Agents’ Tool Planning & Scheduling Abilities in Compounding Tasks
Hanwen Xu, Xuyao Huang, Yuzhe Liu et al.
Lizard: An Efficient Linearization Framework for Large Language Models
Chien Van Nguyen, Huy Huu Nguyen, Ruiyi Zhang et al.
TrustTable: A Neuro-Symbolic Auditing Framework for Faithful Table QA
Guangzhen Zhao, Dechang Kong, Tongyu Wu et al.
From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability
Qingqing Yang, Haijiang Liu, Moyan Li
WSDPO: A Generative Word Sense Disambiguation Framework with Chain-of-Thought and Preference Optimization
Kunpeng Kang, Shuaimin Li, Kaiyuan Zhang et al.
MoRI: Learning Motivation-Grounded Reasoning for Scientific Ideation in Large Language Models
Chenyang Gu, Jiahao Cheng, Meicong Zhang et al.
SOAPTriage: SOAP-Guided Multi-View Clinical Text Modeling Framework for Automated ESI Prediction
Enming Wang, Jianlei Wang, Xueping Peng et al.
What Deserves Memory: Adaptive Memory Distillation for LLM Agents
Wenquan Ma, Jiayan Nan, WenLong Wu
ScholaWrite: A Dataset of End-to-End Scholarly Writing
Khanh Chi Le, Linghe Wang, Minhwa Lee et al.
Towards Intrinsic Interpretability of Large Language Models: A Survey of Design Principles and Architectures
Yutong Gao, Qinglin Meng, Yuan Zhou et al.
L2Dir: Integrating L_2-Norm and Directional Alignment for Unsupervised Contrastive Representation Learning in Multimodal Retrieval
Tianyu Zong, Rui Dai, Hongzhu Yi et al.
ATGL: An Adaptive-Threshold Global Loss for Document-level Relation Extraction
Huangming Xu, Fu Zhang, Zhixuan Yang et al.
New Terms, New Toxicity: Consensus-based Chinese Neologism Toxicity Detection via Search-Augmented LLMs
Shiyao Cui, QingLin Zhang, Di Wang et al.
CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data
Zeyu Zhang, Kexuan Sun, Zheng Tang et al.
GAM: Hierarchical Graph-based Agentic Memory for LLM Agents
Zhaofen Wu, Hanrong Zhang, Fulin Lin et al.
RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning
Xiang Gao, Yuguang Yao, Qi Zhang et al.
DRInQ: Evaluating Conversational Implicature with Controlled Context Variation
Hirona Jacqueline Arai, Xiang Ren