Papers
DefGen-Bench: A Benchmark for Chinese Criminal Defence Opinion Generation in LegalAI
Senbo Zhang, Qiqi Wang, Fanghao Lou et al.
LCMA-SRT: Language-Conditional Mixture-of-Experts Adapters for Joint Multilingual Speech Recognition and Translation
Nanjie Li, Xiaoyong Guo, Hao Huang et al.
Where the Cat Sat: A Multilingual Framework for Spatial Language Understanding
Demian Inostroza, Ekaterina Vylomova, Charles Kemp et al.
SAME: Safety-Aware Model Editing Guided by Safety Transformation
Jiayi Wang, Shipeng Wang, Ji Wu et al.
Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models
Chien Van Nguyen, Ryan A. Rossi, Linh Ngo Van et al.
DiningBench: A Hierarchical Multi-view Benchmark for Perception and Reasoning in the Dietary Domain
Song Jin, Juntian Zhang, Xun Zhang et al.
Gated Tree Cross-Attention for Checkpoint-Compatible Syntax Injection in Decoder-Only LLMs
Xinyu Gao, Shaonan Wang, Nai Ding
LeLoRA: Learnable Low-Rank Adaptation of Large Language Models
Xiaoling Zhou, Mingjie Zhang, Zhemg Lee et al.
HyperMem: Hypergraph Memory for Long-Term Conversations
Juwei Yue, Chuanrui Hu, Jiawei Sheng et al.
Specializing Large Models for Oracle Bone Script Interpretation via Component-Grounded Multimodal Knowledge Augmentation
Jianing Zhang, Runan Li, Honglin Pang et al.
Business as Rulesual: A Benchmark and Framework for Business Rule Flow Modeling with LLMs
Chen Yang, Ruping Xu, Ruizhe Li et al.
SOAR: Supervision from Observation for Agentic Reinforcement Learning
Meng Li, Lei Li, Xiting Wang et al.
Reinforcement Learning–Guided Adaptive Tuning for Out-of-Distribution Harmful Text Detection
Mengyu Xiang, Tinghao Chen, Boxu Han et al.
KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering
Zhiyang Li, Ao Ke, Yukun Cao et al.
Mitigating Selection Bias in Large Language Models via Permutation-Aware GRPO
Jinquan Zheng, Jia Yuan, Jiacheng Yao et al.
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