Papers
ProtoVQA: An Adaptable Prototypical Framework for Explainable Fine-Grained Visual Question Answering
Xingjian Diao, Weiyi Wu, Keyi Kong et al.
IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents
Hengyu An, Jinghuai Zhang, Tianyu Du et al.
On Relation-Specific Neurons in Large Language Models
Yihong Liu, Runsheng Chen, Lea Hirlimann et al.
LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL
Yihan Wang, Peiyu Liu, Xin Yang
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
Zekun Xi, Wenbiao Yin, Jizhan Fang et al.
Refusal-Aware Red Teaming: Exposing Inconsistency in Safety Evaluations
Yongkang Chen, Xiaohu Du, Xiaotian Zou et al.
EQA-RM: A Generative Embodied Reward Model with Test-time Scaling
Yuhang Chen, Zhen Tan, Tianlong Chen
Parallel Continuous Chain-of-Thought with Jacobi Iteration
Haoyi Wu, Zhihao Teng, Kewei Tu
SLoW: Select Low-frequency Words! Automatic Dictionary Selection for Translation on Large Language Models
Hongyuan Lu, Zixuan Li, Zefan Zhang et al.
Towards General-Domain Word Sense Disambiguation: Distilling Large Language Model into Compact Disambiguator
Liqiang Ming, Sheng-hua Zhong, Yuncong Li
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning
Wenbin Hu, Haoran Li, Huihao Jing et al.
TracSum: A New Benchmark for Aspect-Based Summarization with Sentence-Level Traceability in Medical Domain
Bohao Chu, Meijie Li, Sameh Frihat et al.
EMNLP: Educator-role Moral and Normative Large Language Models Profiling
Yilin Jiang, Mingzi Zhang, Sheng Jin et al.
Automating Steering for Safe Multimodal Large Language Models
Lyucheng Wu, Mengru Wang, Ziwen Xu et al.
Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey
Tianxin Xie, Yan Rong, Pengfei Zhang et al.
TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration
Yanshu Li, Jianjiang Yang, Tian Yun et al.
Theorem-Validated Reverse Chain-of-Thought Problem Generation for Geometric Reasoning
Deng Linger, Linghao Zhu, Yuliang Liu et al.
PAFT: Prompt-Agnostic Fine-Tuning
Chenxing Wei, Mingwen Ou, Ying He et al.
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation
Zhenyi Shen, Hanqi Yan, Linhai Zhang et al.
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness
Junsheng Huang, Zhitao He, Yuchen Huang et al.
SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering
Kaiyue Feng, Siyue Zhang, Bingsen Chen et al.
Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models
Yilong Xu, Jinhua Gao, Xiaoming Yu et al.
PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization
Ruoxi Cheng, Yizhong Ding, Shuirong Cao et al.
Emotion Transfer with Enhanced Prototype for Unseen Emotion Recognition in Conversation
Kun Peng, Cong Cao, Hao Peng et al.
T-MAD: Target-driven Multimodal Alignment for Stance Detection
ZhaoDan Zhang, Jin Zhang, Xueqi Cheng et al.