Papers
SWAM: Adaptive Sliding Window and Memory-Augmented Attention Model for Rumor Detection
Mei Guo, Chen Chen, Chunyan Hou et al.
PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides
Hao Zheng, Xinyan Guan, Hao Kong et al.
Warm Up Before You Train: Unlocking General Reasoning in Resource-Constrained Settings
Safal Shrestha, Minwu Kim, Aadim Nepal et al.
Think, Verbalize, then Speak: Bridging Complex Thoughts and Comprehensible Speech
Tony Woo, Sehun Lee, Kang-wook Kim et al.
SHARP: Steering Hallucination in LVLMs via Representation Engineering
Junfei Wu, Yue Ding, Guofan Liu et al.
QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models
Wei Wang, Zhaowei Li, Qi Xu et al.
Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation
Ziling Cheng, Meng Cao, Leila Pishdad et al.
Thought calibration: Efficient and confident test-time scaling
Menghua Wu, Cai Zhou, Stephen Bates et al.
Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models
Wei Wang, Zhaowei Li, Qi Xu et al.
MuCAL: Contrastive Alignment for Preference-Driven KG-to-Text Generation
Yifei Song, Claire Gardent
Process-Supervised Reinforcement Learning for Code Generation
Yufan Ye, Ting Zhang, Wenbin Jiang et al.
Mixture-of-Clustered-Experts: Advancing Expert Specialization and Generalization in Instruction Tuning
Sugyeong Eo, Jung Jun Lee, Chanjun Park et al.
MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs
Yiheng Hu, Xiaoyang Wang, Qing Liu et al.
Towards Optimal Evaluation Efficiency for Large Language Models
Guohong Li, Deyi Xiong
Learning to See through Sound: From VggCaps to Multi2Cap for Richer Automated Audio Captioning
Sangyeon Cho, Mingi Kim, Jinkwon Hwang et al.
ToolSafety: A Comprehensive Dataset for Enhancing Safety in LLM-Based Agent Tool Invocations
Yuejin Xie, Youliang Yuan, Wenxuan Wang et al.
G2: Guided Generation for Enhanced Output Diversity in LLMs
Zhiwen Ruan, Yixia Li, Yefeng Liu et al.
Improve LLM-as-a-Judge Ability as a General Ability
Jiachen Yu, Shaoning Sun, Xiaohui Hu et al.
Retrieval Enhanced Feedback via In-context Neural Error-book
Jongyeop Hyun, Bumsoo Kim
TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning
Xiaohan Yu, Pu Jian, Chong Chen
Vision-Free Retrieval: Rethinking Multimodal Search with Textual Scene Descriptions
Ioanna Ntinou, Alexandros Xenos, Yassine Ouali et al.
MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval
Xixi Wu, Yanchao Tan, Nan Hou et al.
Teaching Your Models to Understand Code via Focal Preference Alignment
Jie Wu, Haoling Li, Xin Zhang et al.
Transparent and Coherent Procedural Mistake Detection
Shane Storks, Itamar Bar-Yossef, Yayuan Li et al.
TVQACML: Benchmarking Text-Centric Visual Question Answering in Multilingual Chinese Minority Languages
Sha Jiu, Yu Weng, Mengxiao Zhu et al.