Papers
Sample Efficient Alignment Learning With Episodic Control
Van Dai Do, Quan Hung Tran, Ahmed Kirmani et al.
Assessing Socio-Cultural Alignment and Technical Safety of Sovereign LLMs
Kyubyung Chae, Gihoon Kim, Gyuseong Lee et al.
Text or Pixels? Evaluating Efficiency and Understanding of LLMs with Visual Text Inputs
Yanhong Li, Zixuan Lan, Jiawei Zhou
NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks
Aritra Dutta, Swapnanil Mukherjee, Deepanway Ghosal et al.
Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM
Dingjie Song, Sicheng Lai, Mingxuan Wang et al.
‘Hello, World!’: Making GNNs Talk with LLMs
Sunwoo Kim, Soo Yong Lee, Jaemin Yoo et al.
R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning
Yuan Li, Qi Luo, Xiaonan Li et al.
DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding
Zhu Wang, Homaira Huda Shomee, Sathya N. Ravi et al.
CultureSynth: A Hierarchical Taxonomy-Guided and Retrieval-Augmented Framework for Cultural Question-Answer Synthesis
Xinyu Zhang, Pei Zhang, Shuang Luo et al.
Accelerating LLM Reasoning via Early Rejection with Partial Reward Modeling
Seyyed Saeid Cheshmi, Azal Ahmad Khan, Xinran Wang et al.
XL-Suite: Cross-Lingual Synthetic Training and Evaluation Data for Open-Ended Generation
Vivek Iyer, Pinzhen Chen, Ricardo Rei et al.
LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability
Zikai Xiao, Fei Huang, Jianhong Tu et al.
Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models
Jian Jornbowrl Wang, Xiaofei Xie, Qiang Hu et al.
ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models
Zikang Liu, Kun Zhou, Wayne Xin Zhao et al.
NIM: Neuro-symbolic Ideographic Metalanguage for Inclusive Communication
Prawaal Sharma, Poonam Goyal, Navneet Goyal et al.
AdDriftBench: A Benchmark for Detecting Data Drift and Label Drift in Short Video Advertising
Yinghao Song, Xiangji Zeng, Shuai Cui et al.
MediVLM: A Vision Language Model for Radiology Report Generation from Medical Images
Debanjan Goswami, Ronast Subedi, Shayok Chakraborty
CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling
Mingyu Chen, Jingkai Lin, Zhaojie Chu et al.
HighMATH: Evaluating Math Reasoning of Large Language Models in Breadth and Depth
Yan Liu, Minghui Zhang, Bojian Xiong et al.
Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity
Ping Chen, Xiang Liu, Zhaoxiang Liu et al.
MisinfoBench: A Multi-Dimensional Benchmark for Evaluating LLMs’ Resilience to Misinformation
Ye Yang, Donghe Li, Zuchen Li et al.
AIRepr: An Analyst-Inspector Framework for Evaluating Reproducibility of LLMs in Data Science
Qiuhai Zeng, Claire Jin, Xinyue Wang et al.
SOLAR: Serendipity Optimized Language Model Aligned for Recommendation
Zichen Yuan, Lifan Sun, Yucen Zhuang et al.
Learning to Describe Implicit Changes: Noise-robust Pre-training for Image Difference Captioning
Zixin Guo, Jiayang Sun, Tzu-Jui Julius Wang et al.
VQA-Augmented Machine Translation with Cross-Modal Contrastive Learning
Zhihui Zhang, Shiliang Sun, Jing Zhao et al.