Papers
Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation
Jiaying Wu, Zihang Fu, Haonan Wang et al.
Beyond the Encoder: Joint Encoder-Decoder Contrastive Pre-Training Improves Dense Prediction
Sébastien Quetin, Tapotosh Ghosh, Farhad Maleki
Beyond the Final Actor: Modeling the Dual Roles of Creator and Editor for Fine-Grained LLM-Generated Text Detection
Yang Li, Qiang Sheng, Zhengjia Wang et al.
Beyond the Highlights: Video Retrieval with Salient and Surrounding Contexts
Jaehun Bang, Moon Ye-Bin, Tae-Hyun Oh et al.
Beyond the Horizon: Decoupling Multi-View UAV Action Recognition via Partial Order Transfer
Wenxuan Liu, Zhuo Zhou, Xuemei Jia et al.
Beyond the Last Frame: Process-aware Evaluation for Generative Video Reasoning
Yifan Li, YuKai Gu, Yingqian Min et al.
Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models
Wenxuan Wang, Zizhan Ma, Guo Yu et al.
Beyond the Lower Bound: Bridging Regret Minimization and Best Arm Identification in Lexicographic Bandits
Bo Xue, Yuanyu Wan, Zhichao Lu et al.
Beyond the Mean: Fisher-Orthogonal Projection for Natural Gradient Descent in Large Batch Training
Yishun Lu, Wesley Armour
Beyond the Panorama: Training-Free Hierarchical Perception-Reasoning for Fine-Grained Vision in MLLMs
Xiaoyang Yi, Jing Chen, Li Peng et al.
Beyond the Token: Correcting the Tokenization Bias in XAI via Morphologically-Aligned Projection
Muhammet Anil Yagiz, Fahrettin Horasan
Beyond Timestamps: Bridging Forward and Backward Reasoning in Temporal Numerical and Relational Understanding
Xinying Qian, Ying Zhang, Xuhui Sui et al.
Beyond Tokens: Concept-Level Training Objectives for LLMs
Laya Iyer, Pranav Somani, Alice Guo et al.
Beyond Tokens: Dynamic Latent Reasoning via Semantic Residual Refinement
Fangrui Lv, Lei Wang, Ruixin Hong et al.
Beyond Training-time Poisoning: Component-level and Post-training Backdoors in Deep Reinforcement Learning
Sanyam Vyas, Alberto Caron, Chris Hicks et al.
Beyond Transcription: Mechanistic Interpretability in ASR
Neta Glazer, Yael Segal-Feldman, Hilit Segev et al.
Beyond Transcripts: A Renewed Perspective on Audio Chaptering
Fabian Retkowski, Maike Züfle, Thai Binh Nguyen et al.
Beyond Understanding: Evaluating the Pragmatic Gap in LLMs’ Cultural Processing of Figurative Language
Mena Attia, Aashiq Muhamed, Mai Alkhamissi et al.
Beyond Unified Models: A Service-Oriented Approach to Low Latency, Context Aware Phonemization for Real Time TTS
Mahta Fetrat Qharabagh, Donya Navabi, Zahra Dehghanian et al.
Beyond Value Benchmarks: Measuring Value-Structure Alignment in Large Language Models via Symmetric Q-Sorts
Jingting Zheng, Yuqi Ren, Linhao Yu et al.
Beyond Variance: Knowledge-Aware LLM Compression via Fisher-Aligned Subspace Diagnostics
Ibne Farabi Shihab, Sanjeda Akter, Anuj Sharma
Beyond Verdicts: Evaluating Language Model Moral Competence
Aaron J Snoswell, Daniel Kilov, Seth Lazar
Beyond Wide-Angle Images: Structure-to-Detail Video Portrait Correction via Unsupervised Spatiotemporal Adaptation
Wenbo Nie, Lang Nie, Chunyu Lin et al.
Beyond Word Boundaries: A Hebrew Coreference Benchmark and an Evaluation Protocol for Morphologically Complex Text
Refael Shaked Greenfeld, Reut Tsarfaty
Beyond World Models: Rethinking Understanding in AI Models
Tarun Gupta, Danish Pruthi