zero-shot learning

Mitigating Hallucinated Translations in Large Language Models with Hallucination-focused Preference Optimization NAACL 2025 Mitigating Label Length Bias in Large Language Models IJCNLP 2025 Mitigating Spurious Correlations in Zero-Shot Multimodal Models ICLR 2025 MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ACL 2025 MLLM-as-a-Judge for Image Safety without Human Labeling CVPR 2025 MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval COLING 2025 MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs ICLR 2025 MM-Mixing: Multi-Modal Mixing Alignment for 3D Understanding AAAI 2025 MMPlanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning EMNLP 2025 MMTEB: Massive Multilingual Text Embedding Benchmark ICLR 2025 Model-Based Ranking of Source Languages for Zero-Shot Cross-Lingual Transfer EMNLP 2025 Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning ICLR 2025 Modeling North African Dialects from Standard Languages EMNLP 2025 Molecular String Representation Preferences in Pretrained LLMs: A Comparative Study in Zero- & Few-Shot Molecular Property Prediction EMNLP 2025 MonoMobility: Zero-Shot 3D Mobility Analysis from Monocular Videos ICCV 2025 MonSTeR: a Unified Model for Motion, Scene, Text Retrieval ICCV 2025 MotionDiff: Training-free Zero-shot Interactive Motion Editing via Flow-assisted Multi-view Diffusion ICCV 2025 Motion-Zero: A Zero-Shot Trajectory Control Framework of Moving Object for Diffusion-Based Video Generation AAAI 2025 MPVStance: Mitigating Hallucinations in Stance Detection with Multi-Perspective Verification ACL 2025 MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning ICCV 2025 Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models ICCV 2025 Multi-lingual and Zero-Shot Speech Recognition by Incorporating Classification of Language-Independent Articulatory Features Interspeech 2025 Multilingual Definition Modeling ACL 2025 Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Cross-Lingual Transfer in Sense-Aware Tasks EMNLP 2025 Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality Gap ICLR 2025