Zero-Shot Learning

LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025 LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025 LLM Sensitivity Challenges in Abusive Language Detection: Instruction-Tuned vs. Human Feedback COLING 2025 LLM-TPF: Multiscale Temporal Periodicity-Semantic Fusion LLMs for Time Series Forecasting IJCAI 2025 LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension ICLR 2025 LM-Pub-Quiz: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models NAACL 2025 Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ACL 2025 LogicQA: Logical Anomaly Detection with Vision Language Model Generated Questions ACL 2025 LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning CVPR 2025 LongTail-Swap: benchmarking language models’ abilities on rare words EMNLP 2025 LORD: Large Models Based Opposite Reward Design for Autonomous Driving WACV 2025 Lost in Pronunciation: Detecting Chinese Offensive Language Disguised by Phonetic Cloaking Replacement EMNLP 2025 M2PA: A Multi-Memory Planning Agent for Open Worlds Inspired by Cognitive Theory ACL 2025 Machine Translation Models are Zero-Shot Detectors of Translation Direction ACL 2025 MALAMUTE: A Multilingual, Highly-granular, Template-free, Education-based Probing Dataset ACL 2025 Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images ICLR 2025 Map2Traj: Street Map Piloted Zero-shot Trajectory Generation Method for Wireless Network Optimization IJCAI 2025 Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates EMNLP 2025 Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion ICCV 2025 MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer ICLR 2025 MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual Translation ICCV 2025 MCS-Bench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in Chinese Classical Studies ACL 2025 Measuring Gender Bias in Language Models in Farsi ACL 2025 MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models ICLR 2025 Metadata Generation for Research Data from URL Citation Contexts in Scholarly Papers: Task Definition and Dataset Construction AACL 2025