Zero-Shot Learning

CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot Learning WACV 2024 Can GPT-4 do L2 analytic assessment? NAACL 2024 CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification CVPR 2024 CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages EACL 2024 CLD-MEC at MEDIQA- CORR 2024 Task: GPT-4 Multi-Stage Clinical Chain of Thought Prompting for Medical Errors Detection and Correction NAACL 2024 Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment ACL 2024 Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval AAAI 2024 Commonsense for Zero-Shot Natural Language Video Localization AAAI 2024 Computational Analysis of Dehumanization of Ukrainians on Russian Social Media EACL 2024 Context-based and Diversity-driven Specificity in Compositional Zero-Shot Learning CVPR 2024 CorNav: Autonomous Agent with Self-Corrected Planning for Zero-Shot Vision-and-Language Navigation ACL 2024 CORN: Contact-based Object Representation for Nonprehensile Manipulation of General Unseen Objects ICLR 2024 CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment CVPR 2024 CRCL at SemEval-2024 Task 2: Simple prompt optimizations SemEval 2024 Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition AAAI 2024 Description Boosting for Zero-Shot Entity and Relation Classification ACL 2024 DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative Spectral Diffusion Model CVPR 2024 Discrepancy and Uncertainty Aware Denoising Knowledge Distillation for Zero-Shot Cross-Lingual Named Entity Recognition AAAI 2024 Dual Expert Distillation Network for Generalized Zero-Shot Learning IJCAI 2024 Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models NeurIPS 2024 Enhancing vision-language models for medical imaging: bridging the 3D gap with innovative slice selection NeurIPS 2024 Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations AAAI 2024 Enhancing Zero-Shot Vision Models by Label-Free Prompt Distribution Learning and Bias Correcting NeurIPS 2024 EU DisinfoTest: a Benchmark for Evaluating Language Models’ Ability to Detect Disinformation Narratives EMNLP 2024 Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains EACL 2024