Zero-Shot Learning

Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification ACL 2024 ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models CVPR 2024 Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question? ACL 2024 Assessing Logical Puzzle Solving in Large Language Models: Insights from a Minesweeper Case Study NAACL 2024 Assessing the Effectiveness of GPT-4o in Climate Change Evidence Synthesis and Systematic Assessments: Preliminary Insights ACL 2024 Asymmetric Mutual Alignment for Unsupervised Zero-Shot Sketch-Based Image Retrieval AAAI 2024 A synthetic data approach for domain generalization of NLI models ACL 2024 A Transformer-Based Adaptive Prototype Matching Network for Few-Shot Semantic Segmentation IJCAI 2024 A Two-Agent Game for Zero-shot Relation Triplet Extraction ACL 2024 Automatic Short Answer Grading for Finnish with ChatGPT AAAI 2024 Automatic Subtitling and Subtitle Compression: FBK at the IWSLT 2024 Subtitling track ACL 2024 Automating Qualitative Data Analysis with Large Language Models ACL 2024 AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation NeurIPS 2024 Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations ACL 2024 Back to Optimization: Diffusion-Based Zero-Shot 3D Human Pose Estimation WACV 2024 Basque and Spanish Counter Narrative Generation: Data Creation and Evaluation COLING 2024 Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning ACL 2024 Bayesian Prompt Ensembles: Model Uncertainty Estimation for Black-Box Large Language Models ACL 2024 BELIEVE: Belief-Enhanced Instruction Generation and Augmentation for Zero-Shot Bias Mitigation NAACL 2024 Beyond Seen Primitive Concepts and Attribute-Object Compositional Learning CVPR 2024 Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction ACL 2024 Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection COLING 2024 Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation ACL 2024 Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels NAACL 2024 Blind Zero-Shot Audio Restoration: A Variational Autoencoder Approach for Denoising and Inpainting Interspeech 2024