Zero-Shot Learning

Lightweight Zero-shot Text-to-Speech with Mixture of Adapters Interspeech 2024 Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval EMNLP 2024 Listenable Maps for Zero-Shot Audio Classifiers NeurIPS 2024 ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval ACL 2024 LLaFS: When Large Language Models Meet Few-Shot Segmentation CVPR 2024 LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024 LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination NAACL 2024 LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications NAACL 2024 LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language Models EACL 2024 LLMs Are Zero-Shot Context-Aware Simultaneous Translators EMNLP 2024 LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings NeurIPS 2024 LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors ICLR 2024 LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models NAACL 2024 LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting ACL 2024 M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP 2024 MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification NAACL 2024 Maha Bhaashya at SemEval-2024 Task 6: Zero-Shot Multi-task Hallucination Detection SemEval 2024 MAPLE: Micro Analysis of Pairwise Language Evolution for Few-Shot Claim Verification EACL 2024 MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning NeurIPS 2024 Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching ICLR 2024 Matching Anything by Segmenting Anything CVPR 2024 MeaCap: Memory-Augmented Zero-shot Image Captioning CVPR 2024 Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis ICLR 2024 MemeCLIP: Leveraging CLIP Representations for Multimodal Meme Classification EMNLP 2024 MERA: A Comprehensive LLM Evaluation in Russian ACL 2024