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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

Composed Video Retrieval via Enriched Context and Discriminative Embeddings CVPR 2024
Measuring and Modifying the Readability of English Texts with GPT-4 EMNLP 2024
NootNoot At SemEval-2024 Task 6: Hallucinations and Related Observable Overgeneration Mistakes Detection SEMEVAL 2024
Unified Embeddings for Multimodal Retrieval via Frozen LLMs EACL 2024
Self-Training Large Language and Vision Assistant for Medical Question Answering EMNLP 2024
TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning EMNLP 2024
Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models EMNLP 2024
An LLM-Enabled Knowledge Elicitation and Retrieval Framework for Zero-Shot Cross-Lingual Stance Identification EMNLP 2024
Zero-shot Commonsense Reasoning over Machine Imagination EMNLP 2024
CoMix: A Comprehensive Benchmark for Multi-Task Comic Understanding NIPS 2024
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups EMNLP 2024
Exploring efficient zero-shot synthetic dataset generation for Information Retrieval EACL 2024
Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection EACL 2024
Backtracing: Retrieving the Cause of the Query EACL 2024
Analyzing the Evaluation of Cross-Lingual Knowledge Transfer in Multilingual Language Models EACL 2024
Open-world Multi-label Text Classification with Extremely Weak Supervision EMNLP 2024
Do LLMs Think Fast and Slow? A Causal Study on Sentiment Analysis EMNLP 2024
Are LLMs Good Zero-Shot Fallacy Classifiers? EMNLP 2024
ZegCLIP: Towards Adapting CLIP for Zero-Shot Semantic Segmentation CVPR 2023
Extracting Shopping Interest-Related Product Types from the Web ACL 2023
Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training ICCV 2023
Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations ICCV 2023
Why Is Prompt Tuning for Vision-Language Models Robust to Noisy Labels? ICCV 2023
Helping Hands: An Object-Aware Ego-Centric Video Recognition Model ICCV 2023
Cultural Concept Adaptation on Multimodal Reasoning EMNLP 2023