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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

Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model ACL 2024
Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding ACL 2024
Self-Augmented In-Context Learning for Unsupervised Word Translation ACL 2024
IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus ACL 2024
Meta-Tuning LLMs to Leverage Lexical Knowledge for Generalizable Language Style Understanding ACL 2024
VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild ACL 2024
Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German Varieties EACL 2024
Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon EACL 2024
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects EACL 2024
LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language Models EACL 2024
Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection NIPS 2024
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark EMNLP 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction EMNLP 2024
Experimental Contexts Can Facilitate Robust Semantic Property Inference in Language Models, but Inconsistently EMNLP 2024
Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation NIPS 2024
ColorSwap: A Color and Word Order Dataset for Multimodal Evaluation ACL 2024
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ACL 2024
InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers ACL 2024
Mitigating Biases for Instruction-following Language Models via Bias Neurons Elimination ACL 2024
OLIVE: Object Level In-Context Visual Embeddings ACL 2024
Improving Event Definition Following For Zero-Shot Event Detection ACL 2024
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization NIPS 2024
GAMap: Zero-Shot Object Goal Navigation with Multi-Scale Geometric-Affordance Guidance NIPS 2024
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning NIPS 2024
VerbCLIP: Improving Verb Understanding in Vision-Language Models with Compositional Structures ACL 2024