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zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

RU at WASSA 2024 Shared Task: Task-Aligned Prompt for Predicting Empathy and Distress ACL 2024
Graph Language Models ACL 2024
MERA: A Comprehensive LLM Evaluation in Russian ACL 2024
Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses ACL 2024
Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification ACL 2024
TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks ACL 2024
CorNav: Autonomous Agent with Self-Corrected Planning for Zero-Shot Vision-and-Language Navigation ACL 2024
VerbCLIP: Improving Verb Understanding in Vision-Language Models with Compositional Structures ACL 2024
VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild ACL 2024
Meta-Tuning LLMs to Leverage Lexical Knowledge for Generalizable Language Style Understanding ACL 2024
IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus ACL 2024
Self-Augmented In-Context Learning for Unsupervised Word Translation ACL 2024
Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding ACL 2024
Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model ACL 2024
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering ACL 2024
Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs ACL 2024
LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma ACL 2024
Composed Video Retrieval via Enriched Context and Discriminative Embeddings CVPR 2024
Learning from Observer Gaze: Zero-Shot Attention Prediction Oriented by Human-Object Interaction Recognition CVPR 2024
Lift3D: Zero-Shot Lifting of Any 2D Vision Model to 3D CVPR 2024
DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative Spectral Diffusion Model CVPR 2024
AnyDoor: Zero-shot Object-level Image Customization CVPR 2024
Transductive Zero-Shot and Few-Shot CLIP CVPR 2024
GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation CVPR 2024
Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework CVPR 2024