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

OTTER: Effortless Label Distribution Adaptation of Zero-shot Models NIPS 2024

Dense Connector for MLLMs NIPS 2024

LG-CAV: Train Any Concept Activation Vector with Language Guidance NIPS 2024

GLBench: A Comprehensive Benchmark for Graph with Large Language Models NIPS 2024

IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS NIPS 2024

Exploiting CLIP for Zero-Shot HOI Detection Requires Knowledge Distillation at Multiple Levels WACV 2024

ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection WACV 2024

Recognition of Unseen Bird Species by Learning From Field Guides WACV 2024

Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors IJCAI 2024

EVE: Efficient Zero-Shot Text-Based Video Editing With Depth Map Guidance and Temporal Consistency Constraints IJCAI 2024

MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models IJCAI 2024

Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models INTERSPEECH 2024

DINO-VITS: Data-Efficient Zero-Shot TTS with Self-Supervised Speaker Verification Loss for Noise Robustness INTERSPEECH 2024

BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language COLING 2024

Benchmarking Large Language Models for Persian: A Preliminary Study Focusing on ChatGPT COLING 2024

BenLLM-Eval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP COLING 2024

Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection COLING 2024

GPT-3.5 for Grammatical Error Correction COLING 2024

Biomedical Concept Normalization over Nested Entities with Partial UMLS Terminology in Russian COLING 2024

Slot and Intent Detection Resources for Bavarian and Lithuanian: Assessing Translations vs Natural Queries to Digital Assistants COLING 2024

Assessing Logical Puzzle Solving in Large Language Models: Insights from a Minesweeper Case Study NAACL 2024

Promptly Predicting Structures: The Return of Inference NAACL 2024

Self-Prompting Large Language Models for Zero-Shot Open-Domain QA NAACL 2024

A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature Reviews NAACL 2024

Toward Interactive Regional Understanding in Vision-Large Language Models NAACL 2024