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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

Toolformer: Language Models Can Teach Themselves to Use Tools NIPS 2023
Large Language Models are Visual Reasoning Coordinators NIPS 2023
Language Is Not All You Need: Aligning Perception with Language Models NIPS 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
UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning ACL 2023
Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation NIPS 2023
Described Object Detection: Liberating Object Detection with Flexible Expressions NIPS 2023
Zero-shot causal learning NIPS 2023
Zero-guidance Segmentation Using Zero Segment Labels ICCV 2023
Zero-shot Approach to Overcome Perturbation Sensitivity of Prompts ACL 2023
From Association to Generation: Text-only Captioning by Unsupervised Cross-modal Mapping IJCAI 2023
Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking ACL 2023
Voice Guard: Protecting Voice Privacy with Strong and Imperceptible Adversarial Perturbation in the Time Domain IJCAI 2023
Mix before Align: Towards Zero-shot Cross-lingual Sentiment Analysis via Soft-Mix and Multi-View Learning INTERSPEECH 2023
In-Context Demonstration Selection with Cross Entropy Difference EMNLP 2023
Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection EMNLP 2023
Harnessing LLMs for Temporal Data - A Study on Explainable Financial Time Series Forecasting EMNLP 2023
Building Real-World Meeting Summarization Systems using Large Language Models: A Practical Perspective EMNLP 2023
Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities EMNLP 2023
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs EMNLP 2023
LLM-driven Instruction Following: Progresses and Concerns EMNLP 2023
Revisiting Classifier: Transferring Vision-Language Models for Video Recognition AAAI 2023
VASR: Visual Analogies of Situation Recognition AAAI 2023
Deconstructed Generation-Based Zero-Shot Model AAAI 2023