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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

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
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
Exploring CLIP for Assessing the Look and Feel of Images AAAI 2023
Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization AAAI 2023
MetaZSCIL: A Meta-Learning Approach for Generalized Zero-Shot Class Incremental Learning AAAI 2023
Universal Information Extraction as Unified Semantic Matching AAAI 2023
Self-Instruct: Aligning Language Models with Self-Generated Instructions ACL 2023
Entailment as Robust Self-Learner ACL 2023
Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success) ACL 2023
Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? EACL 2023
Zero-Shot On-the-Fly Event Schema Induction EACL 2023
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking EACL 2023
A Universal Discriminator for Zero-Shot Generalization ACL 2023
Minding Language Models’ (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker ACL 2023
Exploring Lottery Prompts for Pre-trained Language Models ACL 2023
Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning ACL 2023
Team QUST at SemEval-2023 Task 3: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting Online News Genre, Framing and Persuasion Techniques ACL 2023
SemEval-2023 Task 1: Visual Word Sense Disambiguation ACL 2023
Team Bias Busters at WASSA 2023 Empathy, Emotion and Personality Shared Task: Emotion Detection with Generative Pretrained Transformers ACL 2023
Generative Pretrained Transformers for Emotion Detection in a Code-Switching Setting ACL 2023
Ebhaam at SemEval-2023 Task 1: A CLIP-Based Approach for Comparing Cross-modality and Unimodality in Visual Word Sense Disambiguation ACL 2023