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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

Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing AAAI 2024
Task Contamination: Language Models May Not Be Few-Shot Anymore AAAI 2024
SpeAr: A Spectral Approach for Zero-Shot Node Classification NIPS 2024
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NIPS 2024
Policy Learning from Tutorial Books via Understanding, Rehearsing and Introspecting NIPS 2024
Text-Aware Diffusion for Policy Learning NIPS 2024
Masked Pre-training Enables Universal Zero-shot Denoiser NIPS 2024
PromptFix: You Prompt and We Fix the Photo NIPS 2024
Zero-shot Image Editing with Reference Imitation NIPS 2024
Table Question Answering for Low-resourced Indic Languages EMNLP 2024
LLMs Are Zero-Shot Context-Aware Simultaneous Translators EMNLP 2024
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments EMNLP 2024
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment EMNLP 2024
FuseGen: PLM Fusion for Data-generation based Zero-shot Learning EMNLP 2024
Evaluating Large Language Models via Linguistic Profiling EMNLP 2024
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection EMNLP 2024
M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP 2024
AlignCap: Aligning Speech Emotion Captioning to Human Preferences EMNLP 2024
Visual Prompting in LLMs for Enhancing Emotion Recognition EMNLP 2024
SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics EMNLP 2024
Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models EMNLP 2024
Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment EMNLP 2024
Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding EMNLP 2024
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction EMNLP 2024
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024