conftrace_

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

Learning Transferable Negative Prompts for Out-of-Distribution Detection CVPR 2024

Any-Shift Prompting for Generalization over Distributions CVPR 2024

UMUTeam at SemEval-2024 Task 6: Leveraging Zero-Shot Learning for Detecting Hallucinations and Related Observable Overgeneration Mistakes NAACL 2024

FtG-CoT at SemEval-2024 Task 9: Solving Sentence Puzzles Using Fine-Tuned Language Models and Zero-Shot CoT Prompting NAACL 2024

MasonTigers at SemEval-2024 Task 9: Solving Puzzles with an Ensemble of Chain-of-Thought Prompts NAACL 2024

MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection NAACL 2024

Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases NIPS 2024

Talking the Talk Does Not Entail Walking the Walk: On the Limits of Large Language Models in Lexical Entailment Recognition EMNLP 2024

Generalization Measures for Zero-Shot Cross-Lingual Transfer EMNLP 2024

Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval EMNLP 2024

Representational Isomorphism and Alignment of Multilingual Large Language Models EMNLP 2024

Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting EMNLP 2024

Lost in Translation: Chemical Language Models and the Misunderstanding of Molecule Structures EMNLP 2024

Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models EMNLP 2024

UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation EMNLP 2024

TCSinger: Zero-Shot Singing Voice Synthesis with Style Transfer and Multi-Level Style Control EMNLP 2024

Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment EMNLP 2024

OST: Refining Text Knowledge with Optimal Spatio-Temporal Descriptor for General Video Recognition CVPR 2024

Physical Property Understanding from Language-Embedded Feature Fields CVPR 2024

CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment CVPR 2024

Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding CVPR 2024

BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning CVPR 2024

Synthesize Diagnose and Optimize: Towards Fine-Grained Vision-Language Understanding CVPR 2024

The Neglected Tails in Vision-Language Models CVPR 2024

Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness CVPR 2024