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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models EMNLP 2024
CELLO: Causal Evaluation of Large Vision-Language Models EMNLP 2024
Training-free Deep Concept Injection Enables Language Models for Video Question Answering EMNLP 2024
ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering EMNLP 2024
Advancing Cross-Lingual Entity Alignment with Large Language Models: Tailored Sample Segmentation and Zero-Shot Prompts EMNLP 2024
Large Language Models are Students at Various Levels: Zero-shot Question Difficulty Estimation EMNLP 2024
Detecting Temporal Ambiguity in Questions EMNLP 2024
VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis EMNLP 2024
An LLM-Enabled Knowledge Elicitation and Retrieval Framework for Zero-Shot Cross-Lingual Stance Identification EMNLP 2024
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models EMNLP 2024
Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting EMNLP 2024
“What is the value of templates?” Rethinking Document Information Extraction Datasets for LLMs EMNLP 2024
What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models 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
MemeCLIP: Leveraging CLIP Representations for Multimodal Meme Classification EMNLP 2024
Transferability of Syntax-Aware Graph Neural Networks in Zero-Shot Cross-Lingual Semantic Role Labeling EMNLP 2024
Do LLMs Think Fast and Slow? A Causal Study on Sentiment Analysis EMNLP 2024
Enhancing Fine-Grained Image Classifications via Cascaded Vision Language Models EMNLP 2024
LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English EMNLP 2024
PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation CVPR 2024
Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence CVPR 2024
Exploring Orthogonality in Open World Object Detection CVPR 2024
ZeroShape: Regression-based Zero-shot Shape Reconstruction CVPR 2024
Unified Language-driven Zero-shot Domain Adaptation CVPR 2024