conftrace_

few-shot learning

3390 papers

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Also known as

ICL FSL FSAS FSED FSOD FSSL FSR FSC FFG FSAC FEW-SHOT FSCD FSIG FLAD FSCIL FSS FSRE FSIL CDFSL FS-XLT

Co-occurring keywords

large language model (12755) zero-shot learning (3637) transfer learning (5442) in-context learning (1369) text classification (6776) domain adaptation (4578) prompt engineering (1128) language model (4573) representation learning (6174) contrastive learning (3979)

Papers

SNIDA: Unlocking Few-Shot Object Detection with Non-linear Semantic Decoupling Augmentation CVPR 2024

One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models CVPR 2024

Rethinking Prior Information Generation with CLIP for Few-Shot Segmentation CVPR 2024

One-Shot Open Affordance Learning with Foundation Models CVPR 2024

Guided Profile Generation Improves Personalization with Large Language Models EMNLP 2024

Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning EMNLP 2024

TOOLVERIFIER: Generalization to New Tools via Self-Verification EMNLP 2024

Personalized Video Comment Generation EMNLP 2024

Continuous Attentive Multimodal Prompt Tuning for Few-Shot Multimodal Sarcasm Detection EMNLP 2024

Exploring the Readiness of Prominent Small Language Models for the Democratization of Financial Literacy EMNLP 2024

Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs EMNLP 2024

Evaluating the fairness of task-adaptive pretraining on unlabeled test data before few-shot text classification EMNLP 2024

Classify First, and Then Extract: Prompt Chaining Technique for Information Extraction EMNLP 2024

Generating Interpretations of Policy Announcements EMNLP 2024

Order Up! Micromanaging Inconsistencies in ChatGPT-4o Text Analyses EMNLP 2024

Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models EMNLP 2024

Hypothesis Generation with Large Language Models EMNLP 2024

TMU-HIT’s Submission for the WMT24 Quality Estimation Shared Task: Is GPT-4 a Good Evaluator for Machine Translation? EMNLP 2024

Yes-MT’s Submission to the Low-Resource Indic Language Translation Shared Task in WMT 2024 EMNLP 2024

Cross-Domain Audio Deepfake Detection: Dataset and Analysis EMNLP 2024

MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive Annotations EMNLP 2024

Integrating Structural Semantic Knowledge for Enhanced Information Extraction Pre-training EMNLP 2024

CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage EMNLP 2024

Memory-Efficient Fine-Tuning of Transformers via Token Selection EMNLP 2024

Instance-Level Dynamic LoRAs Composition for Cross-Task Generalization EMNLP 2024