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

Argumentative Stance Prediction: An Exploratory Study on Multimodality and Few-Shot Learning EMNLP 2023

BLP-2023 Task 2: Sentiment Analysis EMNLP 2023

On the utility of enhancing BERT syntactic bias with Token Reordering Pretraining EMNLP 2023

Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP EMNLP 2023

Automatic Reflection Generation for Peer-to-Peer Counseling EMNLP 2023

One-Shot and Few-Shot Exemplification Modeling EMNLP 2023

Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting EMNLP 2023

mSCAN: A Dataset for Multilingual Compositional Generalisation Evaluation EMNLP 2023

In-context Learning of Large Language Models for Controlled Dialogue Summarization: A Holistic Benchmark and Empirical Analysis EMNLP 2023

On the Potential and Limitations of Few-Shot In-Context Learning to Generate Metamorphic Specifications for Tax Preparation Software EMNLP 2023

A Comparative Study of Prompting Strategies for Legal Text Classification EMNLP 2023

Machine Translation with Large Language Models: Prompting, Few-shot Learning, and Fine-tuning with QLoRA EMNLP 2023

KnowComp Submission for WMT23 Word-Level AutoCompletion Task EMNLP 2023

Turning a CLIP Model Into a Scene Text Detector CVPR 2023

Exploring Incompatible Knowledge Transfer in Few-Shot Image Generation CVPR 2023

Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition CVPR 2023

Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation CVPR 2023

DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection CVPR 2023

Meta Omnium: A Benchmark for General-Purpose Learning-To-Learn CVPR 2023

MMG-Ego4D: Multimodal Generalization in Egocentric Action Recognition CVPR 2023

Inferring and Leveraging Parts From Object Shape for Improving Semantic Image Synthesis CVPR 2023

Supervised Masked Knowledge Distillation for Few-Shot Transformers CVPR 2023

Few-Shot Semantic Image Synthesis With Class Affinity Transfer CVPR 2023

NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging CVPR 2023

ViewNet: A Novel Projection-Based Backbone With View Pooling for Few-Shot Point Cloud Classification CVPR 2023