conftrace_

few-shot learning

3398 papers

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Also known as

FSL FEW-SHOT

Co-occurring keywords

large language model (13587) zero-shot learning (3650) transfer learning (5449) in-context learning (1405) text classification (6793) domain adaptation (4595) prompt engineering (1135) representation learning (6206) language model (4599) contrastive learning (4032)

Papers

JUAGE at SemEval-2023 Task 10: Parameter Efficient Classification ACL 2023

Translating a low-resource language using GPT-3 and a human-readable dictionary ACL 2023

Evaluating Cross Lingual Transfer for Morphological Analysis: a Case Study of Indian Languages ACL 2023

Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis ACL 2023

Sentiment and Emotion Classification in Low-resource Settings ACL 2023

Transductive Feature Space Regularization for Few-shot Bioacoustic Event Detection INTERSPEECH 2023

Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data INTERSPEECH 2023

Adaptive IMLE for Few-shot Pretraining-free Generative Modelling ICML 2023

Lifelong Language Pretraining with Distribution-Specialized Experts ICML 2023

Diversity-enhancing Generative Network for Few-shot Hypothesis Adaptation ICML 2023

GeCoNeRF: Few-shot Neural Radiance Fields via Geometric Consistency ICML 2023

Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning ICML 2023

Adaptive Compositional Continual Meta-Learning ICML 2023

Efficient Training of Language Models using Few-Shot Learning ICML 2023

A Closer Look at Few-shot Classification Again ICML 2023

Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language ICML 2023

MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks ICML 2023

Interval Bound Interpolation for Few-shot Learning with Few Tasks ICML 2023

IXA at SemEval-2023 Task 2: Baseline Xlm-Roberta-base Approach SEMEVAL 2023

JUAGE at SemEval-2023 Task 10: Parameter Efficient Classification SEMEVAL 2023

Adapting Language-Audio Models as Few-Shot Audio Learners INTERSPEECH 2023

Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems INTERSPEECH 2023

Pre-Finetuning for Few-Shot Emotional Speech Recognition INTERSPEECH 2023

Few-shot Class-incremental Audio Classification Using Stochastic Classifier INTERSPEECH 2023

LightClone: Speaker-guided Parallel Subnet Selection for Few-shot Voice Cloning INTERSPEECH 2023