conftrace_
← Learning Types
Machine Learning › Learning Types ›

Few-Shot Learning

1,837 papers

Papers per year

1
2
117
381
'10
'15
'20
'25

Papers

Few-Shot Partial-Label Learning IJCAI 2021
AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation IJCNLP 2021
PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning IJCNLP 2021
Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking? IJCNLP 2021
Few-NERD: A Few-shot Named Entity Recognition Dataset IJCNLP 2021
Towards more equitable question answering systems: How much more data do you need? IJCNLP 2021
UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation. IJCNLP 2021
Sample-efficient Linguistic Generalizations through Program Synthesis: Experiments with Phonology Problems IJCNLP 2021
Phoneme Recognition Through Fine Tuning of Phonetic Representations: A Case Study on Luhya Language Varieties INTERSPEECH 2021
A Prototypical Network Approach for Evaluating Generated Emotional Speech INTERSPEECH 2021
AvaTr: One-Shot Speaker Extraction with Transformers INTERSPEECH 2021
Few-Shot Keyword Spotting in Any Language INTERSPEECH 2021
A Meta-Learning Approach for User-Defined Spoken Term Classification with Varying Classes and Examples INTERSPEECH 2021
Teaching Keyword Spotters to Spot New Keywords with Limited Examples INTERSPEECH 2021
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios NAACL 2021
How many data points is a prompt worth? NAACL 2021
ESC: Redesigning WSD with Extractive Sense Comprehension NAACL 2021
Learning How to Ask: Querying LMs with Mixtures of Soft Prompts NAACL 2021
Self-training Improves Pre-training for Natural Language Understanding NAACL 2021
Few-Shot Learning via Feature Hallucination With Variational Inference WACV 2021
Deep Template-Based Object Instance Detection WACV 2021
Domain-Adaptive Few-Shot Learning WACV 2021
Class-Agnostic Few-Shot Object Counting WACV 2021
Multimodal Prototypical Networks for Few-Shot Learning WACV 2021
PNPDet: Efficient Few-Shot Detection Without Forgetting via Plug-and-Play Sub-Networks WACV 2021