conftrace_

low-resource learning

203 papers

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Co-occurring keywords

data augmentation (3052) named entity recognition (2813) transfer learning (5449) few-shot learning (3398) low-resource setting (115) large language model (13587) domain adaptation (4595) language model (4599) relation extraction (919) text classification (6793)

Papers

Exploring the Boundaries of Low-Resource BERT Distillation EMNLP 2020
Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP 2020
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis EMNLP 2020
Large Scale Weakly and Semi-Supervised Learning for Low-Resource Video ASR INTERSPEECH 2020
A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction ACL 2020
In Neural Machine Translation, What Does Transfer Learning Transfer? ACL 2020
Meta-Transfer Learning for Code-Switched Speech Recognition ACL 2020
Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition ACL 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks IJCNLP 2019
Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications ACL 2019
Low-Resource Response Generation with Template Prior IJCNLP 2019
Handwriting Recognition in Low-Resource Scripts Using Adversarial Learning CVPR 2019
Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings EMNLP 2019
The 2019 Inaugural Fearless Steps Challenge: A Giant Leap for Naturalistic Audio INTERSPEECH 2019
Low Resource Automatic Intonation Classification Using Gated Recurrent Unit (GRU) Networks Pre-Trained with Synthesized Pitch Patterns INTERSPEECH 2019
Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems IJCAI 2019
Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark ACL 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks EMNLP 2019
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels EMNLP 2019
Abstract Text Summarization: A Low Resource Challenge EMNLP 2019
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling NAACL 2019
Using Wikipedia Edits in Low Resource Grammatical Error Correction EMNLP 2018
FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation EMNLP 2018
Multi-Task Active Learning for Neural Semantic Role Labeling on Low Resource Conversational Corpus ACL 2018
Multi-task learning for historical text normalization: Size matters ACL 2018