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 Multitask Learning for Low-Resource Abstractive Summarization EMNLP 2021
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing EMNLP 2021
Relating Relations: Meta-Relation Extraction from Online Health Forum Posts EACL 2021
Pre-training with Meta Learning for Chinese Word Segmentation NAACL 2021
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization NAACL 2021
Combining Weakly Supervised ML Techniques for Low-Resource NLU NAACL 2021
Towards Low-Resource Real-Time Assessment of Empathy in Counselling NAACL 2021
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health EMNLP 2021
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation EMNLP 2021
Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction EMNLP 2021
Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation AAAI 2021
What the Role is vs. What Plays the Role: Semi-Supervised Event Argument Extraction via Dual Question Answering AAAI 2021
Long Document Summarization in a Low Resource Setting using Pretrained Language Models ACL 2021
Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment ACL 2020
Low Resource Sequence Tagging using Sentence Reconstruction ACL 2020
Structured Tuning for Semantic Role Labeling ACL 2020
Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling ACL 2020
Keyphrase Generation with GANs in Low-Resources Scenarios EMNLP 2020
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature AAAI 2020
Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning AAAI 2020
Tone Learning in Low-Resource Bilingual TTS INTERSPEECH 2020
DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks EMNLP 2020
Large-Scale Transfer Learning for Low-Resource Spoken Language Understanding INTERSPEECH 2020
A Dataset for Low-Resource Stylized Sequence-to-Sequence Generation AAAI 2020
Generative Data Augmentation for Commonsense Reasoning EMNLP 2020