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

FeatureBART: Feature Based Sequence-to-Sequence Pre-Training for Low-Resource NMT COLING 2022
Summarization as Indirect Supervision for Relation Extraction EMNLP 2022
PIEKM: ML-based Procedural Information Extraction and Knowledge Management System for Materials Science Literature IJCNLP 2022
Large-scale Machine Translation for Indian Languages in E-commerce under Low Resource Constraints EMNLP 2022
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios EMNLP 2022
Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing COLING 2022
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios EMNLP 2022
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study EMNLP 2022
The Power of Prompt Tuning for Low-Resource Semantic Parsing ACL 2022
Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data AAAI 2022
Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection EMNLP 2022
Structure-Unified M-Tree Coding Solver for Math Word Problem EMNLP 2022
Multitask Learning for Low Resource Spoken Language Understanding INTERSPEECH 2022
Sharing Data by Language Family: Data Augmentation for Romance Language Morpheme Segmentation NAACL 2022
Low-resource Low-footprint Wake-word Detection using Knowledge Distillation INTERSPEECH 2022
Learning to Adapt to Low-Resource Paraphrase Generation EMNLP 2022
CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection Generation NAACL 2022
Low Resource Style Transfer via Domain Adaptive Meta Learning NAACL 2022
Label Definitions Improve Semantic Role Labeling NAACL 2022
Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders EMNLP 2022
Training Naturalized Semantic Parsers with Very Little Data IJCAI 2022
Long Document Summarization in a Low Resource Setting using Pretrained Language Models IJCNLP 2021
Variational Information Bottleneck for Effective Low-Resource Audio Classification INTERSPEECH 2021
StarGAN-VC+ASR: StarGAN-Based Non-Parallel Voice Conversion Regularized by Automatic Speech Recognition INTERSPEECH 2021
OntoED: Low-resource Event Detection with Ontology Embedding IJCNLP 2021