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

Data-Efficient Algorithms and Neural Natural Language Processing: Applications in the Healthcare Domain IJCAI 2022
Simple Questions Generate Named Entity Recognition Datasets EMNLP 2022
Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition EMNLP 2022
Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective INTERSPEECH 2022
Meta Auxiliary Learning for Low-resource Spoken Language Understanding INTERSPEECH 2022
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition ACL 2022
FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction EMNLP 2022
DEGREE: A Data-Efficient Generation-Based Event Extraction Model NAACL 2022
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding NAACL 2022
Low-data? No problem: low-resource, language-agnostic conversational text-to-speech via F0-conditioned data augmentation INTERSPEECH 2022
Learning with Limited Text Data ACL 2022
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022
Semantic Self-Segmentation for Abstractive Summarization of Long Documents in Low-Resource Regimes AAAI 2022
Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection IJCNLP 2022
Prompt-based Text Entailment for Low-Resource Named Entity Recognition COLING 2022
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation ACL 2022
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER ACL 2022
PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks ACL 2022
Morphosyntactic Tagging with Pre-trained Language Models for Arabic and its Dialects ACL 2022
Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation ACL 2022
Low Resource Causal Event Detection from Biomedical Literature ACL 2022
STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction COLING 2022
CL-NERIL: A Cross-Lingual Model for NER in Indian Languages (Student Abstract) AAAI 2022
Prompt-Based Meta-Learning For Few-shot Text Classification EMNLP 2022
Low-resource Interactive Active Labeling for Fine-tuning Language Models EMNLP 2022