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

Low-Resource Personal Attribute Prediction from Conversations AAAI 2023
MELODI at SemEval-2023 Task 3: In-domain Pre-training for Low-resource Classification of News Articles ACL 2023
Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System ACL 2023
Iteratively Improving Speech Recognition and Voice Conversion INTERSPEECH 2023
Personalized Dialogue Generation with Persona-Adaptive Attention AAAI 2023
XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding ACL 2023
Don’t Be So Sure! Boosting ASR Decoding via Confidence Relaxation AAAI 2023
Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models EMNLP 2023
Low Resource Quantitative Information Extraction via Structure Searching and Prefix-Based Text Generation AAAI 2023
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Low Resource With Contrastive Learning EMNLP 2023
Exploiting Summarization Data to Help Text Simplification EACL 2023
Does Masked Language Model Pre-training with Artificial Data Improve Low-resource Neural Machine Translation? EACL 2023
Multi-pass Training and Cross-information Fusion for Low-resource End-to-end Accented Speech Recognition INTERSPEECH 2023
AUC Maximization for Low-Resource Named Entity Recognition AAAI 2023
MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering CVPR 2023
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL 2023
ECG-QALM: Entity-Controlled Synthetic Text Generation using Contextual Q&A for NER ACL 2023
Data Augmentation for Low-Resource Keyphrase Generation ACL 2023
An Empirical Analysis of Leveraging Knowledge for Low-Resource Task-Oriented Semantic Parsing ACL 2023
Low-Resource Deontic Modality Classification in EU Legislation EMNLP 2023
Improving Low-resource Question Answering by Augmenting Question Information EMNLP 2023
CASSI: Contextual and Semantic Structure-based Interpolation Augmentation for Low-Resource NER EMNLP 2023
Reasoning Makes Good Annotators : An Automatic Task-specific Rules Distilling Framework for Low-resource Relation Extraction EMNLP 2023
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks ACL 2023
DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction EMNLP 2023