conftrace_

low-resource learning

203 papers

Explore in graph

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

Robust Generalization Strategies for Morpheme Glossing in an Endangered Language Documentation Context EMNLP 2023
LABERT: A Combination of Local Aggregation and Self-Supervised Speech Representation Learning for Detecting Informative Hidden Units in Low-Resource ASR Systems INTERSPEECH 2023
Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document EMNLP 2023
Argument Detection in Student Essays under Resource Constraints EMNLP 2023
Data Augmentation for Low-Resource Keyphrase Generation ACL 2023
Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data ACL 2023
A Computational Interface to Translate Strategic Intent from Unstructured Language in a Low-Data Setting EMNLP 2023
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks ACL 2023
SmartSpanNER: Making SpanNER Robust in Low Resource Scenarios EMNLP 2023
Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023
MixRep: Hidden Representation Mixup for Low-Resource Speech Recognition INTERSPEECH 2023
Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization ACL 2023
Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models EMNLP 2023
Answering Ambiguous Questions via Iterative Prompting ACL 2023
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023
Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling 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
Don’t Be So Sure! Boosting ASR Decoding via Confidence Relaxation AAAI 2023
Low Resource Quantitative Information Extraction via Structure Searching and Prefix-Based Text Generation AAAI 2023
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning INTERSPEECH 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