← Keywords

data augmentation

3037 papers

Explore in graph

Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness NAACL 2024
Deep Learning on Graphs: A Data-Centric Exploration AAAI 2024
Code Needs Comments: Enhancing Code LLMs with Comment Augmentation ACL 2024
Improving Robustness via Tilted Exponential Layer: A Communication-Theoretic Perspective AISTATS 2024
Language Model Priors and Data Augmentation Strategies for Low-resource Machine Translation: A Case Study Using Finnish to Northern Sámi ACL 2024
Learning from Wrong Predictions in Low-Resource Neural Machine Translation COLING 2024
DICE @ ML-ESG-3: ESG Impact Level and Duration Inference Using LLMs for Augmentation and Contrastive Learning COLING 2024
Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models INTERSPEECH 2024
When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract) AAAI 2024
Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth NIPS 2024
Refining and Synthesis: A Simple yet Effective Data Augmentation Framework for Cross-Domain Aspect-based Sentiment Analysis ACL 2024
Addressing Entity Translation Problem via Translation Difficulty and Context Diversity ACL 2024
Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition ACL 2024
Empowering Large Language Models for Textual Data Augmentation ACL 2024
Mitigating Data Scarcity in Semantic Parsing across Languages with the Multilingual Semantic Layer and its Dataset ACL 2024
Debiasing Multi-Entity Aspect-Based Sentiment Analysis with Norm-Based Data Augmentation COLING 2024
Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot Techniques ACL 2024
Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts AAAI 2024
Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation ACL 2024
MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ACL 2024
Detection and Defense of Unlearnable Examples AAAI 2024
LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation ACL 2024
Multilingual ESG News Impact Identification Using an Augmented Ensemble Approach COLING 2024
Evaluating the Potential of Language-family-specific Generative Models for Low-resource Data Augmentation: A Faroese Case Study COLING 2024
Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation COLING 2024