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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

ManWav: The First Manchu ASR Model ACL 2024
Learning Cross-Architecture Instruction Embeddings for Binary Code Analysis in Low-Resource Architectures NAACL 2024
EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques NAACL 2024
Event Detection from Social Media for Epidemic Prediction NAACL 2024
Tübingen-CL at SemEval-2024 Task 1: Ensemble Learning for Semantic Relatedness Estimation NAACL 2024
Multilingual Models for ASR in Chibchan Languages NAACL 2024
Speedy Gonzales: A Collection of Fast Task-Specific Models for Spanish NAACL 2024
What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights NIPS 2024
Learning Vision from Models Rivals Learning Vision from Data CVPR 2024
ITEC at MLSP 2024: Transferring Predictions of Lexical Difficulty from Non-Native Readers NAACL 2024
EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian Twitter NAACL 2024
Fine-tuning Pre-trained Models for Robustness under Noisy Labels IJCAI 2024
Efficient Stitchable Task Adaptation CVPR 2024
Reusing Transferable Weight Increments for Low-resource Style Generation EMNLP 2024
NRK at SemEval-2024 Task 1: Semantic Textual Relatedness through Domain Adaptation and Ensemble Learning on BERT-based models NAACL 2024
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models EMNLP 2024
AIMA at SemEval-2024 Task 10: History-Based Emotion Recognition in Hindi-English Code-Mixed Conversations NAACL 2024
Knowledge Fusion By Evolving Weights of Language Models ACL 2024
Harnessing Large Language Models as Post-hoc Correctors ACL 2024
DeMuX: Data-efficient Multilingual Learning NAACL 2024
On the Robustness of Neural Models for Full Sentence Transformation NAACL 2024
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts NAACL 2024
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning ACL 2024
From Bottom to Top: Extending the Potential of Parameter Efficient Fine-Tuning EMNLP 2024
Team QUST at SemEval-2024 Task 8: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting AI-generated Text NAACL 2024