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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Uncovering the Handwritten Text in the Margins: End-to-end Handwritten Text Detection and Recognition EACL 2024
UIR-ISC at SemEval-2024 Task 3: Textual Emotion-Cause Pair Extraction in Conversations SEMEVAL 2024
MAIRA at RRG24: A specialised large multimodal model for radiology report generation ACL 2024
Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources ACL 2024
Any-Way Meta Learning AAAI 2024
Speedy Gonzales: A Collection of Fast Task-Specific Models for Spanish NAACL 2024
USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings SEMEVAL 2024
Event Detection from Social Media for Epidemic Prediction NAACL 2024
EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian Twitter NAACL 2024
ManWav: The First Manchu ASR Model ACL 2024
Multilingual Models for ASR in Chibchan Languages NAACL 2024
Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization IJCAI 2024
EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques NAACL 2024
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models EMNLP 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
Learning Cross-Architecture Instruction Embeddings for Binary Code Analysis in Low-Resource Architectures NAACL 2024
Efficient Stitchable Task Adaptation CVPR 2024
Knowledge Fusion By Evolving Weights of Language Models ACL 2024
Transferring Fairness using Multi-Task Learning with Limited Demographic Information EMNLP 2024
OtoBERT: Identifying Suffixed Verbal Forms in Modern Hebrew Literature EMNLP 2024
DECOR: Improving Coherence in L2 English Writing with a Novel Benchmark for Incoherence Detection, Reasoning, and Rewriting EMNLP 2024
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts NAACL 2024
Disentangling Domain and General Representations for Time Series Classification IJCAI 2024
Team QUST at SemEval-2024 Task 8: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting AI-generated Text SEMEVAL 2024