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

YNU-HPCC at SemEval-2024 Task 9: Using Pre-trained Language Models with LoRA for Multiple-choice Answering Tasks SEMEVAL 2024

RKadiyala at SemEval-2024 Task 8: Black-Box Word-Level Text Boundary Detection in Partially Machine Generated Texts SEMEVAL 2024

MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning AAAI 2024

Improving Low-Resource Keyphrase Generation through Unsupervised Title Phrase Generation COLING 2024

DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations AAAI 2024

Any-point Trajectory Modeling for Policy Learning RSS 2024

TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning AAAI 2024

Unveiling the Generalization Power of Fine-Tuned Large Language Models NAACL 2024

HOP to the Next Tasks and Domains for Continual Learning in NLP AAAI 2024

Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources ACL 2024

Leveraging Normalization Layer in Adapters with Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning AAAI 2024

Open-Set Graph Domain Adaptation via Separate Domain Alignment AAAI 2024

Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning AAAI 2024

KIT-19: A Comprehensive Korean Instruction Toolkit on 19 Tasks for Fine-Tuning Korean Large Language Models COLING 2024

Pushing the Limit of Fine-Tuning for Few-Shot Learning: Where Feature Reusing Meets Cross-Scale Attention AAAI 2024

Emergent Communication for Numerical Concepts Generalization AAAI 2024

Is Modularity Transferable? A Case Study through the Lens of Knowledge Distillation COLING 2024

MoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts COLING 2024

DTL: Disentangled Transfer Learning for Visual Recognition AAAI 2024

MSciNLI: A Diverse Benchmark for Scientific Natural Language Inference NAACL 2024

IUSTNLPLAB at SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes NAACL 2024

Bridging the Gap: Transfer Learning from English PLMs to Malaysian English ACL 2024

MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation COLING 2024

LomonosovMSU at SemEval-2024 Task 4: Comparing LLMs and embedder models to identifying propaganda techniques in the content of memes in English for subtasks No1, No2a, and No2b SEMEVAL 2024

Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract) AAAI 2024