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Transfer Learning

1113 directly classified papers

Papers per year

Papers

LLM as a metric critic for low resource relation identification EMNLP 2024
Model-Based Transfer Learning for Contextual Reinforcement Learning NIPS 2024
A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages NAACL 2024
Planning and Editing What You Retrieve for Enhanced Tool Learning NAACL 2024
Fine-tuning Pre-trained Named Entity Recognition Models For Indian Languages NAACL 2024
Exploring Compositional Generalization of Large Language Models NAACL 2024
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection EMNLP 2024
Is Prompt Transfer Always Effective? An Empirical Study of Prompt Transfer for Question Answering NAACL 2024
Llama meets EU: Investigating the European political spectrum through the lens of LLMs NAACL 2024
MeMo: Meaningful, Modular Controllers via Noise Injection NIPS 2024
Generalizable Sarcasm Detection is Just Around the Corner, of Course! NAACL 2024
Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence ACL 2024
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models NAACL 2024
Unified Transfer Learning in High-Dimensional Linear Regression AISTATS 2024
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL 2024
mEdIT: Multilingual Text Editing via Instruction Tuning NAACL 2024
Development of Cognitive Intelligence in Pre-trained Language Models EMNLP 2024
Leveraging Prompt-Learning for Structured Information Extraction from Crohn’s Disease Radiology Reports in a Low-Resource Language NAACL 2024
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning ACL 2024
$\textit{Trans-LoRA}$: towards data-free Transferable Parameter Efficient Finetuning NIPS 2024
MPT: Mesh Pre-Training With Transformers for Human Pose and Mesh Reconstruction WACV 2024
REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024
MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning COLING 2024
Question Translation Training for Better Multilingual Reasoning ACL 2024
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling NIPS 2024