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

Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification EMNLP 2024

Community-Cross-Instruct: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities EMNLP 2024

Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach EMNLP 2024

How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NIPS 2024

Continual Domain Adversarial Adaptation via Double-Head Discriminators AISTATS 2024

Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation IJCAI 2024

Weak-to-Strong Reasoning EMNLP 2024

FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning NIPS 2024

Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model ACL 2024

UOR: Universal Backdoor Attacks on Pre-trained Language Models ACL 2024

Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series NIPS 2024

InstructCoder: Instruction Tuning Large Language Models for Code Editing ACL 2024

TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills COLING 2024

Towards Classifying Mother Tongue from Infant Cries - Findings Substantiating Prenatal Learning Theory INTERSPEECH 2024

Model Editing by Standard Fine-Tuning ACL 2024

Exploring Multilingual Unseen Speaker Emotion Recognition: Leveraging Co-Attention Cues in Multitask Learning INTERSPEECH 2024

Efficient Integrated Features Based on Pre-trained Models for Speaker Verification INTERSPEECH 2024

Transfer Learning with Uncertainty Quantification: Random Effect Calibration of Source to Target (RECaST) JMLR 2024

Fine-tune Pre-Trained Models with Multi-Level Feature Fusion for Speaker Verification INTERSPEECH 2024

SVSNet+: Enhancing Speaker Voice Similarity Assessment Models with Representations from Speech Foundation Models INTERSPEECH 2024

Demo: Enhancing Wildlife Acoustic Data Annotation Efficiency through Transfer and Active Learning IJCAI 2024

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

MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning ACL 2024

Towards Reliable Learning in the Wild: Generalization and Adaptation AAAI 2024

The Unreasonable Effectiveness of Easy Training Data for Hard Tasks ACL 2024