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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

LangBridge: Multilingual Reasoning Without Multilingual Supervision ACL 2024
Speedy Gonzales: A Collection of Fast Task-Specific Models for Spanish NAACL 2024
mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models ACL 2024
ManWav: The First Manchu ASR Model ACL 2024
Model Editing by Standard Fine-Tuning ACL 2024
Overcoming Generic Knowledge Loss with Selective Parameter Update CVPR 2024
Mapping Work Task Descriptions from German Job Ads on the O*NET Work Activities Ontology COLING 2024
On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion NIPS 2024
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series NIPS 2024
Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources ACL 2024
Rethinking Imbalance in Image Super-Resolution for Efficient Inference NIPS 2024
Structural Information Guided Multimodal Pre-training for Vehicle-Centric Perception AAAI 2024
Improving Viewpoint-Independent Object-Centric Representations through Active Viewpoint Selection NIPS 2024
MAIRA at RRG24: A specialised large multimodal model for radiology report generation ACL 2024
EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian Twitter NAACL 2024
Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities NIPS 2024
Towards Classifying Mother Tongue from Infant Cries - Findings Substantiating Prenatal Learning Theory INTERSPEECH 2024
Bootstrapping SparseFormers from Vision Foundation Models CVPR 2024
LiBERTa: Advancing Ukrainian Language Modeling through Pre-training from Scratch COLING 2024
DECOR: Improving Coherence in L2 English Writing with a Novel Benchmark for Incoherence Detection, Reasoning, and Rewriting EMNLP 2024
The Unreasonable Effectiveness of Easy Training Data for Hard Tasks ACL 2024
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model 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
HUNTER: Unsupervised Human-centric 3D Detection via Transferring Knowledge from Synthetic Instances to Real Scenes CVPR 2024