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transfer learning

5449 papers

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TL

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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

Preparing Lessons for Progressive Training on Language Models AAAI 2024
Contextual Pre-planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning AAAI 2024
Transfer and Alignment Network for Generalized Category Discovery AAAI 2024
A Model for Estimating the Economic Costs of Computer Vision Systems That Use Deep Learning AAAI 2024
Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024
Learning Generalizable and Composable Abstractions for Transfer in Reinforcement Learning AAAI 2024
Learning Representations for Robust Human-Robot Interaction AAAI 2024
From Bytes to Borsch: Fine-Tuning Gemma and Mistral for the Ukrainian Language Representation COLING 2024
DECOR: Improving Coherence in L2 English Writing with a Novel Benchmark for Incoherence Detection, Reasoning, and Rewriting EMNLP 2024
LiBERTa: Advancing Ukrainian Language Modeling through Pre-training from Scratch COLING 2024
Transfer Learning from Whisper for Microscopic Intelligibility Prediction INTERSPEECH 2024
Transfer Learning for Russian Legal Text Simplification COLING 2024
Interleaved Audio/Audiovisual Transfer Learning for AV-ASR in Low-Resourced Languages INTERSPEECH 2024
Fine-Tuning Automatic Speech Recognition for People with Parkinson's: An Effective Strategy for Enhancing Speech Technology Accessibility INTERSPEECH 2024
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages NAACL 2024
DeMuX: Data-efficient Multilingual Learning NAACL 2024
Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models EMNLP 2024
Shared-Adapters: A Novel Transformer-based Parameter Efficient Transfer Learning Approach For Children’s Automatic Speech Recognition INTERSPEECH 2024
Pre-training Differentially Private Models with Limited Public Data NIPS 2024
HOP to the Next Tasks and Domains for Continual Learning in NLP AAAI 2024
Towards Making Learnware Specification and Market Evolvable AAAI 2024
Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024
Part-of-Speech Tagging for Northern Kurdish COLING 2024
TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning AAAI 2024
SwitchTab: Switched Autoencoders Are Effective Tabular Learners AAAI 2024