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transfer learning

5449 papers

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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

Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models NIPS 2022
Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress NIPS 2022
On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning NIPS 2022
Disentangling Transfer in Continual Reinforcement Learning NIPS 2022
Adaptive Interest for Emphatic Reinforcement Learning NIPS 2022
Unsupervised and Very-Low Resource Supervised Translation on German and Sorbian Variant Languages EMNLP 2022
Benchmarking transfer learning approaches for sentiment analysis of Arabic dialect EMNLP 2022
iCompass Working Notes for the Nuanced Arabic Dialect Identification Shared task EMNLP 2022
End-to-End Speech Translation of Arabic to English Broadcast News EMNLP 2022
Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features EMNLP 2022
A unified framework for cross-domain and cross-task learning of mental health conditions EMNLP 2022
The MRL 2022 Shared Task on Multilingual Clause-level Morphology EMNLP 2022
ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation EMNLP 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix EMNLP 2022
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics EMNLP 2022
MAGMA – Multimodal Augmentation of Generative Models through Adapter-based Finetuning EMNLP 2022
XDoc: Unified Pre-training for Cross-Format Document Understanding EMNLP 2022
Representation Learning for Resource-Constrained Keyphrase Generation EMNLP 2022
Large Dual Encoders Are Generalizable Retrievers EMNLP 2022
monoQA: Multi-Task Learning of Reranking and Answer Extraction for Open-Retrieval Conversational Question Answering EMNLP 2022
Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters EMNLP 2022
Generative Language Models for Paragraph-Level Question Generation EMNLP 2022
When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework AAAI 2022
A new similarity measure for covariate shift with applications to nonparametric regression ICML 2022
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification ACL 2022