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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

When the Student Becomes the Master: Learning Better and Smaller Monolingual Models from mBERT COLING 2022
Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription NAACL 2022
Harmless Transfer Learning for Item Embeddings NAACL 2022
Language Models for Code-switch Detection of te reo Māori and English in a Low-resource Setting NAACL 2022
Pruning Adatperfusion with Lottery Ticket Hypothesis NAACL 2022
X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection NAACL 2022
JBNU-CCLab at SemEval-2022 Task 7: DeBERTa for Identifying Plausible Clarifications in Instructional Texts NAACL 2022
Transfer Learning and Masked Generation for Answer Verbalization NAACL 2022
HATE-ITA: Hate Speech Detection in Italian Social Media Text NAACL 2022
A Systematic Survey of Text Worlds as Embodied Natural Language Environments NAACL 2022
Cross-domain Analysis on Japanese Legal Pretrained Language Models AACL 2022
PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation AACL 2022
Don’t Start From Scratch: Leveraging Prior Data to Automate Robotic Reinforcement Learning CORL 2022
Online Dynamics Learning for Predictive Control with an Application to Aerial Robots CORL 2022
Where To Start? Transferring Simple Skills to Complex Environments CORL 2022
Motion Style Transfer: Modular Low-Rank Adaptation for Deep Motion Forecasting CORL 2022
Shoring up the foundations: fusing model embeddings and weak supervision UAI 2022
Deep Cascade Learning for Optimal Medical Image Feature Representation MLHC 2022
AudiFace: Multimodal Deep Learning for Depression Screening MLHC 2022
Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records MLHC 2022
Contrastive Learning of Medical Visual Representations from Paired Images and Text MLHC 2022
Domain Alignment Meets Fully Test-Time Adaptation ACML 2022
Predicting RNA Mutation Effects through Machine Learning of High-Throughput Ribozyme Experiments (Student Abstract) AAAI 2022
Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization AUTOML 2022
Syne Tune: A Library for Large Scale Hyperparameter Tuning and Reproducible Research AUTOML 2022