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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

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
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
Hierarchical Optimal Transport for Comparing Histopathology Datasets MIDL 2022
On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BART COLING 2022
An Effective, Performant Named Entity Recognition System for Noisy Business Telephone Conversation Transcripts COLING 2022
Multilingual CheckList: Generation and Evaluation AACL 2022
akaBERT at SemEval-2022 Task 6: An Ensemble Transformer-based Model for Arabic Sarcasm Detection NAACL 2022
R2D2 at SemEval-2022 Task 6: Are language models sarcastic enough? Finetuning pre-trained language models to identify sarcasm NAACL 2022
ML_LTU at SemEval-2022 Task 4: T5 Towards Identifying Patronizing and Condescending Language NAACL 2022