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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Automatic Document Selection for Efficient Encoder Pretraining EMNLP 2022
Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation IJCAI 2022
Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022
Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment IJCAI 2022
Augmenting Anchors by the Detector Itself IJCAI 2022
Learning Label Modular Prompts for Text Classification in the Wild EMNLP 2022
Guiding Neural Entity Alignment with Compatibility EMNLP 2022
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022
Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification ACL 2022
Infusing Knowledge from Wikipedia to Enhance Stance Detection ACL 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022
Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition EMNLP 2022
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models ACL 2022
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition ACL 2022
SSN@LT-EDI-ACL2022: Transfer Learning using BERT for Detecting Signs of Depression from Social Media Texts ACL 2022
SSNCSE_NLP@LT-EDI-ACL2022: Speech Recognition for Vulnerable Individuals in Tamil using pre-trained XLSR models ACL 2022
LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide ACL 2022
SSN_ARMM@ LT-EDI -ACL2022: Hope Speech Detection for Equality, Diversity, and Inclusion Using ALBERT model ACL 2022
DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers ACL 2022
NAIST Simultaneous Speech-to-Text Translation System for IWSLT 2022 ACL 2022
Active Learning for Domain Adaptation: An Energy-Based Approach AAAI 2022
Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022 ACL 2022
The HW-TSC’s Simultaneous Speech Translation System for IWSLT 2022 Evaluation ACL 2022
The HW-TSC’s Offline Speech Translation System for IWSLT 2022 Evaluation ACL 2022
The NiuTrans’s Submission to the IWSLT22 English-to-Chinese Offline Speech Translation Task ACL 2022