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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages EMNLP 2022
Exploring Mode Connectivity for Pre-trained Language Models EMNLP 2022
Does Corpus Quality Really Matter for Low-Resource Languages? EMNLP 2022
Guiding Neural Entity Alignment with Compatibility EMNLP 2022
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022
The Geometry of Multilingual Language Model Representations EMNLP 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022
Learning Label Modular Prompts for Text Classification in the Wild EMNLP 2022
DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages 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
Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification ACL 2022
Infusing Knowledge from Wikipedia to Enhance Stance Detection ACL 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