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Transfer Learning

3,884 papers

Papers per year

Papers

Task-guided Disentangled Tuning for Pretrained Language Models ACL 2022
Impairment Representation Learning for Speech Quality Assessment INTERSPEECH 2022
A Hybrid Approach to Cross-lingual Product Review Summarization EMNLP 2022
Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis AISTATS 2022
That Slepen Al the Nyght with Open Ye! Cross-era Sequence Segmentation with Switch-memory ACL 2022
ParaZh-22M: A Large-Scale Chinese Parabank via Machine Translation COLING 2022
Learning To Prompt for Continual Learning CVPR 2022
Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training INTERSPEECH 2022
Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks COLING 2022
Simple Multi-Dataset Detection CVPR 2022
Adversarial Branch Architecture Search for Unsupervised Domain Adaptation WACV 2022
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time ICML 2022
On Transferability of Prompt Tuning for Natural Language Processing NAACL 2022
Discovering Language-neutral Sub-networks in Multilingual Language Models EMNLP 2022
Food for Thought: How can we exploit contextual embeddings in the translation of idiomatic expressions? EMNLP 2022
Semi-Supervised Domain Adaptation via Sample-to-Sample Self-Distillation WACV 2022
NepBERTa: Nepali Language Model Trained in a Large Corpus IJCNLP 2022
Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning ACL 2022
HW-TSC Systems for WMT22 Very Low Resource Supervised MT Task EMNLP 2022
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models NAACL 2022
When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning ACL 2022
Transfer Learning in Information Criteria-based Feature Selection JMLR 2022
CrossRE: A Cross-Domain Dataset for Relation Extraction EMNLP 2022
ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence NAACL 2022
KESA: A Knowledge Enhanced Approach To Sentiment Analysis IJCNLP 2022