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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

Validity Assessment of Legal Will Statements as Natural Language Inference EMNLP 2022
Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization EMNLP 2022
Enhancing Automatic Readability Assessment with Pre-training and Soft Labels for Ordinal Regression EMNLP 2022
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking EMNLP 2022
Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation AAAI 2022
Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022
An Automated Mood Diary for Older User’s using Ambient Assisted Living Recorded Speech INTERSPEECH 2022
Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning INTERSPEECH 2022
Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search CVPR 2022
Scheduled Multi-task Learning for Neural Chat Translation ACL 2022
UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning ACL 2022
Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection ACL 2022
Improving Cross-domain, Cross-lingual and Multi-modal Deception Detection ACL 2022
Hierarchical Inductive Transfer for Continual Dialogue Learning ACL 2022
Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text ACL 2022
Task-guided Disentangled Tuning for Pretrained Language Models ACL 2022
Reusing a Multi-lingual Setup to Bootstrap a Grammar Checker for a Very Low Resource Language without Data ACL 2022
How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image ACL 2022
LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide ACL 2022
Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification ACL 2022
Instance-Guided Prompt Learning for Few-Shot Text Matching EMNLP 2022
Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation EMNLP 2022
Simple but Challenging: Natural Language Inference Models Fail on Simple Sentences EMNLP 2022
Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification INTERSPEECH 2022
Prompt Distribution Learning CVPR 2022