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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

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
UniKW-AT: Unified Keyword Spotting and Audio Tagging INTERSPEECH 2022
CTA-RNN: Channel and Temporal-wise Attention RNN leveraging Pre-trained ASR Embeddings for Speech Emotion Recognition INTERSPEECH 2022
Association Graph Learning for Multi-Task Classification with Category Shifts NIPS 2022
Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport NIPS 2022
GAR: Generalized Autoregression for Multi-Fidelity Fusion NIPS 2022
Improving Multi-Task Generalization via Regularizing Spurious Correlation NIPS 2022
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning EMNLP 2022