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transfer learning

5449 papers

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TL

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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

On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning EMNLP 2021
Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks EMNLP 2021
Does Commonsense help in detecting Sarcasm? EMNLP 2021
Are BERTs Sensitive to Native Interference in L2 Production? EMNLP 2021
Investigating Post-pretraining Representation Alignment for Cross-Lingual Question Answering EMNLP 2021
Machine Extraction of Tax Laws from Legislative Texts EMNLP 2021
Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks EMNLP 2021
Efficient Domain Adaptation of Language Models via Adaptive Tokenization EMNLP 2021
NICT Kyoto Submission for the WMT’21 Quality Estimation Task: Multimetric Multilingual Pretraining for Critical Error Detection EMNLP 2021
Unsupervised Translation of German–Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource Language EMNLP 2021
Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task EMNLP 2021
ParsTwiNER: A Corpus for Named Entity Recognition at Informal Persian EMNLP 2021
Improving Punctuation Restoration for Speech Transcripts via External Data EMNLP 2021
RPN Prototype Alignment for Domain Adaptive Object Detector CVPR 2021
Memory Oriented Transfer Learning for Semi-Supervised Image Deraining CVPR 2021
Instance Localization for Self-Supervised Detection Pretraining CVPR 2021
Transitional Adaptation of Pretrained Models for Visual Storytelling CVPR 2021
Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation CVPR 2021
Multiple Instance Captioning: Learning Representations From Histopathology Textbooks and Articles CVPR 2021
Distilling Image Classifiers in Object Detectors NIPS 2021
Low-Fidelity Video Encoder Optimization for Temporal Action Localization NIPS 2021
Implicit Semantic Response Alignment for Partial Domain Adaptation NIPS 2021
Multi-Hop Fact Checking of Political Claims IJCAI 2021
A Survey on Low-Resource Neural Machine Translation IJCAI 2021
One-Shot Affordance Detection IJCAI 2021