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transfer learning

5449 papers

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Also known as

TL

Co-occurring keywords

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

Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation AAAI 2020
Robust Named Entity Recognition with Truecasing Pretraining AAAI 2020
QuASE: Question-Answer Driven Sentence Encoding ACL 2020
BERT at SemEval-2020 Task 8: Using BERT to Analyse Meme Emotions COLING 2020
FBK-DH at SemEval-2020 Task 12: Using Multi-channel BERT for Multilingual Offensive Language Detection COLING 2020
Planning from Images with Deep Latent Gaussian Process Dynamics L4DC 2020
Hitachi at SemEval-2020 Task 8: Simple but Effective Modality Ensemble for Meme Emotion Recognition SEMEVAL 2020
Sources of Transfer in Multilingual Named Entity Recognition ACL 2020
GruPaTo at SemEval-2020 Task 12: Retraining mBERT on Social Media and Fine-tuned Offensive Language Models COLING 2020
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language ACL 2020
Autobots Ensemble: Identifying and Extracting Adverse Drug Reaction from Tweets Using Transformer Based Pipelines COLING 2020
TTUI at SemEval-2020 Task 11: Propaganda Detection with Transfer Learning and Ensembles SEMEVAL 2020
Sentence Transformers and Bayesian Optimization for Adverse Drug Effect Detection from Twitter COLING 2020
Exploring and Predicting Transferability across NLP Tasks EMNLP 2020
The Lottery Ticket Hypothesis for Pre-trained BERT Networks NIPS 2020
Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey JMLR 2020
The Amazing World of Neural Language Generation EMNLP 2020
Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders ACL 2020
Meta-learning from Tasks with Heterogeneous Attribute Spaces NIPS 2020
Linguist Geeks on WNUT-2020 Task 2: COVID-19 Informative Tweet Identification using Progressive Trained Language Models and Data Augmentation EMNLP 2020
DSC-IIT ISM at WNUT-2020 Task 2: Detection of COVID-19 informative tweets using RoBERTa EMNLP 2020
IRLab@IITBHU at WNUT-2020 Task 2: Identification of informative COVID-19 English Tweets using BERT EMNLP 2020
Combining BERT with Static Word Embeddings for Categorizing Social Media EMNLP 2020
Mutual Information Based Knowledge Transfer Under State-Action Dimension Mismatch UAI 2020
AlexU-BackTranslation-TL at SemEval-2020 Task 12: Improving Offensive Language Detection Using Data Augmentation and Transfer Learning SEMEVAL 2020