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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

GruPaTo at SemEval-2020 Task 12: Retraining mBERT on Social Media and Fine-tuned Offensive Language Models COLING 2020
Autobots Ensemble: Identifying and Extracting Adverse Drug Reaction from Tweets Using Transformer Based Pipelines COLING 2020
Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages COLING 2020
Emergent Communication Pretraining for Few-Shot Machine Translation COLING 2020
TransQuest: Translation Quality Estimation with Cross-lingual Transformers COLING 2020
Evaluating Unsupervised Representation Learning for Detecting Stances of Fake News COLING 2020
New Benchmark Corpus and Models for Fine-grained Event Classification: To BERT or not to BERT? COLING 2020
Neural Unsupervised Domain Adaptation in NLP—A Survey COLING 2020
Sentence Transformers and Bayesian Optimization for Adverse Drug Effect Detection from Twitter COLING 2020
Ferryman at SemEval-2020 Task 3: Bert with TFIDF-Weighting for Predicting the Effect of Context in Word Similarity COLING 2020
CORAL-DMOEA: Correlation Alignment-Based Information Transfer for Dynamic Multi-Objective Optimization (Student Abstract) AAAI 2020
Estimating the influence of auxiliary tasks for multi-task learning of sequence tagging tasks ACL 2020
Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks ACL 2020
Frugal Paradigm Completion ACL 2020
Mutual Information Based Knowledge Transfer Under State-Action Dimension Mismatch UAI 2020
LT3 at SemEval-2020 Task 7: Comparing Feature-Based and Transformer-Based Approaches to Detect Funny Headlines SEMEVAL 2020
Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning ACL 2020
Modeling Long Context for Task-Oriented Dialogue State Generation ACL 2020
The LMU Munich System for the WMT 2020 Unsupervised Machine Translation Shared Task EMNLP 2020
Transfer Learning from Well-Curated to Less-Resourced Populations with HIV MLHC 2020
Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts MLHC 2020
Non-Invasive Classification of Alzheimer’s Disease Using Eye Tracking and Language MLHC 2020
Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction ACL 2020
FBK-DH at SemEval-2020 Task 12: Using Multi-channel BERT for Multilingual Offensive Language Detection SEMEVAL 2020
GruPaTo at SemEval-2020 Task 12: Retraining mBERT on Social Media and Fine-tuned Offensive Language Models SEMEVAL 2020