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Transfer Learning

8078 directly classified papers

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Papers

Robust Quadrupedal Locomotion on Sloped Terrains: A Linear Policy Approach CORL 2020
Learning Hierarchical Task Networks with Preferences from Unannotated Demonstrations CORL 2020
Deep Bayesian Nonparametric Learning of Rules and Plans from Demonstrations with a Learned Automaton Prior AAAI 2020
UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models SEMEVAL 2020
Induction of Subgoal Automata for Reinforcement Learning AAAI 2020
3D-OES: Viewpoint-Invariant Object-Factorized Environment Simulators CORL 2020
DIRL: Domain-Invariant Representation Learning for Sim-to-Real Transfer CORL 2020
KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social Media COLING 2020
Learning a Decision Module by Imitating Driver’s Control Behaviors CORL 2020
LT3 at SemEval-2020 Task 7: Comparing Feature-Based and Transformer-Based Approaches to Detect Funny Headlines SEMEVAL 2020
Semi-supervised URL Segmentation with Recurrent Neural Networks Pre-trained on Knowledge Graph Entities 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
A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment COLING 2020
Aspect-based Document Similarity for Research Papers COLING 2020
Evaluating Unsupervised Representation Learning for Detecting Stances of Fake News COLING 2020
Neural Unsupervised Domain Adaptation in NLP—A Survey COLING 2020
Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data COLING 2020
Solomon at SemEval-2020 Task 11: Ensemble Architecture for Fine-Tuned Propaganda Detection in News Articles COLING 2020
AlexU-BackTranslation-TL at SemEval-2020 Task 12: Improving Offensive Language Detection Using Data Augmentation and Transfer Learning COLING 2020
Effective Few-Shot Classification with Transfer Learning COLING 2020
Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays CORL 2020
Cross-lingual Emotion Intensity Prediction COLING 2020
MultiVitaminBooster at PARSEME Shared Task 2020: Combining Window- and Dependency-Based Features with Multilingual Contextualised Word Embeddings for VMWE Detection COLING 2020