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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Efficient Heterogeneous Collaborative Filtering without Negative Sampling for Recommendation AAAI 2020
CASE: Context-Aware Semantic Expansion AAAI 2020
MTSS: Learn from Multiple Domain Teachers and Become a Multi-Domain Dialogue Expert AAAI 2020
Learning from the Scene and Borrowing from the Rich: Tackling the Long Tail in Scene Graph Generation IJCAI 2020
Hierarchical Multi-task Learning for Organization Evaluation of Argumentative Student Essays IJCAI 2020
Arabic Dialect Identification Using BERT Fine-Tuning COLING 2020
The QMUL/HRBDT contribution to the NADI Arabic Dialect Identification Shared Task COLING 2020
Identifying Nuanced Dialect for Arabic Tweets with Deep Learning and Reverse Translation Corpus Extension System COLING 2020
Contextual Embeddings for Arabic-English Code-Switched Data COLING 2020
Parallel resources for Tunisian Arabic Dialect Translation COLING 2020
Multi-Task Sequence Prediction For Tunisian Arabizi Multi-Level Annotation COLING 2020
A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings EMNLP 2020
Invariant Causal Prediction for Block MDPs ICML 2020
Team Oulu at SemEval-2020 Task 12: Multilingual Identification of Offensive Language, Type and Target of Twitter Post Using Translated Datasets COLING 2020
DeltaGrad: Rapid retraining of machine learning models ICML 2020
Adaptive Adversarial Multi-task Representation Learning ICML 2020
One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control ICML 2020
LTF: A Label Transformation Framework for Correcting Label Shift ICML 2020
CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling SEMEVAL 2020
Self-Attentional Credit Assignment for Transfer in Reinforcement Learning IJCAI 2020
Learning Neural-Symbolic Descriptive Planning Models via Cube-Space Priors: The Voyage Home (to STRIPS) IJCAI 2020
Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction ACL 2020
Learning to Rank Learning Curves ICML 2020
Domain Aggregation Networks for Multi-Source Domain Adaptation ICML 2020
The continuous categorical: a novel simplex-valued exponential family ICML 2020