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Pretraining

2471 directly classified papers

Papers per year

Papers

Meta-Transfer Learning for Zero-Shot Super-Resolution CVPR 2020
Model Watermarking for Image Processing Networks AAAI 2020
Towards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data AAAI 2020
Semantics-Aware BERT for Language Understanding AAAI 2020
Distilling Knowledge from Well-Informed Soft Labels for Neural Relation Extraction AAAI 2020
Towards Making the Most of BERT in Neural Machine Translation AAAI 2020
Masking Orchestration: Multi-Task Pretraining for Multi-Role Dialogue Representation Learning AAAI 2020
Parsing as Pretraining AAAI 2020
Rare Words: A Major Problem for Contextualized Embeddings and How to Fix it by Attentive Mimicking AAAI 2020
Multi-Task Self-Supervised Learning for Disfluency Detection AAAI 2020
Order Matters: Semantic-Aware Neural Networks for Binary Code Similarity Detection AAAI 2020
Team_Swift at SemEval-2020 Task 9: Tiny Data Specialists through Domain-Specific Pre-training on Code-Mixed 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
Amsqr at SemEval-2020 Task 12: Offensive Language Detection Using Neural Networks and Anti-adversarial Features COLING 2020
KFU NLP Team at SMM4H 2020 Tasks: Cross-lingual Transfer Learning with Pretrained Language Models for Drug Reactions COLING 2020
Self-Supervised Visual Representation Learning from Hierarchical Grouping NIPS 2020
Reed at SemEval-2020 Task 9: Fine-Tuning and Bag-of-Words Approaches to Code-Mixed Sentiment Analysis COLING 2020
IRLab_DAIICT at SemEval-2020 Task 9: Machine Learning and Deep Learning Methods for Sentiment Analysis of Code-Mixed Tweets COLING 2020
ELMo-NB at SemEval-2020 Task 7: Assessing Sense of Humor in EditedNews Headlines Using ELMo and NB COLING 2020
BERTatDE at SemEval-2020 Task 6: Extracting Term-definition Pairs in Free Text Using Pre-trained Model COLING 2020
TR at SemEval-2020 Task 4: Exploring the Limits of Language-model-based Common Sense Validation COLING 2020
ACNLP at SemEval-2020 Task 6: A Supervised Approach for Definition Extraction COLING 2020
HIT-SCIR at SemEval-2020 Task 5: Training Pre-trained Language Model with Pseudo-labeling Data for Counterfactuals Detection COLING 2020
Learning Emotion from 100 Observations: Unexpected Robustness of Deep Learning under Strong Data Limitations COLING 2020