Pretraining

ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation IJCAI 2020 Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks EMNLP 2020 EViLBERT: Learning Task-Agnostic Multimodal Sense Embeddings IJCAI 2020 Exploiting Unsupervised Data for Emotion Recognition in Conversations EMNLP 2020 Exploring Neural Architectures And Techniques For Typologically Diverse Morphological Inflection ACL 2020 Exploring the Boundaries of Low-Resource BERT Distillation EMNLP 2020 Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT ACL 2020 Exploring Transformers for Large-Scale Speech Recognition Interspeech 2020 Extending Unsupervised Neural Image Compression With Supervised Multitask Learning MIDL 2020 Facts2Story: Controlling Text Generation by Key Facts COLING 2020 FAN-Face: a Simple Orthogonal Improvement to Deep Face Recognition AAAI 2020 FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions CVPR 2020 FinBERT: A Pre-trained Financial Language Representation Model for Financial Text Mining IJCAI 2020 GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing JMLR 2020 Go Wide, Then Narrow: Efficient Training of Deep Thin Networks ICML 2020 HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training EMNLP 2020 Hierarchically Robust Representation Learning CVPR 2020 Hierarchical Pre-training for Sequence Labelling in Spoken Dialog EMNLP 2020 High-order Refining for End-to-end Chinese Semantic Role Labeling AACL 2020 HIT-SCIR at SemEval-2020 Task 5: Training Pre-trained Language Model with Pseudo-labeling Data for Counterfactuals Detection SemEval 2020 HLTRI at W-NUT 2020 Shared Task-3: COVID-19 Event Extraction from Twitter Using Multi-Task Hopfield Pooling EMNLP 2020 How Can We Accelerate Progress Towards Human-like Linguistic Generalization? ACL 2020 How Useful Is Self-Supervised Pretraining for Visual Tasks? CVPR 2020 HW-TSC’s Participation at WMT 2020 Automatic Post Editing Shared Task EMNLP 2020 IITkgp at FinCausal 2020, Shared Task 1: Causality Detection using Sentence Embeddings in Financial Reports COLING 2020