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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization ACL 2021
Stance Detection in COVID-19 Tweets ACL 2021
PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context ACL 2021
Multi-stage Pre-training over Simplified Multimodal Pre-training Models ACL 2021
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning ACL 2021
Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making ACL 2021
Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition ACL 2021
PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction ACL 2021
MultiMET: A Multimodal Dataset for Metaphor Understanding ACL 2021
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning ACL 2021
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment ACL 2021
Towards Emotional Support Dialog Systems ACL 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training ACL 2021
MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding ACL 2021
Best of Both Worlds: Making High Accuracy Non-incremental Transformer-based Disfluency Detection Incremental ACL 2021
Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction ACL 2021
Mask-Align: Self-Supervised Neural Word Alignment ACL 2021
Structural Pre-training for Dialogue Comprehension ACL 2021
Bootstrapped Unsupervised Sentence Representation Learning ACL 2021
CTFN: Hierarchical Learning for Multimodal Sentiment Analysis Using Coupled-Translation Fusion Network ACL 2021
Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders ACL 2021
MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation ACL 2021
Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text Generation ACL 2021
Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering ACL 2021
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text ACL 2021