Self-Supervised Learning

STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction COLING 2022 Stage-wise Stylistic Headline Generation: Style Generation and Summarized Content Insertion IJCAI 2022 ST++: Make Self-Training Work Better for Semi-Supervised Semantic Segmentation CVPR 2022 Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Functions NeurIPS 2022 StoryER: Automatic Story Evaluation via Ranking, Rating and Reasoning EMNLP 2022 Structural information in mathematical formulas for exercise difficulty prediction: a comparison of NLP representations NAACL 2022 Structured Sparse R-CNN for Direct Scene Graph Generation CVPR 2022 Style Neophile: Constantly Seeking Novel Styles for Domain Generalization CVPR 2022 Stylistic Response Generation by Controlling Personality Traits and Intent ACL 2022 Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs IJCAI 2022 Subsidiary Prototype Alignment for Universal Domain Adaptation NeurIPS 2022 SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling NAACL 2022 Summarizing Dialogues with Negative Cues COLING 2022 SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities ACL 2022 Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training Interspeech 2022 Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning AAAI 2022 SVTS: Scalable Video-to-Speech Synthesis Interspeech 2022 Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics AAAI 2022 Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks EMNLP 2022 Syntactically Rich Discriminative Training: An Effective Method for Open Information Extraction EMNLP 2022 Tailor Me: An Editing Network for Fashion Attribute Shape Manipulation WACV 2022 TaiSu: A 166M Large-scale High-Quality Dataset for Chinese Vision-Language Pre-training NeurIPS 2022 Tandem Multitask Training of Speaker Diarisation and Speech Recognition for Meeting Transcription Interspeech 2022 Task-Agnostic Graph Explanations NeurIPS 2022 Task Compass: Scaling Multi-task Pre-training with Task Prefix EMNLP 2022