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self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

Pre-training Language Model as a Multi-perspective Course Learner ACL 2023
Zero-Shot Text Classification via Self-Supervised Tuning ACL 2023
Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization ACL 2023
How does the task complexity of masked pretraining objectives affect downstream performance? ACL 2023
Navigating Data Scarcity: Pretraining for Medical Utterance Classification ACL 2023
Sentiment Knowledge Enhanced Self-supervised Learning for Multimodal Sentiment Analysis ACL 2023
Back Translation for Speech-to-text Translation Without Transcripts ACL 2023
Introducing Semantics into Speech Encoders ACL 2023
Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach ACL 2023
Improving Classroom Dialogue Act Recognition from Limited Labeled Data with Self-Supervised Contrastive Learning Classifiers ACL 2023
Speech-to-Speech Translation for a Real-world Unwritten Language ACL 2023
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes ACL 2023
SSP: Self-Supervised Post-training for Conversational Search ACL 2023
Self-Supervised Sentence Polishing by Adding Engaging Modifiers ACL 2023
ViT-TTS: Visual Text-to-Speech with Scalable Diffusion Transformer EMNLP 2023
AdaBERT-CTC: Leveraging BERT-CTC for Text-Only Domain Adaptation in ASR EMNLP 2023
Self-Supervised Behavior Cloned Transformers are Path Crawlers for Text Games EMNLP 2023
xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark EMNLP 2023
Enhancing Argument Structure Extraction with Efficient Leverage of Contextual Information EMNLP 2023
Frequency Balanced Datasets Lead to Better Language Models EMNLP 2023
Unleashing the Power of Language Models in Text-Attributed Graph EMNLP 2023
What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations EMNLP 2023
Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce EMNLP 2023
Dialogue Act-Aided Backchannel Prediction Using Multi-Task Learning EMNLP 2023
Yet Another Model for Arabic Dialect Identification EMNLP 2023