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Self-Supervised Learning

8,405 papers

Papers per year

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19
682
1215
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Papers

Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval EMNLP 2022
Improve Interpretability of Neural Networks via Sparse Contrastive Coding EMNLP 2022
Towards Unified Prompt Tuning for Few-shot Text Classification EMNLP 2022
Contrastive Demonstration Tuning for Pre-trained Language Models EMNLP 2022
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022
Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling EMNLP 2022
Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection EMNLP 2022
Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations EMNLP 2022
Text Editing as Imitation Game EMNLP 2022
Language as a fingerprint: Self-supervised learning of user encodings using transformers EMNLP 2022
Self-supervised Rewiring of Pre-trained Speech Encoders:Towards Faster Fine-tuning with Less Labels in Speech Processing EMNLP 2022
In-Context Learning for Few-Shot Dialogue State Tracking EMNLP 2022
Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts EMNLP 2022
Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation EMNLP 2022
“I Know Who You Are”: Character-Based Features for Conversational Humor Recognition in Chinese EMNLP 2022
Learning When and What to Quote: A Quotation Recommender System with Mutual Promotion of Recommendation and Generation EMNLP 2022
Third-Party Aligner for Neural Word Alignments EMNLP 2022
Narrate Dialogues for Better Summarization EMNLP 2022
Learning to Model Editing Processes EMNLP 2022
Multilingual Multimodal Learning with Machine Translated Text EMNLP 2022
Learning From the Source Document: Unsupervised Abstractive Summarization EMNLP 2022
Textual Enhanced Contrastive Learning for Solving Math Word Problems EMNLP 2022
Leveraging Training Dynamics and Self-Training for Text Classification EMNLP 2022
KPDROP: Improving Absent Keyphrase Generation EMNLP 2022