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Self-Supervised Learning

8,255 papers

Papers per year

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Papers

Narrate Dialogues for Better Summarization EMNLP 2022
Learning to Model Editing Processes EMNLP 2022
Multilingual Multimodal Learning with Machine Translated Text 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
Learn What Is Possible, Then Choose What Is Best: Disentangling One-To-Many Relations in Language Through Text-based Games EMNLP 2022
NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation EMNLP 2022
Self-supervised Cross-modal Pretraining for Speech Emotion Recognition and Sentiment Analysis EMNLP 2022
Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering EMNLP 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix EMNLP 2022
Learning to Detect Noisy Labels Using Model-Based Features EMNLP 2022
Knowledge-Enhanced Self-Supervised Prototypical Network for Few-Shot Event Detection EMNLP 2022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision EMNLP 2022
P3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training EMNLP 2022
Lexi: Self-Supervised Learning of the UI Language EMNLP 2022
Analyzing the Limits of Self-Supervision in Handling Bias in Language EMNLP 2022
Probing Pretrained Models of Source Codes EMNLP 2022
1Cademy @ Causal News Corpus 2022: Leveraging Self-Training in Causality Classification of Socio-Political Event Data EMNLP 2022
Collateral facilitation in humans and language models EMNLP 2022
That’s so cute!: The CARE Dataset for Affective Response Detection EMNLP 2022
Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification EMNLP 2022
HSE at TempoWiC: Detecting Meaning Shift in Social Media with Diachronic Language Models EMNLP 2022
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model EMNLP 2022
Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect of Financial Texts EMNLP 2022