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Machine Learning
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Self-Supervised Learning
8,255 papers
Papers per year
2006: 8
2007: 7
2008: 7
2009: 9
2010: 12
2011: 7
2012: 13
2013: 11
2014: 12
2015: 17
2016: 35
2017: 97
2018: 191
2019: 441
2020: 663
2021: 1166
2022: 1170
2023: 1544
2024: 1323
2025: 1205
2026: 317
Papers
TwistList: Resources and Baselines for Tongue Twister Generation
ACL 2023
Token-Level Self-Evolution Training for Sequence-to-Sequence Learning
ACL 2023
Controllable Mixed-Initiative Dialogue Generation through Prompting
ACL 2023
Leveraging Prefix Transfer for Multi-Intent Text Revision
ACL 2023
Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data
ACL 2023
MOSPC: MOS Prediction Based on Pairwise Comparison
ACL 2023
ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning
ACL 2023
Self-Supervised Sentence Polishing by Adding Engaging Modifiers
ACL 2023
Choosing What to Mask: More Informed Masking for Multimodal Machine Translation
ACL 2023
“When Words Fail, Emojis Prevail”: A Novel Architecture for Generating Sarcastic Sentences With Emoji Using Valence Reversal and Semantic Incongruity
ACL 2023
Extracting Text Representations for Terms and Phrases in Technical Domains
ACL 2023
EvolveMT: an Ensemble MT Engine Improving Itself with Usage Only
ACL 2023
Multi-doc Hybrid Summarization via Salient Representation Learning
ACL 2023
SaFER: A Robust and Efficient Framework for Fine-tuning BERT-based Classifier with Noisy Labels
ACL 2023
Investigating Glyph-Phonetic Information for Chinese Spell Checking: What Works and What’s Next?
ACL 2023
A Self-Supervised Integration Method of Pretrained Language Models and Word Definitions
ACL 2023
Pre-training Language Model as a Multi-perspective Course Learner
ACL 2023
Generating Deep Questions with Commonsense Reasoning Ability from the Text by Disentangled Adversarial Inference
ACL 2023
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews
ACL 2023
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction
ACL 2023
Zero-Shot Text Classification via Self-Supervised Tuning
ACL 2023
Disentangling Aspect and Stance via a Siamese Autoencoder for Aspect Clustering of Vaccination Opinions
ACL 2023
DivHSK: Diverse Headline Generation using Self-Attention based Keyword Selection
ACL 2023
Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning
ACL 2023
CKDST: Comprehensively and Effectively Distill Knowledge from Machine Translation to End-to-End Speech Translation
ACL 2023
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