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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment IJCNLP 2021
GTM: A Generative Triple-wise Model for Conversational Question Generation IJCNLP 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training IJCNLP 2021
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy IJCNLP 2021
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling IJCNLP 2021
Psycholinguistic Tripartite Graph Network for Personality Detection IJCNLP 2021
One2Set: Generating Diverse Keyphrases as a Set IJCNLP 2021
Mask-Align: Self-Supervised Neural Word Alignment IJCNLP 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer IJCNLP 2021
Pre-training Universal Language Representation IJCNLP 2021
Structural Pre-training for Dialogue Comprehension IJCNLP 2021
Bootstrapped Unsupervised Sentence Representation Learning IJCNLP 2021
Word Sense Disambiguation: Towards Interactive Context Exploitation from Both Word and Sense Perspectives IJCNLP 2021
RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy IJCNLP 2021
CLEVE: Contrastive Pre-training for Event Extraction IJCNLP 2021
Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding IJCNLP 2021
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text IJCNLP 2021
Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning IJCNLP 2021
EmailSum: Abstractive Email Thread Summarization IJCNLP 2021
eMLM: A New Pre-training Objective for Emotion Related Tasks IJCNLP 2021
On Positivity Bias in Negative Reviews IJCNLP 2021
Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning. IJCNLP 2021
Deep Context- and Relation-Aware Learning for Aspect-based Sentiment Analysis IJCNLP 2021
Don’t Let Discourse Confine Your Model: Sequence Perturbations for Improved Event Language Models IJCNLP 2021
mTVR: Multilingual Moment Retrieval in Videos IJCNLP 2021