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Self-Supervised Learning

8,405 papers

Papers per year

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19
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Papers

Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations IJCNLP 2019
Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention IJCNLP 2019
Structuring Latent Spaces for Stylized Response Generation IJCNLP 2019
Negative Focus Detection via Contextual Attention Mechanism IJCNLP 2019
A Unified Neural Coherence Model IJCNLP 2019
Predicting Discourse Structure using Distant Supervision from Sentiment IJCNLP 2019
Finding Generalizable Evidence by Learning to Convince Q&A Models IJCNLP 2019
NL2pSQL: Generating Pseudo-SQL Queries from Under-Specified Natural Language Questions IJCNLP 2019
Is the Red Square Big? MALeViC: Modeling Adjectives Leveraging Visual Contexts IJCNLP 2019
Modeling Frames in Argumentation IJCNLP 2019
Exploring Diverse Expressions for Paraphrase Generation IJCNLP 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models IJCNLP 2019
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization IJCNLP 2019
Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis IJCNLP 2019
How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing IJCNLP 2019
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle IJCNLP 2019
Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification IJCNLP 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? IJCNLP 2019
GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue IJCNLP 2019
Recursive Context-Aware Lexical Simplification IJCNLP 2019
A Topic Augmented Text Generation Model: Joint Learning of Semantics and Structural Features IJCNLP 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers IJCNLP 2019
Cloze-driven Pretraining of Self-attention Networks IJCNLP 2019
Data-Anonymous Encoding for Text-to-SQL Generation IJCNLP 2019
Sequential Learning of Convolutional Features for Effective Text Classification IJCNLP 2019