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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Noise2Self: Blind Denoising by Self-Supervision ICML 2019
Medical Entity Linking using Triplet Network NAACL 2019
Neural Text Style Transfer via Denoising and Reranking NAACL 2019
HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition NAACL 2019
Towards Coherent and Cohesive Long-form Text Generation NAACL 2019
Context Dependent Semantic Parsing over Temporally Structured Data NAACL 2019
News Article Teaser Tweets and How to Generate Them NAACL 2019
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference NAACL 2019
Simulating Spanish-English Code-Switching: El Modelo Está Generating Code-Switches NAACL 2019
Towards augmenting crisis counselor training by improving message retrieval NAACL 2019
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling NAACL 2019
Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs NAACL 2019
Mining Discourse Markers for Unsupervised Sentence Representation Learning NAACL 2019
Towards Fine-grained Text Sentiment Transfer ACL 2019
Detecting cognitive impairments by agreeing on interpretations of linguistic features NAACL 2019
Improving the Robustness of Question Answering Systems to Question Paraphrasing ACL 2019
Semantic Change and Emerging Tropes In a Large Corpus of New High German Poetry ACL 2019
Predicting Historical Phonetic Features using Deep Neural Networks: A Case Study of the Phonetic System of Proto-Indo-European ACL 2019
Self-Supervised Speaker Embeddings INTERSPEECH 2019
Analyzing Sentence Fusion in Abstractive Summarization EMNLP 2019
Learning to Regress 3D Face Shape and Expression From an Image Without 3D Supervision CVPR 2019
SGD on Neural Networks Learns Functions of Increasing Complexity NIPS 2019
An Iterative and Cooperative Top-Down and Bottom-Up Inference Network for Salient Object Detection CVPR 2019
Revisiting Self-Supervised Visual Representation Learning CVPR 2019
Simple Construction of Mixed-Language Texts for Vocabulary Learning ACL 2019