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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis ICML 2018
Learning to Automatically Generate Fill-In-The-Blank Quizzes ACL 2018
NICT Self-Training Approach to Neural Machine Translation at NMT-2018 ACL 2018
Importance of Self-Attention for Sentiment Analysis EMNLP 2018
Backpropagating through Structured Argmax using a SPIGOT ACL 2018
Non-linear motor control by local learning in spiking neural networks ICML 2018
Connecting Supervised and Unsupervised Sentence Embeddings ACL 2018
Variational Inference and Deep Generative Models ACL 2018
Improved Training for Online End-to-end Speech Recognition Systems INTERSPEECH 2018
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks EMNLP 2018
DVAE++: Discrete Variational Autoencoders with Overlapping Transformations ICML 2018
Learning Independent Causal Mechanisms ICML 2018
Disambiguating False-Alarm Hashtag Usages in Tweets for Irony Detection ACL 2018
HGSGNLP at IEST 2018: An Ensemble of Machine Learning and Deep Neural Architectures for Implicit Emotion Classification in Tweets EMNLP 2018
Towards Temporal Modelling of Categorical Speech Emotion Recognition INTERSPEECH 2018
Ternary Twitter Sentiment Classification with Distant Supervision and Sentiment-Specific Word Embeddings EMNLP 2018
Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing ACL 2018
BUT OpenSAT 2017 Speech Recognition System INTERSPEECH 2018
Joint Bootstrapping Machines for High Confidence Relation Extraction NAACL 2018
Deep Learning based Situated Goal-oriented Dialogue Systems INTERSPEECH 2018
Learning to Converse with Noisy Data: Generation with Calibration IJCAI 2018
A Weighted Superposition of Functional Contours Model for Modelling Contextual Prominence of Elementary Prosodic Contours INTERSPEECH 2018
Multi-talker Speech Separation Based on Permutation Invariant Training and Beamforming INTERSPEECH 2018
A Computational Model for the Linguistic Notion of Morphological Paradigm COLING 2018
Grounding the Semantics of Part-of-Day Nouns Worldwide using Twitter NAACL 2018