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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation ACL 2020
Towards Conversational Recommendation over Multi-Type Dialogs ACL 2020
Exclusive Hierarchical Decoding for Deep Keyphrase Generation ACL 2020
SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization ACL 2020
Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation ACL 2020
Dialogue Coherence Assessment Without Explicit Dialogue Act Labels ACL 2020
Unsupervised Opinion Summarization with Noising and Denoising ACL 2020
Efficient Strategies for Hierarchical Text Classification: External Knowledge and Auxiliary Tasks ACL 2020
Improved Speech Representations with Multi-Target Autoregressive Predictive Coding ACL 2020
Learning an Unreferenced Metric for Online Dialogue Evaluation ACL 2020
Low Resource Sequence Tagging using Sentence Reconstruction ACL 2020
Pretrained Transformers Improve Out-of-Distribution Robustness ACL 2020
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation ACL 2020
Zero-shot Text Classification via Reinforced Self-training ACL 2020
ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction ACL 2020
Stock Embeddings Acquired from News Articles and Price History, and an Application to Portfolio Optimization ACL 2020
On the Robustness of Language Encoders against Grammatical Errors ACL 2020
On the Encoder-Decoder Incompatibility in Variational Text Modeling and Beyond ACL 2020
Aspect Sentiment Classification with Document-level Sentiment Preference Modeling ACL 2020
A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction ACL 2020
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis ACL 2020
Neural Reranking for Dependency Parsing: An Evaluation ACL 2020
Target Inference in Argument Conclusion Generation ACL 2020
Sentiment and Emotion help Sarcasm? A Multi-task Learning Framework for Multi-Modal Sarcasm, Sentiment and Emotion Analysis ACL 2020
Curriculum Learning for Natural Language Understanding ACL 2020