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| Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders | Apr 16, 2021 | Contrastive LearningCross-Lingual Semantic Textual Similarity | CodeCode Available | 1 |
| Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching | Jan 16, 2021 | Community Question AnsweringForm | CodeCode Available | 1 |
| Example-Driven Intent Prediction with Observers | Oct 17, 2020 | Attributeintent-classification | CodeCode Available | 1 |
| Parallel Sentence Mining by Constrained Decoding | Jul 1, 2020 | Cross-Lingual Bitext MiningMachine Translation | CodeCode Available | 1 |
| Deep Learning Enabled Semantic Communication Systems | Jun 18, 2020 | Deep LearningSemantic Communication | CodeCode Available | 1 |
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| A Divide-and-Conquer Approach to the Summarization of Long Documents | Apr 13, 2020 | ArticlesDocument Summarization | CodeCode Available | 1 |
| On the Effect of Dropping Layers of Pre-trained Transformer Models | Apr 8, 2020 | Knowledge DistillationSentence | CodeCode Available | 1 |
| SentEval: An Evaluation Toolkit for Universal Sentence Representations | Mar 14, 2018 | General ClassificationMulti-class Classification | CodeCode Available | 1 |
