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02/28/2022
Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks
Before entering the neural network, a token is generally converted to th...
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12/10/2021
DisCo: Effective Knowledge Distillation For Contrastive Learning of Sentence Embeddings
Contrastive learning has been proven suitable for learning sentence embe...
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09/09/2021
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding
Contrastive learning has been attracting much attention for learning uns...
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09/09/2021
Smoothed Contrastive Learning for Unsupervised Sentence Embedding
Contrastive learning has been gradually applied to learn high-quality un...
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05/25/2020
AutoSUM: Automating Feature Extraction and Multi-user Preference Simulation for Entity Summarization
Withthegrowthofknowledgegraphs, entity descriptions are becoming extreme...
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02/22/2020
Data Augmentation for Copy-Mechanism in Dialogue State Tracking
While several state-of-the-art approaches to dialogue state tracking (DS...
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09/05/2019
TransSent: Towards Generation of Structured Sentences with Discourse Marker
This paper focuses on the task of generating long structured sentences w...
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08/21/2019
"Mask and Infill" : Applying Masked Language Model to Sentiment Transfer
This paper focuses on the task of sentiment transfer on non-parallel tex...
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12/17/2018