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05/18/2023
Counterfactual Debiasing for Generating Factually Consistent Text Summaries
Despite substantial progress in abstractive text summarization to genera...
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12/12/2022
Collaborating Heterogeneous Natural Language Processing Tasks via Federated Learning
The increasing privacy concerns on personal private text data promote th...
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06/07/2022
Federated Hetero-Task Learning
To investigate the heterogeneity of federated learning in real-world sce...
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12/22/2021
A Survey of Natural Language Generation
This paper offers a comprehensive review of the research on Natural Lang...
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10/16/2021
HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression
On many natural language processing tasks, large pre-trained language mo...
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09/15/2021