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05/22/2023
Small Language Models Improve Giants by Rewriting Their Outputs
Large language models (LLMs) have demonstrated impressive few-shot learn...
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01/24/2023
Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction
Crosslingual conditional generation (e.g., machine translation) has long...
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06/03/2022
Beyond Opinion Mining: Summarizing Opinions of Customer Reviews
Customer reviews are vital for making purchasing decisions in the Inform...
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05/04/2022
Efficient Few-Shot Fine-Tuning for Opinion Summarization
Abstractive summarization models are typically pre-trained on large amou...
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09/09/2021
Learning Opinion Summarizers by Selecting Informative Reviews
Opinion summarization has been traditionally approached with unsupervise...
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04/17/2021
Transductive Learning for Abstractive News Summarization
Pre-trained language models have recently advanced abstractive summariza...
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04/30/2020
Few-Shot Learning for Abstractive Multi-Document Opinion Summarization
Opinion summarization is an automatic creation of text reflecting subjec...
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11/06/2019
Unsupervised Multi-Document Opinion Summarization as Copycat-Review Generation
Summarization of opinions is the process of automatically creating text ...
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11/29/2017