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08/21/2023
Unsupervised Dialogue Topic Segmentation in Hyperdimensional Space
We present HyperSeg, a hyperdimensional computing (HDC) approach to unsu...
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10/17/2022
Leveraging Non-dialogue Summaries for Dialogue Summarization
To mitigate the lack of diverse dialogue summarization datasets in acade...
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10/13/2022
LIME: Weakly-Supervised Text Classification Without Seeds
In weakly-supervised text classification, only label names act as source...
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05/26/2022
Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion
We advance the state-of-the-art in unsupervised abstractive dialogue sum...
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08/05/2021
Finetuning Pretrained Transformers into Variational Autoencoders
Text variational autoencoders (VAEs) are notorious for posterior collaps...
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08/04/2021