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- W4384390227 abstract "Answer selection in open-domain dialogues aims to select an accurate answer from candidates. Recent success of answer selection models hinges on training with large amounts of labeled data. However, collecting large-scale labeled data is labor-intensive and time-consuming. In this paper, we introduce the predicted intent labels to calibrate answer labels in a self-training paradigm. Specifically, we propose the intent-calibrated self-training (ICAST) to improve the quality of pseudo answer labels through the intent-calibrated answer selection paradigm, in which we employ pseudo intent labels to help improve pseudo answer labels. We carry out extensive experiments on two benchmark datasets with open-domain dialogues. The experimental results show that ICAST outperforms baselines consistently with 1%, 5% and 10% labeled data. Specifically, it improves 2.06% and 1.00% of F1 score on the two datasets, compared with the strongest baseline with only 5% labeled data." @default.
- W4384390227 created "2023-07-15" @default.
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- W4384390227 date "2023-07-13" @default.
- W4384390227 modified "2023-10-16" @default.
- W4384390227 title "Intent-calibrated Self-training for Answer Selection in Open-domain Dialogues" @default.
- W4384390227 doi "https://doi.org/10.48550/arxiv.2307.06703" @default.
- W4384390227 hasPublicationYear "2023" @default.
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