Meituan Technology Team
May 26, 2022 · Artificial Intelligence
Span-Level Dialogue Summarization via Distant Supervision and Machine Reading Comprehension (DSMRC‑S)
The paper reviews classic summarization models, then proposes DSMRC‑S, a span-level extractive dialogue summarization method using distant supervision and a machine‑reading‑comprehension framework, with token‑level labeling and density‑based span selection, achieving state‑of‑the‑art BLEU and ROUGE improvements on a large Meituan dialogue dataset.
BERTDialogue Summarizationmachine reading comprehension
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