English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

Meetings typically involve multiple participants and lengthy conversations,resulting in redundant and trivial content. To overcome these challenges, wepropose a two-step framework, Reconstruct before Summarize (RbS), for effectiveand efficient meeting summarization. RbS first leverages a self-supervisedparadigm to annotate essential contents by reconstructing the meetingtranscripts. Secondly, we propose a relative positional bucketing (RPB)algorithm to equip (conventional) summarization models to generate the summary.Despite the additional reconstruction process, our proposed RPB significantlycompressed the input, leading to faster processing and reduced memoryconsumption compared to traditional summarization methods. We validate theeffectiveness and efficiency of our method through extensive evaluations andanalysis. On two meeting summarization datasets, AMI and ICSI, our approachoutperforms previous state-of-the-art approaches without relying on large-scalepre-training or expert-grade annotating tools.

Reconstruct Before Summarize: An Efficient Two-Step Framework for Condensing and Summarizing Meeting Transcripts