11 citations · 18 across the 4 of their papers we have counts for
4 papers · 1 filter
Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization
Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang +2
In this paper, we present a denoising sequence-to-sequence (seq2seq) autoencoder via contrastive learning for abstractive text summarization. Our model adopts a standard Transforme…
A Two-Phase Approach for Abstractive Podcast Summarization
Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang +1
Podcast summarization is different from summarization of other data formats, such as news, patents, and scientific papers in that podcasts are often longer, conversational, colloqu…
Topic-Guided Abstractive Text Summarization: a Joint Learning Approach
Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang +2
We introduce a new approach for abstractive text summarization, Topic-Guided Abstractive Summarization, which calibrates long-range dependencies from topic-level features with glob…
A Baseline Analysis for Podcast Abstractive Summarization
Chujie Zheng, Harry Jiannan Wang, Kunpeng Zhang +1
Podcast summary, an important factor affecting end-users' listening decisions, has often been considered a critical feature in podcast recommendation systems, as well as many downs…