1 code implementation • 18 Sep 2019 • Reinald Kim Amplayo, Seonjae Lim, Seung-won Hwang
We propose a state-of-the-art CLT model called Length Transfer Networks (LeTraNets) that introduces a two-way encoding scheme for short and long texts using multiple training mechanisms.
1 code implementation • NAACL 2018 • Reinald Kim Amplayo, Seonjae Lim, Seung-won Hwang
To this end, we leverage on an off-the-shelf entity linking system (ELS) to extract linked entities and propose Entity2Topic (E2T), a module easily attachable to a sequence-to-sequence model that transforms a list of entities into a vector representation of the topic of the summary.
Ranked #23 on Text Summarization on GigaWord