Weijia Jia

A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding

2022 · arXiv (Cornell University)

Multi-Intent Spoken Language Understanding (SLU), a novel and more complex scenario of SLU, is attracting increasing attention. Unlike traditional SLU, each intent in this scenario has its specific scope. Semantic information outside the scope even …

Improving Abstractive Document Summarization with Salient Information Modeling

2019

Comprehensive document encoding and salient information selection are two major difficulties for generating summaries with adequate salient information. To tackle the above difficulties, we propose a Transformerbased encoder-decoder framework with two novel extensions for abstractive …