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Lanqing Xue

3 accepted papers

2024

PASUM: A Pre-training Architecture for Social Media User Modeling Based on Text Graph

COLING 2024main

Modeling social media users is the core of social governance in the digital society. Existing works have incorporated different digital traces to better learn the representations of social media users, including text information encoded by pre-trained language models and social network information e…

2021

DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling

ACL 2021long

Rap generation, which aims to produce lyrics and corresponding singing beats, needs to model both rhymes and rhythms. Previous works for rap generation focused on rhyming lyrics, but ignored rhythmic beats, which are important for rap performance. In this paper, we develop DeepRapper, a Transformer-…

2021

Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization

ACL 2021long

Text style transfer aims to alter the style (e.g., sentiment) of a sentence while preserving its content. A common approach is to map a given sentence to content representation that is free of style, and the content representation is fed to a decoder with a target style. Previous methods in filterin…