Search Results for author: Lanqing Xue

Found 4 papers, 3 papers with code

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

1 code implementation ACL 2021 Dongkyu Lee, Zhiliang Tian, Lanqing Xue, Nevin L. Zhang

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.

Sentence Style Transfer +1

DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling

1 code implementation ACL 2021 Lanqing Xue, Kaitao Song, Duocai Wu, Xu Tan, Nevin L. Zhang, Tao Qin, Wei-Qiang Zhang, Tie-Yan Liu

In this paper, we develop DeepRapper, a Transformer-based rap generation system that can model both rhymes and rhythms.

Language Modelling

Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation

no code implementations ACL 2020 Zhiliang Tian, Wei Bi, Dongkyu Lee, Lanqing Xue, Yiping Song, Xiaojiang Liu, Nevin L. Zhang

In previous work, the external document is utilized by (1) creating a context-aware document memory that integrates information from the document and the conversational context, and then (2) generating responses referring to the memory.

Informativeness Response Generation

Not All Attention Is Needed: Gated Attention Network for Sequence Data

1 code implementation1 Dec 2019 Lanqing Xue, Xiaopeng Li, Nevin L. Zhang

Attention mechanisms compute input-dependent dynamic attention weights for aggregating a sequence of hidden states.

Sentence text-classification +1

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