no code implementations • nlppower (ACL) 2022 • Amr Keleg, Matthias Lindemann, Danyang Liu, Wanqiu Long, Bonnie L. Webber
Automatic evaluation indicates that removing straplines and noise from the training data of a news summarizer results in higher quality summaries, with improvements as high as 7 points ROUGE score.
no code implementations • 19 Feb 2024 • Danna Zheng, Danyang Liu, Mirella Lapata, Jeff Z. Pan
Large Language Models (LLMs) have demonstrated impressive capabilities across various domains, prompting a surge in their practical applications.
no code implementations • 8 Oct 2023 • Danyang Liu, Mirella Lapata, Frank Keller
Our model translates the image sequence into a visual prefix, a sequence of continuous embeddings which language models can interpret.
no code implementations • 22 Sep 2023 • Huixuan Chi, Hao Xu, Mengya Liu, Yuanchen Bei, Sheng Zhou, Danyang Liu, Mengdi Zhang
(2) spatiotemporal collaborative signal, which indicates similar users have similar preferences at specific locations and times.
1 code implementation • 30 Mar 2023 • Danyang Liu, Frank Keller
Characters are essential to the plot of any story.
2 code implementations • ACL 2020 • Fangzhao Wu, Ying Qiao, Jiun-Hung Chen, Chuhan Wu, Tao Qi, Jianxun Lian, Danyang Liu, Xing Xie, Jianfeng Gao, Winnie Wu, Ming Zhou
News recommendation is an important technique for personalized news service.
1 code implementation • 25 Oct 2019 • Danyang Liu, Jianxun Lian, Shiyin Wang, Ying Qiao, Jiun-Hung Chen, Guangzhong Sun, Xing Xie
News articles usually contain knowledge entities such as celebrities or organizations.
no code implementations • 24 Jun 2019 • Xiao Zhou, Danyang Liu, Jianxun Lian, Xing Xie
The success of recommender systems in modern online platforms is inseparable from the accurate capture of users' personal tastes.