Toggle navigation
Home
News
Publications
Members
Contact
Publications
2024
Word Matters: What Influences Domain Adaptation in Summarization?
Yinghao Li
,
Siyu Miao
,
Heyan Huang
,
Yang Gao
ACL 2024
June, 2024
Details
PDF
Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey
Jiawei Li
,
Yizhe Yang
,
Yu Bai
,
Xiaofeng Zhou
,
Yinghao Li
,
Huashan Sun
,
Yuhang Liu
,
Xingpeng Si
,
Yuhao Ye
,
Yixiao Wu
,
Yiguan Lin
,
Bin Xu
,
Bowen Ren
,
Chong Feng
,
Heyan Huang
,
Yang Gao
ACL 2024
June, 2024
Details
Stage-wise Stylistic Headline Generation: Style Generation and Summarized Content Insertion
Jiaao Zhan
,
Yang Gao
,
Yu Bai
,
Qianhui Liu
IJCAI
June, 2024
Details
PDF
DRMSpell: Dynamically Reweighting Multimodality for Chinese Spelling Correction
Yinghao Li
,
Heyan Huang
,
Baojun Wang
,
Yang Gao
FITEE
May, 2024
Details
PDF
Latent representation discretization for unsupervised text style generation
Yang Gao
,
Qianhui Liu
,
Yizhe Yang
,
Ke Wang
Process. Manag.
March, 2024
Details
PDF
2023
MindLLM: Pre-training Lightweight Large Language Model from Scratch, Evaluations and Domain Applications
Yizhe Yang
,
Huashan Sun
,
Jiawei Li
,
Runheng Liu
,
Yinghao Li
,
Yuhang Liu
,
Heyan Huang
,
Yang Gao
October, 2023
Details
PDF
Domain adaptation and Summary Distillation for Unsupervised Query Focused Summarization
Jiancheng Du
,
Yang Gao
IEEE Transactions on Knowledge and Data Engineering
July, 2023
Details
PDF
TemplateGEC: Improving Grammatical Error Correction with Detection Template
Yinghao Li
,
Xuebo Liu
,
Shuo Wang
,
Peiyuan Gong
,
Derek F. Wong
,
Yang Gao
,
Heyan Huang
,
Min Zhang
ACL 2023
July, 2023
Details
PDF
Ask to Understand: Question Generation for Multi-hop Question Answering
Jiawei Li
,
Muchen Ren
,
Yang Gao
,
Yizhe Yang
Chinese Information Processing Society of China
April, 2023
Details
PDF
Unsupervised Style Transfer in News Headlines via Discrete Style Space
Qianhui Liu
,
Yang Gao
,
Yizhe Yang
Chinese Information Processing Society of China
April, 2023
Details
PDF
TopicBERT: A Topic-Enhanced Neural Language Model Fine-Tuned for Sentiment Classification
Yuxiang Zhou
,
Leijian Liao
,
Yang Gao
,
Rui Wang
,
Heyan Huang
IEEE Transactions on Neural Networks and Learning Systems
January, 2023
Details
PDF
2022
Interpretable modular knowledge reasoning for machine reading comprehension
Muchen Ren
,
Heyan Huang
,
Yang Gao
Neural Computation
July, 2022
Details
PDF
Building Knowledge-Grounded Dialogue Systems with Graph-Based Semantic Modeling
Yizhe Yang
,
Heyan Huang
,
Yang Gao
,
Jiawei Li
Knowledge-Based Systems,2024
April, 2022
Details
PDF
PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization
Xiaochen Liu
,
Yang Gao
,
Yu Bai
,
Jiawei Li
,
Yinan Hu
,
Heyan Huang
,
Boxing Chen
COLING 2022
April, 2022
Details
PDF
TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language Processing
Muchen Ren
,
Heyan Huang
,
Yuxiang Zhou
,
Qianwen Cao
,
Yuan Bu
,
Yang Gao
In Proceedings of CCL 2022, Best Paper Award.
March, 2022
Details
PDF
2021
To be Closer: Learning to Link up Aspects with Opinions
Yuxiang Zhou
,
Leijian Liao
,
Yang Gao
,
Zhanming Jie
,
Wei Lu
EMNLP
November, 2021
Details
PDF
Unifying Cross-lingual Summarization and Machine Translation with Compression Rate
Jiancheng Du
,
Yang Gao
SIGIR 2022
October, 2021
Details
PDF
SKR-QA: Semantic ranking and knowledge revise for multi-choice question answering
Muchen Ren
,
Heyan Huang
,
Yang Gao
Neural Computation
October, 2021
Details
PDF
Cross-Lingual Abstractive Summarization with Limited Parallel Resources
Yu Bai
,
Yang Gao
,
Heyan Huang
ACL 2021
May, 2021
Details
PDF
Extracting salient features from convolutional discriminative filter
Yuxiang Zhou
,
Leijian Liao
,
Yang Gao
,
Heyan Huang
Information Sciences
May, 2021
Details
PDF
Extracting salient features from convolutional discriminative filters
Yuxiang Zhou
,
Lejian Liao
,
Yang Gao
,
Heyan Huang
Information Sciences
May, 2021
Details
PDF
2020
Jointly Learning Topics in Sentence Embedding for Document Summarization
Yang Gao
,
Yue Xu
,
Heyan Huang
,
Qian Liu
,
Linjing Wang
,
Luyang Liu
IEEE Transactions on Knowledge and Data Engineering (TKDE)
April, 2020
Details
PDF
2019
Concept Pointer Network for Abstractive Summarization
Wenbo Wang
,
Yang Gao
,
Heyan Huang
,
Yuxiang Zhou
EMNLP 2019
October, 2019
Details
PDF
Neural Variational Correlated Topic Modeling
Luyang Liu
,
Heyan Huang
,
Yang Gao
,
Yongfeng Zhang
,
Xiaochi Wei
The World Wide Web Conference 2019
May, 2019
Details
PDF
2018
Task-oriented Word Embedding for Text Classification
Qian Liu
,
Heyan Huang
,
Yang Gao
,
Xiaochi Wei
,
Yuxin Tian
,
Luyang Liu
COLING 2018
April, 2018
Details
PDF
Semantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence
Qian Liu
,
Heyan Huang
,
Guanquan Zhang
,
Yang Gao
,
Junyu Xuan
,
Jie Lu
AAAI 2018
February, 2018
Details
PDF
2014
Pattern-based Topics for Document Modelling in Information Filtering
Yang Gao
,
Yue Xu
,
Yuefeng Li
IEEE Transactions on Knowledge and Data Engineering
December, 2014
Details
PDF