Pattern-Based Topic Models for Information Filtering. - Yang Gao 016; Yue Xu 001; Yuefeng Li (ICDM Workshops, 2013)

A Two-Stage Approach for Generating Topic Models. - Yang Gao 016; Yue Xu 001; Yuefeng Li; Bin Liu (PAKDD (2), 2013)

Pattern-based Topic Modelling for Query Expansion. - Yang Gao 016; Yue Xu 001; Yuefeng Li (AusDM, 2014)

Topical Pattern Based Document Modelling and Relevance Ranking. - Yang Gao 016; Yue Xu 001; Yuefeng Li (WISE (1), 2014)

A topic based document relevance ranking model. - Yang Gao 016; Yue Xu 001; Yuefeng Li (WWW (Companion Volume), 2014)

Mining Topical Relevant Patterns for Multi-document Summarization. - Yutong Wu 001; Yang Gao 016; Yuefeng Li; Yue Xu 001; Meihua Chen (WI-IAT (3), 2015)

Pattern-based Topics for Document Modelling in Information Filtering. - Yang Gao 016; Yue Xu 001; Yuefeng Li (IEEE Trans. Knowl. Data Eng., 2015)

A Framework for Automatic Personalised Ontology Learning. - Md. Abul Bashar; Yuefeng Li; Yang Gao 016 (WI, 2016)

Aligning Gaussian-Topic with Embedding Network for Summarization Ranking. - Linjing Wei; Heyan Huang; Yang Gao 016; Xiaochi Wei; Chong Feng 001 (APWeb/WAIM (1), 2017)

Conceptual Multi-layer Neural Network Model for Headline Generation. - Yi-Di Guo; Heyan Huang; Yang Gao 016; Chi Lu (CCL, 2017)

Leveraging Pattern Associations for Word Embedding Models. - Qian Liu 012; Heyan Huang; Yang Gao 016; Xiaochi Wei; Ruiying Geng (DASFAA (1), 2017)

Enhanced word embedding similarity measures using fuzzy rules for query expansion. - Qian Liu 012; Heyan Huang; Jie Lu 001; Yang Gao 016; Guangquan Zhang 001 (FUZZ-IEEE, 2017)

Topical Sentence Embedding for Query Focused Document Summarization. - Yang Gao 016; Linjing Wei; Heyan Huang; Qian Liu 012 (SML@IJCAI, 2017)

Conceptual annotation of text patterns. - Md. Abul Bashar; Yuefeng Li; Yan Shen; Yang Gao 016; Wei Huang (Comput. Intell., 2017)

Finding Semantically Valid and Relevant Topics by Association-Based Topic Selection Model. - Yang Gao 016; Yuefeng Li; Raymond Y. K. Lau; Yue Xu 001; Md. Abul Bashar (ACM Trans. Intell. Syst. Technol., 2017)

Semantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence. - Qian Liu 012; Heyan Huang; Guangquan Zhang 001; Yang Gao 016; Junyu Xuan; Jie Lu 001 (AAAI, 2018)

Task-oriented Word Embedding for Text Classification. - Qian Liu 012; Heyan Huang; Yang Gao 016; Xiaochi Wei; Yuxin Tian; Luyang Liu (COLING, 2018)

Extending Embedding Representation by Incorporating Latent Relations. - Yang Gao 016; Wenbo Wang; Liu Qian; Heyan Huang; Yuefeng Li (IEEE Access, 2018)

Sharing Pre-trained BERT Decoder for a Hybrid Summarization. - Ran Wei; Heyan Huang; Yang Gao 016 (CCL, 2019)

Concept Pointer Network for Abstractive Summarization. - Wenbo Wang; Yang Gao 016; Heyan Huang; Yuxiang Zhou (EMNLP/IJCNLP (1), 2019)

Multiple Perspective Answer Reranking for Multi-passage Reading Comprehension. - Mucheng Ren; Heyan Huang; Ran Wei; Hongyu Liu 001; Yu Bai 018; Yang Wang; Yang Gao 016 (NLPCC (2), 2019)

Neural Variational Correlated Topic Modeling. - Luyang Liu; Heyan Huang; Yang Gao 016; Yongfeng Zhang; Xiaochi Wei (WWW, 2019)

Mapping sentences to concept transferred space for semantic textual similarity. - Heyan Huang; Hao Wu 066; Xiaochi Wei; Yang Gao 016; Shumin Shi (Knowl. Inf. Syst., 2019)

An input information enhanced model for relation extraction. - Ming Lei; Heyan Huang; Chong Feng 001; Yang Gao 016; Chao Su 002 (Neural Comput. Appl., 2019)

Neural abstractive summarization fusing by global generative topics. - Yang Gao 016; Yang Wang; Luyang Liu; Yi-Di Guo; Heyan Huang (Neural Comput. Appl., 2020)

A Discriminative Convolutional Neural Network with Context-aware Attention. - Yuxiang Zhou; Lejian Liao; Yang Gao 016; Heyan Huang; Xiaochi Wei (ACM Trans. Intell. Syst. Technol., 2020)

Jointly Learning Topics in Sentence Embedding for Document Summarization. - Yang Gao 016; Yue Xu 001; Heyan Huang; Qian Liu 012; Linjing Wei; Luyang Liu (IEEE Trans. Knowl. Data Eng., 2020)

Exploring Explainable Selection to Control Abstractive Summarization. - Haonan Wang; Yang Gao 016; Yu Bai 018; Mirella Lapata; Heyan Huang (AAAI, 2021)

Cross-Lingual Abstractive Summarization with Limited Parallel Resources. - Yu Bai 018; Yang Gao 016; Heyan Huang (ACL/IJCNLP (1), 2021)

Prediction or Comparison: Toward Interpretable Qualitative Reasoning. - Mucheng Ren; Heyan Huang; Yang Gao 016 (ACL/IJCNLP (Findings), 2021)

To be Closer: Learning to Link up Aspects with Opinions. - Yuxiang Zhou; Lejian Liao; Yang Gao 016; Zhanming Jie; Wei Lu 011 (EMNLP (1), 2021)

Query-focused Abstractive Summarization via Question-answering Model. - Jiancheng Du; Yang Gao 016 (ICBK, 2021)

Bridging the Gap: Cross-Lingual Summarization with Compression Rate. - Yu Bai 018; Heyan Huang; Kai Fan 002; Yang Gao 016; Zewen Chi; Boxing Chen (CoRR, 2021)

SKR-QA: Semantic ranking and knowledge revise for multi-choice question answering. - Mucheng Ren; Heyan Huang; Yang Gao 016 (Neurocomputing, 2021)

Extracting salient features from convolutional discriminative filters. - Yuxiang Zhou; Lejian Liao; Yang Gao 016; Heyan Huang (Inf. Sci., 2021)

A Fuzzy Word Similarity Measure for Selecting Top-$k$ Similar Words in Query Expansion. - Qian Liu 012; Heyan Huang; Junyu Xuan; Guangquan Zhang 001; Yang Gao 016; Jie Lu 001 (IEEE Trans. Fuzzy Syst., 2021)

TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language Processing. - Mucheng Ren; Heyan Huang; Yuxiang Zhou; Qianwen Cao; Yuan Bu; Yang Gao 016 (CCL, 2022)

PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization. - Xiaochen Liu; Yang Gao 016; Yu Bai 018; Jiawei Li; Yinan Hu; Heyan Huang; Boxing Chen (COLING, 2022)

A Prototype-Based Few-Shot Named Entity Recognition. - Jian Cao; Yang Gao 016; Heyan Huang (ICCAI, 2022)

Stage-wise Stylistic Headline Generation: Style Generation and Summarized Content Insertion. - Jiaao Zhan; Yang Gao 016; Yu Bai 018; Qianhui Liu (IJCAI, 2022)

Unifying Cross-lingual Summarization and Machine Translation with Compression Rate. - Yu Bai 018; Heyan Huang; Kai Fan 002; Yang Gao 016; Yiming Zhu; Jiaao Zhan; Zewen Chi; Boxing Chen (SIGIR, 2022)

TCM-SD: A Large Dataset for Syndrome Differentiation in Traditional Chinese Medicine. - Mucheng Ren; Heyan Huang; Yuxiang Zhou; Yuan Bu; Yang Gao 016 (CoRR, 2022)

Non-autoregressive Translation with Dependency-Aware Decoder. - Jiaao Zhan; Qian Chen 003; Boxing Chen; Wen Wang 001; Yu Bai 018; Yang Gao 016 (CoRR, 2022)

PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization. - Xiaochen Liu; Yu Bai 018; Jiawei Li; Yinan Hu; Yang Gao 016 (CoRR, 2022)

G2: Enhance Knowledge Grounded Dialogue via Ground Graph. - Yizhe Yang; Yang Gao 016; Jiawei Li; Heyan Huang (CoRR, 2022)

Improving neural topic modeling via Sinkhorn divergence. - Luyang Liu; Heyan Huang; Yang Gao 016; Yongfeng Zhang (Inf. Process. Manag., 2022)

Interpretable modular knowledge reasoning for machine reading comprehension. - Mucheng Ren; Heyan Huang; Yang Gao 016 (Neural Comput. Appl., 2022)

TemplateGEC: Improving Grammatical Error Correction with Detection Template. - Yinghao Li; Xuebo Liu 002; Shuo Wang 013; Peiyuan Gong; Derek F. Wong; Yang Gao 016; Heyan Huang; Min Zhang 005 (ACL (1), 2023)

Ask to Understand: Question Generation for Multi-hop Question Answering. - Jiawei Li; Mucheng Ren; Yang Gao 016; Yizhe Yang (CCL, 2023)

Unsupervised Style Transfer in News Headlines via Discrete Style Space. - Qianhui Liu; Yang Gao 016; Yizhe Yang (CCL, 2023)

Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue. - Yizhe Yang; Heyan Huang; Yuhang Liu; Yang Gao 016 (EMNLP, 2023)

DePA: Improving Non-autoregressive Translation with Dependency-Aware Decoder. - Jiaao Zhan; Qian Chen 003; Boxing Chen; Wen Wang 001; Yu Bai 018; Yang Gao 016 (IWSLT@ACL, 2023)

Locating multiple magnetized anomalies by geomagnetic monitoring. - Rongliang Chen; Youjun Deng; Yang Gao 016; Jingzhi Li 001; Hongyu Liu 001 (CoRR, 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 016 (CoRR, 2023)

Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue. - Yizhe Yang; Heyan Huang; Yihang Liu; Yang Gao 016 (CoRR, 2023)

TopicBERT: A Topic-Enhanced Neural Language Model Fine-Tuned for Sentiment Classification. - Yuxiang Zhou; Lejian Liao; Yang Gao 016; Rui Wang 043; Heyan Huang (IEEE Trans. Neural Networks Learn. Syst., 2023)

Query focused summarization via relevance distillation. - Ye Yue; Yuanli Li; Jiaao Zhan; Yang Gao 016 (Neural Comput. Appl., 2023)

Word Matters: What Influences Domain Adaptation in Summarization? - Yinghao Li; Siyu Miao; Heyan Huang; Yang Gao 016 (ACL (1), 2024)

Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey. - Jiawei Li; Yizhe Yang; Yu Bai 018; Xiaofeng Zhou; Yinghao Li; Huashan Sun; Yuhang Liu; Xingpeng Si; Yuhao Ye; Yixiao Wu; Yiguan Lin; Bin Xu; et al. (ACL (1), 2024)

CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling. - Yu Bai 018; Xiyuan Zou; Heyan Huang; Sanxing Chen; Marc-Antoine Rondeau; Yang Gao 016; Jackie C. K. Cheung (EMNLP, 2024)

How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment. - Heyan Huang; Yinghao Li; Huashan Sun; Yu Bai 018; Yang Gao 016 (EMNLP (Findings), 2024)

MindLLM: Lightweight large language model pre-training, evaluation and domain application. - Yizhe Yang; Huashan Sun; Jiawei Li; Runheng Liu; Yinghao Li; Yuhang Liu; Yang Gao 016; Heyan Huang (AI Open, 2024)

Analyzing Task-Encoding Tokens in Large Language Models. - Yu Bai 018; Heyan Huang; Cesare Spinoso Di Piano; Marc-Antoine Rondeau; Sanxing Chen; Yang Gao 016; Jackie Chi Kit Cheung (CoRR, 2024)

RS-BERT: Pre-training radical enhanced sense embedding for Chinese word sense disambiguation. - Xiaofeng Zhou; Heyan Huang; Zewen Chi; Mucheng Ren; Yang Gao 016 (Inf. Process. Manag., 2024)

Building knowledge-grounded dialogue systems with graph-based semantic modelling. - Yizhe Yang; Heyan Huang; Yang Gao 016; Jiawei Li (Knowl. Based Syst., 2024)

Imaging multiple magnetized anomalies by geomagnetic monitoring. - Rongliang Chen; Youjun Deng; Yang Gao 016; Jingzhi Li 001; Hongyu Liu 001 (J. Comput. Phys., 2024)

Latent representation discretization for unsupervised text style generation. - Yang Gao 016; Qianhui Liu; Yizhe Yang; Ke Wang (Inf. Process. Manag., 2024)

Domain Adaptation and Summary Distillation for Unsupervised Query Focused Summarization. - Jiancheng Du; Yang Gao 016 (IEEE Trans. Knowl. Data Eng., 2024)

Enhancing consistency with the fusion of paralleled decoders for text generation. - Yaolin Li; Heyan Huang; Yu Bai 018; Yang Gao 016 (Inf. Fusion, 2025)

Extrapolation Merging: Keep Improving With Extrapolation and Merging. - Yiguan Lin; Bin Xu; Yinghao Li; Yang Gao 016 (CoRR, 2025)

DRMSpell: dynamically reweighting multimodality for Chinese spelling correction. - Yinghao Li; Heyan Huang; Baojun Wang; Yang Gao 016 (Frontiers Inf. Technol. Electron. Eng., 2025)

EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios. - Bin Xu; Yu Bai 018; Huashan Sun; Yiguan Lin; Siming Liu; Xinyue Liang; Yaolin Li; Yang Gao 016; Heyan Huang (CoRR, 2025)