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PMHR: Path-Based Multi-Hop Reasoning Incorporating Rule-Enhanced Reinforcement Learning and KG Embeddings 期刊论文
ELECTRONICS, 2024, 卷号: 13, 期号: 23, 页码: 18
作者:  Ma, Ang;  Yu, Yanhua;  Shi, Chuan;  Zhen, Shuai;  Pang, Liang;  Chua, Tat-Seng
收藏  |  浏览/下载：43/0  |  提交时间：2025/06/25
knowledge graphs  knowledge graph reasoning  reinforcement learning  multi-hop reasoning  
Cross-Model Comparative Loss for Enhancing Neuronal Utility in Language Understanding 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2024, 卷号: 42, 期号: 5, 页码: 29
作者:  Zhu, Yunchang;  Pang, Liang;  Wu, Kangxi;  Lan, Yanyan;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载：106/0  |  提交时间：2024/12/06
Natural language understanding  question answering  pseudo-relevance feedback  loss function  
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training Framework 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2024, 卷号: 42, 期号: 2, 页码: 32
作者:  Xu, Shicheng;  Pang, Liang;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载：108/0  |  提交时间：2024/05/20
Neural information retrieval  dense retrieval  reranking  prompt learning  
Distribution Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2022, 卷号: 30, 页码: 721-733
作者:  Yu, Weijie;  Xu, Chen;  Xu, Jun;  Pang, Liang;  Wen, Ji-Rong
收藏  |  浏览/下载：104/0  |  提交时间：2022/12/07
Semantics  Neural networks  Training  Task analysis  Measurement  Speech processing  Electronic mail  Text matching  sequence representation  natural language processing  
Knowledge Augmented Dialogue Generation with Divergent Facts Selection 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2020, 卷号: 210, 页码: 11
作者:  Jiang, Bin;  Yang, Jingxu;  Yang, Chao;  Zhou, Wanyue;  Pang, Liang;  Zhou, Xiaokang
收藏  |  浏览/下载：126/0  |  提交时间：2021/12/01
Open-domain dialogue systems  Knowledge selection  Subject drift  Attention mechanism  
A Deep Look into neural ranking models for information retrieval 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2020, 卷号: 57, 期号: 6, 页码: 20
作者:  Guo, Jiafeng;  Fan, Yixing;  Pang, Liang;  Yang, Liu;  Ai, Qingyao;  Zamani, Hamed;  Wu, Chen;  Croft, W. Bruce;  Cheng, Xueqi
收藏  |  浏览/下载：109/0  |  提交时间：2021/12/01
Neural ranking model  Information retrieval  Survey  
Image matting in the perception granular deep learning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2016, 卷号: 102, 页码: 51-63
作者:  Hu, Hong;  Pang, Liang;  Shi, Zhongzhi
收藏  |  浏览/下载：125/0  |  提交时间：2019/12/13
Image matting  Deep learning  Granular computing  Graph embedding  Granular deep learning