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Retriever-generator-verification: A novel approach to enhancing factual coherence in open-domain question answering 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2025, 卷号: 62, 期号: 4, 页码: 16
作者:  Sun, Shiqi;  Zhang, Kun;  Li, Jingyuan;  Yu, Min;  Hou, Kun;  Wang, Yuanzhuo;  Cheng, Xueqi
收藏  |  浏览/下载：7/0  |  提交时间：2025/06/25
Question answering  Large language model  Information retrieval  In-context learning  
Prompting Video-Language Foundation Models With Domain-Specific Fine-Grained Heuristics for Video Question Answering 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 2, 页码: 1615-1630
作者:  Yu, Ting;  Fu, Kunhao;  Wang, Shuhui;  Huang, Qingming;  Yu, Jun
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
Cognition  Computational modeling  Visualization  Context modeling  Data models  Adaptation models  Accuracy  Question answering (information retrieval)  Transformers  Feature extraction  Video question answering  discriminative unimodal comprehension  cross-modal interaction  domain-specific heuristics  video-language foundation models  entity-action relationships  context-aware reasoning  
Consistency Conditioned Memory Augmented Dynamic Diagnosis Model for Medical Visual Question Answering 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 2, 页码: 1357-1370
作者:  Yu, Ting;  Ge, Binhui;  Wang, Shuhui;  Yang, Yan;  Huang, Qingming;  Yu, Jun
收藏  |  浏览/下载：5/0  |  提交时间：2025/06/25
Medical diagnostic imaging  Visualization  Question answering (information retrieval)  Feature extraction  Semantics  Engines  Cognition  Accuracy  Predictive models  Electronic mail  Clinical decisions  consistency  dynamic memory diagnosis  dynamic reasoning  medical assistance  medical visual question answering  
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：25/0  |  提交时间：2024/05/20
Neural information retrieval  dense retrieval  reranking  prompt learning  
General Greedy De-Bias Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9789-9805
作者:  Han, Xinzhe;  Wang, Shuhui;  Su, Chi;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：34/0  |  提交时间：2023/12/04
Task analysis  Correlation  Training  Data models  Question answering (information retrieval)  Visualization  Image classification  Curriculum learning  dataset biases  greedy strategy  robust learning  
ACRank:在神经排序模型中引入检索公理知识 期刊论文
计算机学报, 2023, 卷号: 46, 期号: 10, 页码: 2117
作者:  薄琳;  庞亮;  张朝亮;  王钊伟;  董振华;  徐君;  文继荣
收藏  |  浏览/下载：26/0  |  提交时间：2024/05/20
neural ranking model  information retrieval axiom  contrastive learning  knowledge driven  data driven  神经检索模型  信息检索公理  对比学习  知识驱动  数据驱动  
Semantic Models for the First-Stage Retrieval: A Comprehensive Review 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2022, 卷号: 40, 期号: 4, 页码: 42
作者:  Guo, Jiafeng;  Cai, Yinqiong;  Fan, Yixing;  Sun, Fei;  Zhang, Ruqing;  Cheng, Xueqi
收藏  |  浏览/下载：43/0  |  提交时间：2022/12/07
Semantic retrieval models  information retrieval  survey  
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：60/0  |  提交时间：2021/12/01
Neural ranking model  Information retrieval  Survey  
Information retrieval: a view from the Chinese IR community 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2020, 卷号: 15, 期号: 1, 页码: 15
作者:  Chen, Zhumin;  Cheng, Xueqi;  Dong, Shoubin;  Dou, Zhicheng;  Guo, Jiafeng;  Huang, Xuanjing;  Lan, Yanyan;  Li, Chenliang;  Li, Ru;  Liu, Tie-Yan;  Liu, Yiqun;  Ma, Jun;  Qin, Bing;  Wang, Mingwen;  Wen, Jirong;  Xu, Jun;  Zhang, Min;  Zhang, Peng;  Zhang, Qi
收藏  |  浏览/下载：85/0  |  提交时间：2020/12/10
information retrieval  redefinition  information  scope of retrieval  retrieval models  users  system architecture  evaluation  
Learning bi-utterance for multi-turn response selection in retrieval-based chatbots 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2019, 卷号: 16, 期号: 2, 页码: 10
作者:  Wang, Shuliang;  Li, Dapeng;  Geng, Jing;  Yang, Longxing;  Dai, Tianru
收藏  |  浏览/下载：96/0  |  提交时间：2019/08/16
Learning bi-utterance  dialogue system  deep learning  information retrieval