Proceedings of the 17th ACM International Conference on Web Search and Data Mining最新文献

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Multi-Granular Text Classification with Minimal Supervision 最小监督下的多粒度文本分类
Yunyi Zhang
{"title":"Multi-Granular Text Classification with Minimal Supervision","authors":"Yunyi Zhang","doi":"10.1145/3616855.3635735","DOIUrl":"https://doi.org/10.1145/3616855.3635735","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"8 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140286091","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Augmenting Keyword-based Search in Mobile Applications Using LLMs 使用 LLM 在移动应用中增强基于关键字的搜索
Harikrishnan C, Giridhar Sreenivasa Murthy, Kumar Rangarajan
{"title":"Augmenting Keyword-based Search in Mobile Applications Using LLMs","authors":"Harikrishnan C, Giridhar Sreenivasa Murthy, Kumar Rangarajan","doi":"10.1145/3616855.3635745","DOIUrl":"https://doi.org/10.1145/3616855.3635745","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"22 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140285677","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Journey to A Knowledgeable Assistant with Retrieval-Augmented Generation (RAG) 利用检索增强生成技术(RAG)实现知识型助理之旅
Xin Luna Dong
{"title":"The Journey to A Knowledgeable Assistant with Retrieval-Augmented Generation (RAG)","authors":"Xin Luna Dong","doi":"10.1145/3616855.3638207","DOIUrl":"https://doi.org/10.1145/3616855.3638207","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"13 6‐7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140285664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Automated Tailoring of Large Language Models for Industry-Specific Downstream Tasks 为特定行业下游任务自动定制大型语言模型
Shreya Saxena, Siva Prasad, Muneeswaran I, Advaith Shankar, Varun V, Saisubramaniam Gopalakrishnan, Vishal Vaddina
{"title":"Automated Tailoring of Large Language Models for Industry-Specific Downstream Tasks","authors":"Shreya Saxena, Siva Prasad, Muneeswaran I, Advaith Shankar, Varun V, Saisubramaniam Gopalakrishnan, Vishal Vaddina","doi":"10.1145/3616855.3635743","DOIUrl":"https://doi.org/10.1145/3616855.3635743","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"101 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140286061","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Guardian: Guarding against Gradient Leakage with Provable Defense for Federated Learning 守护者为联合学习提供可证明的防御,防止梯度泄漏
Mingyuan Fan, Yang Liu, Cen Chen, Chengyu Wang, Minghui Qiu, Wenmeng Zhou
{"title":"Guardian: Guarding against Gradient Leakage with Provable Defense for Federated Learning","authors":"Mingyuan Fan, Yang Liu, Cen Chen, Chengyu Wang, Minghui Qiu, Wenmeng Zhou","doi":"10.1145/3616855.3635758","DOIUrl":"https://doi.org/10.1145/3616855.3635758","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"18 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140285682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SIRUP: Search-based Book Recommendation Playground SIRUP:基于搜索的图书推荐游乐场
Ghazaleh Haratinezhad Torbati, Anna Tigunova, G. Weikum
{"title":"SIRUP: Search-based Book Recommendation Playground","authors":"Ghazaleh Haratinezhad Torbati, Anna Tigunova, G. Weikum","doi":"10.1145/3616855.3635692","DOIUrl":"https://doi.org/10.1145/3616855.3635692","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"4 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140285694","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Capturing Temporal Node Evolution via Self-supervised Learning: A New Perspective on Dynamic Graph Learning 通过自我监督学习捕捉时间节点演变:动态图学习的新视角
Lingwen Liu, Guangqi Wen, Peng Cao, Jinzhu Yang, Weiping Li, Osmar R. Zaiane
{"title":"Capturing Temporal Node Evolution via Self-supervised Learning: A New Perspective on Dynamic Graph Learning","authors":"Lingwen Liu, Guangqi Wen, Peng Cao, Jinzhu Yang, Weiping Li, Osmar R. Zaiane","doi":"10.1145/3616855.3635765","DOIUrl":"https://doi.org/10.1145/3616855.3635765","url":null,"abstract":"Dynamic graphs play an important role in many fields like social relationship analysis, recommender systems and medical science, as graphs evolve over time. It is fundamental to capture the evolution patterns for dynamic graphs. Existing works mostly focus on constraining the temporal smoothness between neighbor snap-shots, however, fail to capture sharp shifts, which can be beneficial for graph dynamics embedding. To solve it, we assume the evolution of dynamic graph nodes can be split into temporal shift embedding and temporal consistency embedding. Thus, we propose the Self-supervised Temporal-aware Dynamic Graph representation Learning framework (STDGL) for disentangling the temporal shift embedding from temporal consistency embedding via a well-designed auxiliary task from the perspectives of both node local and global connectivity modeling in a self-supervised manner, further enhancing the learning of interpretable graph representations and improving the performance of various downstream tasks. Extensive experiments on link prediction, edge classification and node classification tasks demonstrate STDGL successfully learns the disentan-gled temporal shift and consistency representations. Furthermore, the results indicate significant improvements in our STDGL over the state-of-the-art methods, and appealing interpretability and transferability owing to the disentangled node representations.","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"27 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140285669","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unbiased Learning to Rank: On Recent Advances and Practical Applications 无偏学习排名:最新进展与实际应用
Shashank Gupta, Philipp Hager, Jin Huang, Ali Vardasbi, Harrie Oosterhuis
{"title":"Unbiased Learning to Rank: On Recent Advances and Practical Applications","authors":"Shashank Gupta, Philipp Hager, Jin Huang, Ali Vardasbi, Harrie Oosterhuis","doi":"10.1145/3616855.3636451","DOIUrl":"https://doi.org/10.1145/3616855.3636451","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"96 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140286063","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Automatic Extraction of Patterns in Digital News Articles of Femicides occurred in Mexico by Text Mining Techniques 利用文本挖掘技术自动提取墨西哥杀戮女性事件数字新闻文章中的模式
Jonathan Zárate-Cartas, Alejandro Molina-Villegas
{"title":"Automatic Extraction of Patterns in Digital News Articles of Femicides occurred in Mexico by Text Mining Techniques","authors":"Jonathan Zárate-Cartas, Alejandro Molina-Villegas","doi":"10.1145/3616855.3636503","DOIUrl":"https://doi.org/10.1145/3616855.3636503","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"14 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140286123","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
WordGraph: A Python Package for Reconstructing Interactive Causal Graphical Models from Text Data WordGraph:从文本数据重构交互式因果图模型的 Python 软件包
Amine Ferdjaoui, Séverine Affeldt, Mohamed Nadif
{"title":"WordGraph: A Python Package for Reconstructing Interactive Causal Graphical Models from Text Data","authors":"Amine Ferdjaoui, Séverine Affeldt, Mohamed Nadif","doi":"10.1145/3616855.3635698","DOIUrl":"https://doi.org/10.1145/3616855.3635698","url":null,"abstract":"","PeriodicalId":517585,"journal":{"name":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining","volume":"14 7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140285687","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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