So What's the Plan? Mining Strategic Planning Documents
National Research University Higher School of Economics（俄罗斯国家研究型高等经济大学）；Novosibirsk State University（新西伯利亚国立大学）；A.P. Ershov Institute of Informatics Systems SB RAS（俄罗斯科学院西伯利亚分院A.P.埃尔肖夫信息系统研究所）；Kazan Federal University（喀山联邦大学）；ABBYY（ABBYY公司）；Moscow Institute of Physics and Technology（莫斯科物理技术学院）；Innopolis University（因诺波利斯大学）
Ekaterina Artemova, Tatiana Batura, Anna Golenkovskaya, Vitaly Ivanin, Vladimir Ivanov, Veronika Sarkisyan, Ivan Smurov, Elena Tutubalina
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15 pages, 3 figures, 5 tables. The paper has been accepted for the Fifth International Conference on Digital Transformation and Global Society (DTGS 2020)
In this paper we present a corpus of Russian strategic planning documents, RuREBus. This project is grounded both from language technology and e-government perspectives. Not only new language sources and tools are being developed, but also their applications to e-goverment research. We demonstrate the pipeline for creating a text corpus from scratch. First, the annotation schema is designed. Next texts are marked up using human-in-the-loop strategy, so that preliminary annotations are derived from a machine learning model and are manually corrected. The amount of annotated texts is large enough to showcase what insights can be gained from RuREBus.
SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search
Department of Computer Science and Engineering, The Ohio State University, USA（计算机科学与工程系，俄亥俄州立大学）；Department of Biomedical Informatics, The Ohio State University, USA（生物医学信息学系，俄亥俄州立大学）；Translational Data Analytics Institute, The Ohio State University, USA（转化数据分析研究所，俄亥俄州立大学）
SPADE-Bench: Evaluating Spontaneous Strategic Deception in Agents via Plan-Action Divergence
Beijing Academy of Artificial Intelligence（北京人工智能研究院）；Peking University（北京大学）；University of Science and Technology of China（中国科学技术大学）；University of Chinese Academy of Science（中国科学院大学）；Alibaba Group（阿里巴巴集团）
Optimizing Legal Document Retrieval in Vietnamese with Semi-Hard Negative Mining
Faculty of Computer Science, University of Information Technology, Ho Chi Minh City, Vietnam（信息科技学院计算机科学系，胡志明市，越南）；Faculty of Information Science and Engineering, University of Information Technology, Ho Chi Minh City, Vietnam（信息科技学院信息科学与工程系，胡志明市，越南）；Laboratory of Multimedia Communications, University of Information Technology, Ho Chi Minh City, Vietnam（信息科技学院多媒体通信实验室，胡志明市，越南）；Vietnam National University, Ho Chi Minh City, Vietnam（越南国家大学，胡志明市，越南）
JADE: Bridging the Strategic-Operational Gap in Dynamic Agentic RAG
Renmin University of China（中国人民大学）；Xiaohongshu Inc.（小红书公司）；Institute of Automation,Chinese Academy of Sciences（中国科学院自动化研究所）；Shanghai AI Laboratory（上海人工智能实验室）
