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Littérature scientifique sur le sujet « Entity-level »

Auteur : Grafiati

Publié le 7 juin 2025

Mis à jour le 2 août 2025

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Articles de revues sur le sujet "Entity-level"

Yaghoobzadeh, Yadollah, Heike Adel, and Hinrich Schuetze. "Corpus-Level Fine-Grained Entity Typing." Journal of Artificial Intelligence Research 61 (April 17, 2018): 835–62. http://dx.doi.org/10.1613/jair.5601.

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Extracting information about entities remains an important research area. This paper addresses the problem of corpus-level entity typing, i.e., inferring from a large corpus that an entity is a member of a class, such as "food" or "artist". The application of entity typing we are interested in is knowledge base completion, specifically, to learn which classes an entity is a member of. We propose FIGMENT to tackle this problem. FIGMENT is embedding-based and combines (i) a global model that computes scores based on global information of an entity and (ii) a context model that first evaluates th

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Xu, Zhengfei, Sijia Zhao, Yanchao Hao, et al. "Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking." Proceedings of the AAAI Conference on Artificial Intelligence 39, no. 12 (2025): 12981–89. https://doi.org/10.1609/aaai.v39i12.33416.

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Visual Entity Linking (VEL) is a crucial task for achieving fine-grained visual understanding, matching objects within images (visual mentions) to entities in a knowledge base. Previous VEL tasks rely on textual inputs, but writing queries for complex scenes can be challenging. Visual inputs like clicks or bounding boxes offer a more convenient alternative. Therefore, we propose a new task, Pixel-Level Visual Entity Linking (PL-VEL), which uses pixel masks from visual inputs to refer to objects, supplementing reference methods for VEL. To facilitate research on this task, we have constructed t

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Unnikrishnan, Vishnu, Christian Beyer, Pawel Matuszyk, et al. "Entity-level stream classification: exploiting entity similarity to label the future observations referring to an entity." International Journal of Data Science and Analytics 9, no. 1 (2019): 1–15. http://dx.doi.org/10.1007/s41060-019-00177-1.

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Yu, Jianfei, Jing Jiang, and Rui Xia. "Entity-Sensitive Attention and Fusion Network for Entity-Level Multimodal Sentiment Classification." IEEE/ACM Transactions on Audio, Speech, and Language Processing 28 (2020): 429–39. http://dx.doi.org/10.1109/taslp.2019.2957872.

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Beyer, Christian, Vishnu Unnikrishnan, Robert Brüggemann, et al. "Resource management for model learning at entity level." Annals of Telecommunications 75, no. 9-10 (2020): 549–61. http://dx.doi.org/10.1007/s12243-020-00800-4.

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Abstract Many current and future applications plan to provide entity-specific predictions. These range from individualized healthcare applications to user-specific purchase recommendations. In our previous stream-based work on Amazon review data, we could show that error-weighted ensembles that combine entity-centric classifiers, which are only trained on reviews of one particular product (entity), and entity-ignorant classifiers, which are trained on all reviews irrespective of the product, can improve prediction quality. This came at the cost of storing multiple entity-centric models in prim

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Partridge, C., and G. Trewitt. "The high-level entity management system (HEMS)." IEEE Network 2, no. 2 (1988): 37–42. http://dx.doi.org/10.1109/65.3257.

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Ribeiro, Clarissa. "Molmedia: Communication at the elementary entity level." Technoetic Arts 16, no. 2 (2018): 153–64. http://dx.doi.org/10.1386/tear.16.2.153_1.

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Qian, Tao, Meishan Zhang, Yinxia Lou, and Daiwen Hua. "A Joint Model for Named Entity Recognition With Sentence-Level Entity Type Attentions." IEEE/ACM Transactions on Audio, Speech, and Language Processing 29 (2021): 1438–48. http://dx.doi.org/10.1109/taslp.2021.3069295.

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Bai, Qingchun, Kai Wei, Jie Zhou, et al. "Entity-level sentiment prediction in Danmaku video interaction." Journal of Supercomputing 77, no. 9 (2021): 9474–93. http://dx.doi.org/10.1007/s11227-021-03652-4.

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Yuan, Changsen, Heyan Huang, Chong Feng, Ge Shi, and Xiaochi Wei. "Document-level relation extraction with Entity-Selection Attention." Information Sciences 568 (August 2021): 163–74. http://dx.doi.org/10.1016/j.ins.2021.04.007.

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Thèses sur le sujet "Entity-level"

Moilanen, Karo. "Compositional entity-level sentiment analysis." Thesis, University of Oxford, 2010. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.559817.

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This thesis presents a computational text analysis tool called AFFECTiS (Affect Interpretation/Inference System) which focuses on the task of interpreting natural language text based on its subjective, non-factual, affective properties that go beyond the 'traditional' factual, objective dimensions of meaning that have so far been the main focus of Natural Language Processing and Computational Linguistics. The thesis presents a fully compositional uniform wide-coverage computational model of sentiment in text that builds on a number of fundamental compositional sentiment phenomena and processes

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Govind. "Entity-level Event Impact Analytics." Thesis, Normandie, 2018. http://www.theses.fr/2018NORMC260/document.

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Notre société est de plus en plus présente sur le Web. En conséquence, une grande partie des événements quotidiens a vocation à être numérisée. Dans ce cadre, le Web contient des descriptions de divers événements du monde réel et provenant du monde entier. L'ampleur de ces événements peut varier, allant de ceux pertinents uniquement localement à ceux qui retiennent l'attention du monde entier. La presse et les médias sociaux permettent d’atteindre une diffusion presque mondiale. L’ensemble de toutes ces données décrivant des événements sociétaux potentiellement complexes ouvre la porte à de no

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Chan, Hock Chuan. "A knowledge level user interface using the entity-relationship model." Thesis, University of British Columbia, 1989. http://hdl.handle.net/2429/29070.

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The relational database system has achieved widespread popularity; however, it is still very difficult for users, even those trained in the relational model, to formulate relational queries. The major cause of the difficulties is the fact that the user and the database system communicate using constructs that are not closely related to the user's world. This dissertation develops a new level of user-database interaction — the knowledge level (KL) interface — where the user and the database system exchange only knowledge of the domain. The data structure used in the database is fully hidden fr

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Su, Alan. "Task mapping and remapping strategies for parallel entity-level simulations /." Diss., Connect to a 24 p. preview or request complete full text in PDF format. Access restricted to UC campuses, 2003. http://wwwlib.umi.com/cr/ucsd/fullcit?p3099923.

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Henderson, Dale L. "Modterrain : a proposed standard for terrain representation in entity level simulation." Thesis, Monterey, Calif. : Springfield, Va. : Naval Postgraduate School ; Available from National Technical Information Service, 1999. http://handle.dtic.mil/100.2/ADA368333.

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Teters, James C. II. "Enhancing entity level knowledge representation and environmental sensing in COMBATXXI using unmanned aircraft systems." Thesis, Monterey, California: Naval Postgraduate School, 2013. http://hdl.handle.net/10945/37732.

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Approved for public release; distribution is unlimited<br>Current modeling and simulation techniques may not adequately represent military operations using unmanned aircraft systems (UAS). A method to represent these conditions in a combat model can offer insight to the use and application of UAS operations, as well as understanding the sensitivity of simulation outcomes to the variability of UAS performance. Additionally, using combat model simulations that do not represent UAS behavior and conditions that cause this variability may return misleading or incomplete results. Current approaches

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Červinka, Jan. "Ocenění společnosti KRPA PAPER, a.s." Master's thesis, Vysoká škola ekonomická v Praze, 2015. http://www.nusl.cz/ntk/nusl-262299.

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The subject of the thesis is the market value of the company KRPA PAPER, a.s. as of December 31st, 2014. The aim of the thesis is an aplication of teoretical knowledge in a particular example. The purpose is to determine the net market value of the company. The thesis is divided into chapters which represent the typical phases of the valuation of a company. At the beginning of each chapter there is a brief description of its purpose in a business valuation. In the introduction part the basic aspects of the valuation are described. The financial and strategic analysis, the value drivers, the fi

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Захаров, В. А., та V. A. Zakharov. "Развитие института детского самоуправления в муниципальном образовании: организационно-правовой анализ и социальные технологии : магистерская диссертация". Master's thesis, б. и, 2020. http://hdl.handle.net/10995/86569.

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Goal of research is to analyze the organizational and legal foundations of the development of the institute of children's self-government at the level of the municipality, determine the social technologies of its implementation and develop recommendations for the development of the institute of children's self-government for municipal authorities. In the course of research, the current state of the institution of children's self-government in Russia was analyzed; the main problems of the development of the institute of children's self-government are identified and the causes of these problems

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Maskat, Ruhaila. "Pay-as-you-go instance-level integration." Thesis, University of Manchester, 2016. https://www.research.manchester.ac.uk/portal/en/theses/payasyougo-instancelevel-integration(35871ad5-a3a8-4bf1-943d-55bcc75e3c0d).html.

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With the growing demand for information in various domains, sharing of information from heterogeneous data sources is now a necessity. Data integration approaches promise to combine data from these different sources and present to the user a single, unified view of these data. However, although these approaches offer high quality services for the managing and integrating of data, they come with a high cost. This is because a great amount of manual effort to form relationships across data sources is needed to set up the data integration system. A newer variant of data integration, known as data

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Andrýsková, Hana. "Konsolidace účetní závěrky vybraného koncernu." Master's thesis, Vysoké učení technické v Brně. Fakulta podnikatelská, 2015. http://www.nusl.cz/ntk/nusl-224821.

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This diploma thesis deals with the consolidated financial statements. The thesis includes theoretical basis for the preparation of consolidated financial statements, the individual process steps consolidation methods and evaluation approach. Then theoretical knowledge is applied in preparing the consolidated financial statements of the chosen company.

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Livres sur le sujet "Entity-level"

Commission, Virginia State Corporation, ed. Report of the State Corporation Commission on the level of competition, availability, and affordability in the commercial liability insurance entity to the Governor and the General Assembly of Virginia. Commonwealth of Virginia, 1988.

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Shumilina, Vera, Vadim Kleptsov, Viktoria Grushina, et al. Business security management in modern conditions. AUS PUBLISHERS, 2021. http://dx.doi.org/10.26526/978-0-6487435-9-0.

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The modern economy is characterized by a high level of dynamism of the factors of the external and internal environment of enterprises, influencing the possibility of their stable development. With the transition of the Russian economy to market methods of doing business, in which enterprise management must take into account various scenarios, risk becomes an integral element of socio-economic relations. Risk is present in all spheres of life, regardless of whether its presence is taken into account in the situation of choosing an alternative method of managing a business entity or not.

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Varlamov, Oleg. Mivar databases and rules. INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1508665.

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The multidimensional open epistemological active network MOGAN is the basis for the transition to a qualitatively new level of creating logical artificial intelligence. Mivar databases and rules became the foundation for the creation of MOGAN. The results of the analysis and generalization of data representation structures of various data models are presented: from relational to "Entity — Relationship" (ER-model). On the basis of this generalization, a new model of data and rules is created: the mivar information space "Thing-Property-Relation". The logic-computational processing of data in th

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Code-first development with Entity Framework: Take your data access skills to the next level with Entity Framework. Packt Publishing, 2015.

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Modterrain: A Proposed Standard for Terrain Representation in Entity Level Simulation. Storming Media, 1999.

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Micheler, Eva. Company Law. Oxford University Press, 2021. http://dx.doi.org/10.1093/oso/9780198858874.001.0001.

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This book advances a real entity theory of company law. In this theory the company is a legal entity allowing an organization to act autonomously in law, and company law establishes procedures facilitating autonomous organizational decision-making. The theory builds on the insight that organizations or firms are a social phenomenon outside of the law and that they are autonomous actors in their own right. They are more than the sum of the contributions of their participants and they act independently of the views and interests of their participants. The real entity theory advanced in this book

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Wilson, Jessica M. Metaphysical Emergence. Oxford University Press, 2021. http://dx.doi.org/10.1093/oso/9780198823742.001.0001.

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The special sciences and ordinary experience present us with a world of macro-entities trees, birds, lakes, mountains, humans, houses, and sculptures, to name a few which materially depend on lower-level configurations, but which are also distinct from and distinctively efficacious as compared to these configurations. Such appearances give rise to two key questions. First, what is metaphysical emergence, more precisely? Second, is there actually any metaphysical emergence? In Metaphysical Emergence, Jessica Wilson provides clear, compelling, and systematic answers to these questions. Wilson ar

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Fortin, Katharine. Armed Groups and Crimes against Humanity. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780198808381.003.0010.

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The chapter considers the relevance of the law on crimes against humanity to explanations of how armed groups are bound by international human rights law. Exploring the two-tiered nature of crimes against humanity, it shows that responsibility for crimes against humanity exists at two levels: the level of the individual perpetrator (individual criminal responsibility) and the level of the entity behind the perpetrator (a civil responsibility). From this starting point, the chapter analyses what the case law on crimes against humanity can tell us about whether and when armed groups can commit c

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Del Socorro Castañeda-Liles, María. The Making of Girls in the Mexican Catholic Imagination. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780190280390.003.0005.

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Obedience and respect are typically defined as a positive (both at the level of feeling and as action) toward another person or entity. However, while engaging in this type of behavior may be perceived as positive, this does not necessarily mean that it is a positive experience for women. The performance of obedience and respect can also be actions exercised by a girl who, out of free will or obligation, is moved to not disrupt the status quo imposed by a given culture, society, and religion. The author argues that the Catholic culture in which the mothers socialized the participants also prov

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Proudfoot, Diane, and B. Jack Copeland. Artificial Intelligence. Edited by Eric Margolis, Richard Samuels, and Stephen P. Stich. Oxford University Press, 2012. http://dx.doi.org/10.1093/oxfordhb/9780195309799.013.0007.

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In this article the central philosophical issues concerning human-level artificial intelligence (AI) are presented. AI largely changed direction in the 1980s and 1990s, concentrating on building domain-specific systems and on sub-goals such as self-organization, self-repair, and reliability. Computer scientists aimed to construct intelligence amplifiers for human beings, rather than imitation humans. Turing based his test on a computer-imitates-human game, describing three versions of this game in 1948, 1950, and 1952. The famous version appears in a 1950 article inMind, ‘Computing Machinery a

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Chapitres de livres sur le sujet "Entity-level"

Petersen, Niklas Christoffer, and Jørgen Villadsen. "Logical Entity Level Sentiment Analysis." In Formal Grammar. Springer Berlin Heidelberg, 2017. http://dx.doi.org/10.1007/978-3-662-56343-4_4.

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Scheller, Fabian, and Thomas Bruckner. "Entity-Oriented Multi-Level Energy System Optimization Modeling." In Operations Research Proceedings. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-18500-8_25.

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Lu, Tingming, Yaocheng Gui, and Zhiqiang Gao. "Document-Level Named Entity Recognition with Q-Network." In PRICAI 2019: Trends in Artificial Intelligence. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-29894-4_13.

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Polk, Stanley B., Paul F. Guzowski, and Carol I. Weaver. "Personnel Policy Analysis Using Entity Level Network Simulation." In Creating the Competitive Edge through Human Resource Applications. Springer US, 1988. http://dx.doi.org/10.1007/978-1-4613-0969-7_18.

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Xu, Chun-Bo, Yi-Ming Chen, and Cheng-Lin Liu. "EntityLayout: Entity-Level Pre-training Language Model for Semantic Entity Recognition and Relation Extraction." In Lecture Notes in Computer Science. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-70533-5_16.

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Song, Xiao, Xuecheng Shi, Guanghong Gong, Lidong Qian, and Shaoyun Zhang. "Role-Based Vehicle-Level CGF Entity Model Code Framework." In AsiaSim 2012. Springer Berlin Heidelberg, 2012. http://dx.doi.org/10.1007/978-3-642-34384-1_11.

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Blakeley, José A., S. Muralidhar, and Anil Nori. "The ADO.NET Entity Framework: Making the Conceptual Level Real." In Conceptual Modeling - ER 2006. Springer Berlin Heidelberg, 2006. http://dx.doi.org/10.1007/11901181_42.

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Wang, Xinyi, Zitao Wang, Weijian Sun, and Wei Hu. "Enhancing Document-Level Relation Extraction by Entity Knowledge Injection." In The Semantic Web – ISWC 2022. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-19433-7_3.

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Zhou, Feng, Xuming Han, Qiaoming Liu, Mingyang Li, and Yong Li. "Chinese Clinical Named Entity Recognition Based on Stroke-Level and Radical-Level Features." In Lecture Notes in Computer Science. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-74717-6_2.

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Govind, Céline Alec, and Marc Spaniol. "Semantic Fingerprinting: A Novel Method for Entity-Level Content Classification." In Lecture Notes in Computer Science. Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-91662-0_21.

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Actes de conférences sur le sujet "Entity-level"

Chen, Yubo, Chuhan Wu, Tao Qi, Zhigang Yuan, and Yongfeng Huang. "Named Entity Recognition in Multi-level Contexts." In Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing. Association for Computational Linguistics, 2020. http://dx.doi.org/10.18653/v1/2020.aacl-main.22.

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Liu, Wanlong, Dingyi Zeng, Li Zhou, Yichen Xiao, Malu Zhang, and Wenyu Chen. "Enhancing Document-Level Relation Extraction through Entity-Pair-Level Interaction Modeling." In ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2025. https://doi.org/10.1109/icassp49660.2025.10887549.

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Gao, Liangyu, Zhihao Yang, Haixin Tan, et al. "Document-level Biomedical Relation Extraction Based on Relation-guided Entity-level Graphs." In 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, 2024. https://doi.org/10.1109/bibm62325.2024.10822828.

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Rønningstad, Egil, Roman Klinger, Erik Velldal, and Lilja Øvrelid. "Entity-Level Sentiment: More than the Sum of Its Parts." In Proceedings of the 14th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis. Association for Computational Linguistics, 2024. http://dx.doi.org/10.18653/v1/2024.wassa-1.8.

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Yu, Yi, Dongsheng Zou, YuMing Yang, Xinyi Song, Hao Wang, and Bi Zhao. "Entity and Evidence Guided Attention for Document-Level Relation Extraction." In 2024 International Joint Conference on Neural Networks (IJCNN). IEEE, 2024. http://dx.doi.org/10.1109/ijcnn60899.2024.10651405.

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Wei, Zheng, and Guan Li. "Document-Level Biomedical Entity Relation Extraction Based on Semantic Segmentation." In 2024 International Conference on Electronics and Devices, Computational Science (ICEDCS). IEEE, 2024. https://doi.org/10.1109/icedcs64328.2024.00015.

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Koletsis, Panagiotis, Panagiotis-Konstantinos Gemos, Christos Chronis, Iraklis Varlamis, Vasilis Efthymiou, and Georgios Th Papadopoulos. "Entity Extraction from High-Level Corruption Schemes via Large Language Models." In 2024 IEEE International Conference on Big Data (BigData). IEEE, 2024. https://doi.org/10.1109/bigdata62323.2024.10824994.

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Song, Jongyoon, Nohil Park, Bongkyu Hwang, et al. "Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models." In Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics, 2024. https://doi.org/10.18653/v1/2024.eacl-long.55.

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Bhattarai, Kriti, Inez Y. Oh, Zachary B. Abrams, and Albert M. Lai. "Document-level Clinical Entity and Relation extraction via Knowledge Base-Guided Generation." In Proceedings of the 23rd Workshop on Biomedical Natural Language Processing. Association for Computational Linguistics, 2024. http://dx.doi.org/10.18653/v1/2024.bionlp-1.24.

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Meng, Shiao, Xuming Hu, Aiwei Liu, et al. "On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations." In Findings of the Association for Computational Linguistics ACL 2024. Association for Computational Linguistics, 2024. http://dx.doi.org/10.18653/v1/2024.findings-acl.969.

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Rapports d'organisations sur le sujet "Entity-level"

Partridge, C., and G. Trewitt. High-level Entity Management System (HEMS). RFC Editor, 1987. http://dx.doi.org/10.17487/rfc1021.

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Partridge, C., and G. Trewitt. High-level Entity Management Protocol (HEMP). RFC Editor, 1987. http://dx.doi.org/10.17487/rfc1022.

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Parker, Robert Y. Using Direct Sub-Level Entity Access to Improve Nuclear Stockpile Simulation Modeling. Office of Scientific and Technical Information (OSTI), 1999. http://dx.doi.org/10.2172/10598.

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Powell, E. T. A medium resolution minefield model suitable for entity-level resolution combat simulations. Office of Scientific and Technical Information (OSTI), 1994. http://dx.doi.org/10.2172/10173232.

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Powell, E. T. Data compression enhancements to the distributed interactive simulation protocol for use by entity-level simulations. Office of Scientific and Technical Information (OSTI), 1993. http://dx.doi.org/10.2172/10188557.

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Ribeiro, João A., Paulo J. Pereira, and Elísio M. Brandão. A real options model to determine the optimal contractual penalty for a BOT project. CICEE. Universidade Autónoma de Lisboa, 2021. http://dx.doi.org/10.26619/ual-cicee/wp06.2021.

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Public-Private Partnerships (PPP) became one of the most common types of public procurement arrangements and Build-Own-Transfer (BOT) projects, awarded through adequate bidding competitions, have been increasingly promoted by governments. The theoretical model herein proposed is based on a contractual framework where the government grants leeway to the private entity regarding the timing for project implementation. However, the government is aware that delaying the beginning of operations will lead to the emergence of social costs, i.e., the costs that result from the corresponding loss of soc

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Ahairwe, Pamella, and San Bilal. Boosting EU climate finance: Mitigate more without neglecting adaptation in poorer countries. European Centre for Development Policy Management, 2019. http://dx.doi.org/10.55317/casc001.

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The 25th session of the Conference of the Parties to the UNFCCC in Madrid called for the full operationalisation of the Paris Agreement. Europe is committing to green its policies both within and beyond the European Union (EU). Boosting green finance will be critical. European top financial institutions such as the European Central Bank (ECB), the European Investment Bank (EIB) and the European Bank for Reconstruction and Development (EBRD), which are in a position to advance the European agenda, are joining the battle to curb climate change. This decision follows calls for a Climate Bank at t

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Delbridge, Victoria, Astrid Haas, Oliver Harman, Dyson Jangia, and Anthony Venables. Enhancing the financial position of cities: Evidence from Mzuzu. UNHabitat, 2022. http://dx.doi.org/10.35489/bsg-igc-wp_2022/5.

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The case of Mzuzu illustrates how secondary cities, where revenues are often incredibly low and capacity is minimal, can innovate and lead the way on municipal finance reform. Mzuzu is Malawi’s third largest city. The focus of this case study is a simple and fit-for capacity property valuation system that increased realised revenues seven-fold between 2013 and 2018:1 The Revenue Mobilisation Programme (REMOP). Although the programme was initially seen to be a success, several serious misgivings continue to inhibit further progress. These centre on legal barriers in the current property valuati

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Ocampo-Gaviria, José Antonio, Roberto Steiner Sampedro, Mauricio Villamizar Villegas, et al. Report of the Board of Directors to the Congress of Colombia - March 2023. Banco de la República de Colombia, 2023. http://dx.doi.org/10.32468/inf-jun-dir-con-rep-eng.03-2023.

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Banco de la República is celebrating its 100th anniversary in 2023. This is a very significant anniversary and one that provides an opportunity to highlight the contribution the Bank has made to the country’s development. Its track record as guarantor of monetary stability has established it as the one independent state institution that generates the greatest confidence among Colombians due to its transparency, management capabilities, and effective compliance with the central banking and cultural responsibilities entrusted to it by the Constitution and the Law. On a date as important as this,

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Readiness assessment methodology. A tool of the Recommendation on the Ethics of Artificial Intelligence. UNESCO, 2023. http://dx.doi.org/10.54678/yhaa4429.

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The Readiness assessment methodology (RAM) is a macro level instrument that will help countries understand where they stand on the scale of preparedness to implement AI ethically and responsibly for all their citizens, in so doing highlighting what institutional and regulatory changes are needed. The outputs of the RAM will help UNESCO tailor the capacity building efforts to the needs of specific countries. Capacity here refers to the ability to assess AI systems in line with the Recommendation, the presence of requisite and appropriate human capital, and infrastructure, policies, and regulati

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