Relevant bibliographies by topics / Generating Summary

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'Generating Summary'

Author: Grafiati
Published: 4 June 2025
Last updated: 15 July 2025

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Journal articles on the topic "Generating Summary"

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Cheong, Yun-Gyung, Arnav Jhala, Byung-Chull Bae, and R. Young. "Automatically Generating Summary Visualizations from Game Logs." Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment 4, no. 1 (2021): 167–72. http://dx.doi.org/10.1609/aiide.v4i1.18692.

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In this paper we describe a system called ViGLS (Visualization of Game Log Summaries) that generates summaries of gameplay sessions from game logs. ViGLS automatically produces visualization of the summarized actions that are extracted based on cognitive models of summarization. ViGLS is implemented using a service-oriented architecture, de-coupling the summarization methods from any particular game engine being used. The camera code libraries used in visualization are based on constraint based camera control approaches and, in our implementation, make use of the scripting layer of the Unreal
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Gates, Christopher S., Ninghui Li, Hao Peng, et al. "Generating Summary Risk Scores for Mobile Applications." IEEE Transactions on Dependable and Secure Computing 11, no. 3 (2014): 238–51. http://dx.doi.org/10.1109/tdsc.2014.2302293.

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Nakano, Shunsuke, and Takehisa Onisawa. "Generation System of Attractive Summary of Story." Journal of Advanced Computational Intelligence and Intelligent Informatics 12, no. 1 (2008): 41–47. http://dx.doi.org/10.20965/jaciii.2008.p0041.

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This paper proposes a method to generate an attractive summary from a story and describes an attractive summary generation system based on the method. The system consists of two sections. The one is the section extracting an important part of a story, i.e., the part of a new turn of a story defined by the appearance frequency of new words in a story. The other is the section generating a summary from the extracted important part. This section chooses important sentences and deletes unnecessary phrases from the extracted part. Finally, this paper confirms the validity of the presented approach
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Zhao, Shuai, Fucheng You, Wen Chang, Tianyu Zhang, and Man Hu. "Augment BERT with average pooling layer for Chinese summary generation." Journal of Intelligent & Fuzzy Systems 42, no. 3 (2022): 1859–68. http://dx.doi.org/10.3233/jifs-211229.

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The BERT pre-trained language model has achieved good results in various subtasks of natural language processing, but its performance in generating Chinese summaries is not ideal. The most intuitive reason is that the BERT model is based on character-level composition, while the Chinese language is mostly in the form of phrases. Directly fine-tuning the BERT model cannot achieve the expected effect. This paper proposes a novel summary generation model with BERT augmented by the pooling layer. In our model, we perform an average pooling operation on token embedding to improve the model’s abilit
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Quiroz, Juan C., Liliana Laranjo, Ahmet Baki Kocaballi, et al. "Identifying relevant information in medical conversations to summarize a clinician-patient encounter." Health Informatics Journal 26, no. 4 (2020): 2906–14. http://dx.doi.org/10.1177/1460458220951719.

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To inform the development of automated summarization of clinical conversations, this study sought to estimate the proportion of doctor-patient communication in general practice (GP) consultations used for generating a consultation summary. Two researchers with a medical degree read the transcripts of 44 GP consultations and highlighted the phrases to be used for generating a summary of the consultation. For all consultations, less than 20% of all words in the transcripts were needed for inclusion in the summary. On average, 9.1% of all words in the transcripts, 26.6% of all medical terms, and
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Rana, Deepak Singh. "Generating Document Summary using Data Mining and Clustering Techniques." Mathematical Statistician and Engineering Applications 70, no. 1 (2021): 285–92. http://dx.doi.org/10.17762/msea.v70i1.2310.

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 This paper presents a novel approach to generating document summaries using data mining and clustering techniques, specifically K-means clustering and bisecting K-means clustering algorithms. With the exponential growth of textual data, there is an increasing need for efficient and accurate summarization techniques to aid users in understanding the key information within large collections of documents. This study explores the potential of data mining and clustering methods in extracting salient features from textual data and producing high-quality sum
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Lee, Inkyoun, and Dongsu Kang. "Generating Metamorphic Test Cases for Transformer-based Korean Summary." KIISE Transactions on Computing Practices 29, no. 11 (2023): 509–17. http://dx.doi.org/10.5626/ktcp.2023.29.11.509.

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Zhao, Hongtao. "Overview of Judicial Text Summarization Method." Highlights in Science, Engineering and Technology 85 (March 13, 2024): 945–56. http://dx.doi.org/10.54097/qe1xts44.

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This article delves deep into the core aspects of the task of generating judicial text summaries. Through a systematic review and distillation of existing relevant literature, the article primarily focuses on extractive text summarization techniques in both unsupervised and supervised learning contexts, conducting a multidimensional and comprehensive analysis. To begin with, the article traces the evolution of text summarization techniques and dissects the differences between extractive and generative text summarization methods, along with a comparison of various algorithms. Furthermore, it pr
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Singh, Sanjay, Srinivasa Murali Dunga, AS Mandal, Chandra Shekhar, and Santanu Chaudhury. "FPGA Based Embedded Implementation of Video Summary Generation Scheme in Smart Camera." Advanced Materials Research 403-408 (November 2011): 516–21. http://dx.doi.org/10.4028/www.scientific.net/amr.403-408.516.

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In any remote surveillance scenario, smart cameras have to take intelligent decisions to generate summary frames to minimize communication and processing overhead. Video summary generation, in the context of smart camera, is the process of merging the information from multiple frames. A summary generation scheme based on clustering based change detection algorithm has been implemented in our smart camera system for generating frames to deliver requisite information. In this paper we propose an embedded platform based framework for implementing summary generation scheme using HW-SW Co-Design ba
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Konarieva, I., D. Pydorenko, and O. Turuta. "A SURVEY OF METHODS OF TEXT-TO-IMAGE TRANSLATION." Bionics of Intelligence 2, no. 93 (2019): 64–68. http://dx.doi.org/10.30837/bi.2019.2(93).11.

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The given work considers the existing methods of text compression (finding keywords or creating summary) using RAKE, Lex Rank, Luhn, LSA, Text Rank algorithms; image generation; text-to-image and image-to-image translation including GANs (generative adversarial networks). Different types of GANs were described such as StyleGAN, GauGAN, Pix2Pix, CycleGAN, BigGAN, AttnGAN. This work aims to show ways to create illustrations for the text. First, key information should be obtained from the text. Second, this key information should be transformed into images. There were proposed several ways to tra
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Dissertations / Theses on the topic "Generating Summary"

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van, Walraven Carl G. "A comparison of two methods of medical discharge summary generation." Thesis, University of Ottawa (Canada), 1998. http://hdl.handle.net/10393/8634.

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Background. The discharge summary is an important method of communicating information necessary for continuing patient care. Deficiencies in discharge summary content, accuracy, and timeliness are a common problem. To improve summaries, studies have assessed physician-in-training (housestaff) education, alteration of the summary format; and collating information within computer databases into a summary. The most promising technology for improving discharge summaries is the clinical database. Primary objective. To compare medical discharge summaries generated from a clinical database with those
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Van, Walraven Carl. "A comparison of two methods of medical discharge summary generation." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 1998. http://www.collectionscanada.ca/obj/s4/f2/dsk2/tape17/PQDD_0011/MQ28467.pdf.

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Aniwaer, Kunduozi. "Intergenerational earnings mobility of second-generation immigrants in Sweden : A summary of theoretical and empirical findings." Thesis, Umeå universitet, Nationalekonomi, 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-116726.

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Alamaro, Moshe 1948. "On the feasibility of generating and storing winter ice to meet water demands in the summer." Thesis, Massachusetts Institute of Technology, 1999. http://hdl.handle.net/1721.1/46275.

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Thesis (M.Eng.)--Massachusetts Institute of Technology, Dept. of Mechanical Engineering, 1999.<br>Includes bibliographical references (leaves 113-116).<br>Summer water shortages have become a problem in Southeastern Massachusetts, communities in Vermont, New Hampshire and Rhode Island, and in a few areas in the Great Plains. This thesis proposes a conceptual system and outlines its feasibility for the production of large masses of ice in the winter within or in the vicinity of existing water reservoirs, thereby increasing their effective capacity without the need for an extensive or permanent
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Dabhade, Anjali Kwon Wi-Suk. "Antecendents of older consumers' internet shopping for apparel products perceived risk and benefits and shopping orientation /." Auburn, Ala, 2008. http://repo.lib.auburn.edu/EtdRoot/2008/SUMMER/Consumer_Affairs/Thesis/Dabhade_Anjali_54.pdf.

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Hall, Jeffrey Drummond. "Self-Directed Learning Characteristics of First-Generation, First-Year College Students Participating in a Summer Bridge Program." Scholar Commons, 2011. http://scholarcommons.usf.edu/etd/3140.

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The purpose of this study was to advance understanding of self-directed learning characteristics of first-year, first-generation college students participating in a summer bridge program. Understanding the experience of these students in higher education can lead to the development of programmatic and pedagogical strategies to better meet the needs of this at-risk student population. This study was conducted at the University of South Florida (USF), a large, public research university in Tampa. Participants were recruited from the Freshman Summer Institute (FSI), a summer bridge program for fi
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Maxsom, Sheryl Cox. "The lived experiences of Hispanic first-generation college goers in a summer bridging program| A phenomenological study." Thesis, The University of Texas at El Paso, 2014. http://pqdtopen.proquest.com/#viewpdf?dispub=3626890.

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<p> The purpose of this study was to describe the lived experiences of first-generation Latin@ students who participated as rising high school seniors in a summer bridging program on a university campus. The university is located on the U.S. Mexico border and is a Hispanic Serving Institution. This topic is worthy of research due to the growing numbers of Hispanic youth in the U.S. and a college enrollment rate that is not keeping pace. While there is a growing base of knowledge regarding first-generation college goers, there is little research regarding the impact of summer bridging programs
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Brunzell, Martin. "Free-Space Dark Pulse Mode-Locked Laser." Thesis, KTH, Tillämpad fysik, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-296524.

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While the development of bright pulses produced in free space devices can be found in a large set of applications and research equipment all over the world. The production of dark pulses in a free-space device has not been shown prior to this work. In this work a method of producing free space mode-locked laser in a straight laser cavity using intra-cavity loss induced by periodic nonlinear interactions mediated by a mode-locked source. We are able to show the existence of a dark pulse propagating inside of the cavity. An extensive analysis of the generation of the dark pulse is made using a h
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Krehbiel, Riley M. "Getting the College Experience: Exploring the Effect of the Residential Component of the Upward Bound Summer Program." Thesis, University of North Texas, 2018. https://digital.library.unt.edu/ark:/67531/metadc1248458/.

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Upward Bound is a federally funded program designed to help low-income and first-generation high school students become college graduates by providing them with academic enrichment, financial aid information, and relevant educational experiences. Many Upward Bound programs throughout the country include a 6-week summer program when participants stay in residence halls on a university campus. The Upward Bound program at the University of North Texas is one such program. The goals of this research project are to understand how the residential component of the summer program affects the experienc
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Plack, Leah. "Using the Task Analysis Process with Teachers to Uncover Language Demands within an Eight-Week NGSS Summer Course." PDXScholar, 2017. https://pdxscholar.library.pdx.edu/open_access_etds/4014.

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The state of Oregon has adopted the Next Generation Science Standards as well as the English Language Proficiency standards, both of which affect elementary school teachers. These standards adoptions challenge teachers and professional developers to rethink how they approach science conceptual understanding and language acquisition. The Math Science Partnership K-6 Instructional Specialist Grant made the decision to incorporate a Task Analysis process, which asks the participant to analyze the demands of a content-based task in the domains of content knowledge, analytical skills and language,
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Books on the topic "Generating Summary"

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Institute of Medicine (U.S.). Roundtable on Translating Genomic-Based Research for Health, ed. Generating evidence for genomic diagnostic test development: Workshop summary. National Academies Press, 2011.

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Canada. Dept. of Fisheries and Oceans. Bridge: A program and user's manual for generating summary catch log reports. s.n, 1988.

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Coombs-Ficke, Susan. Income-generating projects for the aging: The transfer of international innovations : project briefs ; income-generating projects for the aging : the transfer of international innovations : executive summary. American Association for International Aging, 1990.

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Coombs-Ficke, Susan. Income-generating projects for the aging: The transfer of international innovations : project briefs ; income-generating projects for the aging : the transfer of international innovations : executive summary. American Association for International Aging, 1990.

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Coombs-Ficke, Susan. Income-generating projects for the aging: The transfer of international innovations : project briefs ; income-generating projects for the aging : the transfer of international innovations : executive summary. American Association for International Aging, 1990.

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Coombs-Ficke, Susan. Income-generating projects for the aging: The transfer of international innovations : project briefs ; income-generating projects for the aging : the transfer of international innovations : executive summary. American Association for International Aging, 1990.

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Coombs-Ficke, Susan. Income-generating projects for the aging: The transfer of international innovations : project briefs ; income-generating projects for the aging : the transfer of international innovations : executive summary. American Association for International Aging, 1990.

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Coombs-Ficke, Susan. Income-generating projects for the aging: The transfer of international innovations : project briefs ; income-generating projects for the aging : the transfer of international innovations : executive summary. American Association for International Aging, 1990.

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Sandi, Schwartz, Masciangioli Tina M. 1969-, Boonyaratanakornkit Boonchai, and National Research Council (U.S.). Chemical Sciences Roundtable., eds. Bioinspired chemistry for energy: A workshop summary to the Chemical Sciences Roundtable. National Academies Press, 2008.

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Raad, Sociaal-Economische, ed. Generating knowledge, sharing knowledge: English summary of the advisory report Kennis maken, kennis delen : naar een innovatiestrategie voor het hoger onderwijs en onderzoek. Sociaal-Economische Raad, 2003.

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Book chapters on the topic "Generating Summary"

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Zeng, Shuo, and Moshe Dror. "Summary." In Formulating Principal-Agent Service Contracts for a Revenue Generating Unit. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-18672-6_6.

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Miall, Andrew D. "Summary of Sequence-Generating Mechanisms." In The Geology of Stratigraphic Sequences. Springer Berlin Heidelberg, 2010. http://dx.doi.org/10.1007/978-3-642-05027-5_8.

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Sarkar, Kamal, and Sivaji Bandyopadhyay. "Generating Headline Summary from a Document Set." In Computational Linguistics and Intelligent Text Processing. Springer Berlin Heidelberg, 2005. http://dx.doi.org/10.1007/978-3-540-30586-6_72.

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Boumahdi, Fatima, Ayoub Zeroual, Ibtissam Boulghiti, and Hamza Hentabli. "Generating an Extract Summary from a Document." In Proceedings of the Third International Conference on Information Management and Machine Intelligence. Springer Nature Singapore, 2022. http://dx.doi.org/10.1007/978-981-19-2065-3_13.

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Burns, Lawton Robert. "Summary: GPOs’ Pro-competitive and Welfare-Generating Benefits." In The Healthcare Value Chain. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-10739-9_7.

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Srinidhi Bharadwaj, G. R., K. Trisha, Hitesh Bishnoi, Gagan Vidyaranya, and R. Jayashree. "Generating Concise Summary and Sentiment Analysis of Social Media Posts." In Smart Innovation, Systems and Technologies. Springer Nature Singapore, 2025. https://doi.org/10.1007/978-981-97-8096-9_33.

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Imaji, Yurina, and Masaya Fujisawa. "Generating Summary Videos Based on Visual and Sound Information from Movies." In Human Interface and the Management of Information. Information and Knowledge Design. Springer International Publishing, 2015. http://dx.doi.org/10.1007/978-3-319-20612-7_19.

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Inayathulla, Mohammed, and C. Karthikeyan. "Supervised Deep Learning Approach for Generating Dynamic Summary of the Video." In Inventive Systems and Control. Springer Nature Singapore, 2022. http://dx.doi.org/10.1007/978-981-19-1012-8_18.

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Varalakshmi, P. N. K., and Jagadish S. Kallimani. "Text Normalization Through Neural Models in Generating Text Summary for Various Speech Synthesis Applications." In Lecture Notes in Networks and Systems. Springer Nature Singapore, 2022. http://dx.doi.org/10.1007/978-981-16-8664-1_18.

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Taran, Maria O., Georgiy I. Revunkov, and Yuriy E. Gapanyuk. "Generating a Summary of a Court Act Based on an Improved Text Fragment Extraction Module." In Advances in Neural Computation, Machine Learning, and Cognitive Research V. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-91581-0_39.

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Conference papers on the topic "Generating Summary"

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Liu, Jinghui, Aaron Nicolson, Jason Dowling, Bevan Koopman, and Anthony Nguyen. "e-Health CSIRO at “Discharge Me!” 2024: Generating Discharge Summary Sections with Fine-tuned Language Models." 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-1.59.

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Hong, Xudong, Asad Sayeed, and Vera Demberg. "Summary of the Visually Grounded Story Generation Challenge." In Proceedings of the 17th International Natural Language Generation Conference: Generation Challenges. Association for Computational Linguistics, 2024. https://doi.org/10.18653/v1/2024.inlg-genchal.3.

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Chugh, Tanishq, Harshitha Srikanth, Sundeep A, Sukruth K, and Preethi P. "Deepfake-Driven Lecture Summary Generation." In 2024 Asia Pacific Conference on Innovation in Technology (APCIT). IEEE, 2024. http://dx.doi.org/10.1109/apcit62007.2024.10673451.

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Kano, Yoshinobu, Neo Watanabe, Kaito Kagaminuma, et al. "AIWolfDial 2023: Summary of Natural Language Division of 5th International AIWolf Contest." In Proceedings of the 16th International Natural Language Generation Conference: Generation Challenges. Association for Computational Linguistics, 2023. https://doi.org/10.18653/v1/2023.inlg-genchal.13.

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Bidwe, Ranjeet Vasant, Shivang Raina, Tanmay Nale, Ritesh Badaan, Siddharth Patil, and Vani Hiremani. "Abstractive Summary Generation of Meeting Audio Files." In 2024 Asian Conference on Intelligent Technologies (ACOIT). IEEE, 2024. https://doi.org/10.1109/acoit62457.2024.10939801.

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Mehta, Shreya R., Sneha S. Patil, Nikita S. Shirguppi, and Vahida Attar. "Code Summarization: Generating Summary of Code Snippets." In International Conference on Women Researchers in Electronics and Computing. AIJR Publisher, 2021. http://dx.doi.org/10.21467/proceedings.114.47.

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Source Code Summarization refers to the task of creating understandable natural language summaries from a given code snippet. Good-quality and precise source code summaries are needed by numerous companies for a platitude of reasons - training for newly joined employees, understanding what a newly imported project does, in brief, maintaining precise summaries on the evolution of source code (using git history), categorizing the code, retrieving the code, automatically generating documents, etc. There is a considerable distinction between source code and natural language since source code is or
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Zhao, Su, Encong Deng, Mengfan Liao, Wei Liu, and Weiming Mao. "Generating summary using sequence to sequence model." In 2020 IEEE 5th Information Technology and Mechatronics Engineering Conference (ITOEC). IEEE, 2020. http://dx.doi.org/10.1109/itoec49072.2020.9141919.

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Dredze, Mark, Hanna M. Wallach, Danny Puller, and Fernando Pereira. "Generating summary keywords for emails using topics." In the 13th international conference. ACM Press, 2008. http://dx.doi.org/10.1145/1378773.1378800.

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Sridhara, Giriprasad, Emily Hill, Divya Muppaneni, Lori Pollock, and K. Vijay-Shanker. "Towards automatically generating summary comments for Java methods." In the IEEE/ACM international conference. ACM Press, 2010. http://dx.doi.org/10.1145/1858996.1859006.

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Yang, Ping, Hui Shu, Fei Kang, and Wenjuan Bu. "Automatically Generating Malware Summary Using Semantic Behavior Graphs (SBGs)." In 2020 Information Communication Technologies Conference (ICTC). IEEE, 2020. http://dx.doi.org/10.1109/ictc49638.2020.9123267.

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Reports on the topic "Generating Summary"

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Taylor, Emmanuel. Coal-Powered Electric Generating Unit Efficiency and Reliability Dialogue: Summary Report. Office of Scientific and Technical Information (OSTI), 2018. http://dx.doi.org/10.2172/1422993.

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Wiedeking, Mathis, and Paraskevi Dimitriou. Updating Photonuclear Data Library and Generating a Reference Database for Photon Strength Functions. IAEA Nuclear Data Section, 2019. http://dx.doi.org/10.61092/iaea.cbxm-8pve.

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A summary is given of the 3rd Research Coordination Meeting (RCM) of the IAEA Co-ordinated Research Project (CRP) on Updating the Photonuclear Data Library and Generating a Reference Database for Photon Strength Functions. Participants presented their progress reports, reviewed the list of actions assigned at the previous meeting, agreed on the remaining task assignments necessary to achieve the goals of the CRP and agreed on the content and type of publication for the final CRP report. A summary of the presentations and discussions is presented in this report.
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Roushdy, Rania, and Maia Sieverding. Panel Survey of Young People in Egypt (SYPE) 2014: Generating Evidence for Policies and Programs—Summary Report. Population Council, 2015. http://dx.doi.org/10.31899/pgy9.1073.

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Amos, W. Summary of Chariton Valley Switchgrass Co-Fire Testing at the Ottumwa Generating Station in Chillicothe, Iowa: Milestone Completion Report. Office of Scientific and Technical Information (OSTI), 2002. http://dx.doi.org/10.2172/15000744.

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Goriely, S., and P. Dimitriou. Updating Photonuclear Data Library and Generating a Reference Database for Photon Strength Functions (Summary Report 1st Research Coordination Meeting). IAEA Nuclear Data Section, 2016. http://dx.doi.org/10.61092/iaea.gxv9-renk.

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Goriely, Stephane, Mathis Wiedeking, and Paraskevi Dimitriou. Summary Report 2nd Research Coordination Meeting on Updating Photonuclear Data Library and Generating a Reference Database for Photon Strength Functions. IAEA Nuclear Data Section, 2018. http://dx.doi.org/10.61092/iaea.derx-74dq.

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JHA, Anil. ICIMOD Annual Report 2019. International Centre for Integrated Mountain Development (ICIMOD), 2020. http://dx.doi.org/10.53055/icimod.5.

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The stories in this annual report provide a summary of our accomplishments over the last year. They showcase key aspects of our work on multiple fronts – from working with communities, engaging policymakers, facilitating regional cooperation, promoting gender and social inclusion, and generating new knowledge and building capacity – to create positive change in the Hindu Kush Himalaya. The stories also highlight the range of partnerships, with governments and civil society, that make possible our work in the region.
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JHA, Anil. ICIMOD Annual Report. International Centre for Integrated Mountain Development (ICIMOD), 2022. http://dx.doi.org/10.53055/icimod.1039.

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The stories in this annual report provide a summary of our accomplishments over the last year. They showcase key aspects of our work on multiple fronts – from working with communities, engaging policymakers, facilitating regional cooperation, promoting gender and social inclusion, and generating new knowledge and building capacity – to create positive change in the Hindu Kush Himalaya. The stories also highlight the range of partnerships, with governments and civil society, that make possible our work in the region.
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Johra, Hicham. Data of a Full-Scale Experimental Study on the Onset of Internal Natural Convection inside a Horizontal Insulation Layer. Aalborg University, 2025. https://doi.org/10.54337/aau772472626.

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This report is supplementary material describing the experimental setup used for generating results gathered in the open-access dataset “Data of a Full-Scale Experimental Study on the Onset of Internal Natural Convection inside a Horizontal Insulation Layer“ (including both raw experimental data and summary results) stored on a dedicated zenodo.org online repository. This open-access dataset is supplementary material to the peer-reviewed scientific journal article entitled “Full-scale experimental study on the critical Rayleigh number for the onset of internal natural convection inside a horiz
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Wampler, Brian, Michael Touchto, and Timothy Kiprono. Building Trust and Tax Morale in Kenya’s Counties: An Evaluation of Participatory Budgeting. Institute of Development Studies, 2024. http://dx.doi.org/10.19088/ictd.2024.097.

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Abstract:
Governments around the world are adopting various participatory institutions to incorporate citizens directly into policymaking venues – to allow them to express their preferences, and to select public services that might better address their basic needs. The current wave of governance reform focuses on the adoption of institutions that promote transparency and participation in the hope of generating better public services – and, more broadly, perceptions of reciprocity and accountable governance. Through building reciprocity and accountability, it is hoped that participatory institutions will
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