Academic literature on the topic 'Language compression'

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Journal articles on the topic "Language compression"

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Stecuła, Beniamin, Kinga Stecuła, and Adrian Kapczyński. "Compression of Text in Selected Languages—Efficiency, Volume, and Time Comparison." Sensors 22, no. 17 (2022): 6393. http://dx.doi.org/10.3390/s22176393.

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The goal of the research was to study the possibility of using the planned language Esperanto for text compression, and to compare the results of the text compression in Esperanto with the compression in natural languages, represented by Polish and English. The authors performed text compression in the created program in Python using four compression algorithms: zlib, lzma, bz2, and zl4 in four versions of the text: in Polish, English, Esperanto, and Esperanto in x notation (without characters outside ASCII encoding). After creating the compression program, and compressing the proper texts, au
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Teal, Tracy K., and Charles E. Taylor. "Effects of Compression on Language Evolution." Artificial Life 6, no. 2 (2000): 129–43. http://dx.doi.org/10.1162/106454600568366.

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Abstract For many adaptive complex systems information about the environment is not simply recorded in a look-up table, but is rather encoded in a theory, schema, or model, which compresses information. The grammar of a language can be viewed as such a schema or theory. In a prior study [Teal et al., 1999] we proposed several conjectures about the learning and evolution of language that should follow from these observations: (C1) compression aids in generalization; (C2) compression occurs more easily in a “smooth”, as opposed to a “rugged”, problem space; and (C3) constraints from compression
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Ignatoski, Matea, Jonatan Lerga, Ljubiša Stanković, and Miloš Daković. "Comparison of Entropy and Dictionary Based Text Compression in English, German, French, Italian, Czech, Hungarian, Finnish, and Croatian." Mathematics 8, no. 7 (2020): 1059. http://dx.doi.org/10.3390/math8071059.

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The rapid growth in the amount of data in the digital world leads to the need for data compression, and so forth, reducing the number of bits needed to represent a text file, an image, audio, or video content. Compressing data saves storage capacity and speeds up data transmission. In this paper, we focus on the text compression and provide a comparison of algorithms (in particular, entropy-based arithmetic and dictionary-based Lempel–Ziv–Welch (LZW) methods) for text compression in different languages (Croatian, Finnish, Hungarian, Czech, Italian, French, German, and English). The main goal i
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Ibragimova, Dilnora Shavkat qizi. "MEANS OF COMPRESSION IN SIMULTANEOUS INTERPRETING." SCHOLAR 1, no. 3 (2023): 190–93. https://doi.org/10.5281/zenodo.7628631.

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<em>Simultaneous interpreting for all intents and purposes is a particularly common interpreting modality that kind of is utilized in conferences, place of business education sessions, and prison or authorities situations in a fairly big way. In the instance of simultaneous interpreting, the interpreter goes thru a three-part simultaneous process: Listening to the original language the speaker cognitively converts the verbal exchange into the generally goal language earlier than decoding it to the third party/audience in the for all intents and purposes goal language, actually contrary to popu
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Brisaboa, Nieves R., Antonio Fariña, Gonzalo Navarro, and José R. Paramá. "Lightweight natural language text compression." Information Retrieval 10, no. 1 (2006): 1–33. http://dx.doi.org/10.1007/s10791-006-9001-9.

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Buhrman, Harry, Troy Lee, and Dieter van Melkebeek. "Language compression and pseudorandom generators." computational complexity 14, no. 3 (2005): 228–55. http://dx.doi.org/10.1007/s00037-005-0199-5.

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Pletenev, Sergey. "Probing the Pitfalls: Understanding SVD’s Shortcomings in Language Model Compression." Journal of Language and Education 10, no. 4 (2024): 85–97. https://doi.org/10.17323/jle.2024.22368.

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Background: Modern computational linguistics heavily relies on large language models that demonstrate strong performance in various Natural Language Inference (NLI) tasks. These models, however, require substantial computational resources for both training and deployment. To address this challenge, a range of compression and acceleration techniques has been developed, including quantization, pruning, and factorization. Each of these approaches operates differently, can be applied at various levels of the model architecture, and is suited to different deployment scenarios. Purpose: The objectiv
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Yang, Le, Zhao Yang Guo, Shan Shan Yong, Feng Guo, and Xin An Wang. "A Hardware Implementation of Real Time Lossless Data Compression and Decompression Circuits." Applied Mechanics and Materials 719-720 (January 2015): 554–60. http://dx.doi.org/10.4028/www.scientific.net/amm.719-720.554.

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This paper presents a hardware implementation of real time data compression and decompression circuits based on the LZW algorithm. LZW is a dictionary based data compression, which has the advantage of fast speed, high compression, and small resource occupation. In compression circuit, the design creatively utilizes two dictionaries alternately to improve efficiency and compressing rate. In decompression circuit, an integrated State machine control module is adopted to save hardware resource. Through hardware description and language programming, the circuits finally reach function simulation
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Roy, Abhijit, Pamela E. Souza, and Ann Bradlow. "Exploring the need for language-specific hearing aid signal processing." Journal of the Acoustical Society of America 152, no. 4 (2022): A197. http://dx.doi.org/10.1121/10.0016012.

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Speech phonemes in higher frequencies have varying acoustic characteristics in different languages. For example, /s/ and /ʃ/, fricatives commonly used in English, have spectral peaks at higher frequencies than /ʂ/ and /x/, fricatives commonly used in Mandarin. Data on the relationship between the acoustic characteristics of a listener’s native language and their hearing aid signal prescription requirements could provide important clinical guidance. Non-linear frequency compression is a digital signal processing tool that compresses auditory information above a pre-determined cutoff frequency.
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Laura, Juan Andres, Gabriel Omar Masi, and Luis Argerich. "From Imitation to Prediction, Data Compression vs Recurrent Neural Networks for Natural Language Processing." Inteligencia Artificial 21, no. 61 (2018): 30. http://dx.doi.org/10.4114/intartif.vol21iss61pp30-46.

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In recent studies Recurrent Neural Networks were used for generative processes and their surprising performance can be explained by their ability to create good predictions. In addition, Data Compression is also based on prediction. What the problem comes down to is whether a data compressor could be used to perform as well as recurrent neural networks in the natural language processing tasks of sentiment analysis and automatic text generation. If this is possible, then the problem comes down to determining if a compression algorithm is even more intelligent than a neural network in such tasks
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Dissertations / Theses on the topic "Language compression"

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Kheirkhahzadeh, Antonio. "On the performance of markup language compression." Thesis, University of West London, 2015. https://repository.uwl.ac.uk/id/eprint/1266/.

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Data compression is used in our everyday life to improve computer interaction or simply for storage purposes. Lossless data compression refers to those techniques that are able to compress a file in such ways that the decompressed format is the replica of the original. These techniques, which differ from the lossy data compression, are necessary and heavily used in order to reduce resource usage and improve storage and transmission speeds. Prior research led to huge improvements in compression performance and efficiency for general purpose tools which are mainly based on statistical and dictio
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Heung, Lok-yi. "Loan word compression in Hong Kong /." View the Table of Contents & Abstract, 2006. http://sunzi.lib.hku.hk/hkuto/record/B36846260.

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Linhares, Pontes Elvys. "Compressive Cross-Language Text Summarization." Thesis, Avignon, 2018. http://www.theses.fr/2018AVIG0232/document.

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La popularisation des réseaux sociaux et des documents numériques a rapidement accru l'information disponible sur Internet. Cependant, cette quantité massive de données ne peut pas être analysée manuellement. Parmi les applications existantes du Traitement Automatique du Langage Naturel (TALN), nous nous intéressons dans cette thèse au résumé cross-lingue de texte, autrement dit à la production de résumés dans une langue différente de celle des documents sources. Nous analysons également d'autres tâches du TALN (la représentation des mots, la similarité sémantique ou encore la compression de p
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Lam, Wai-Yeung. "XCQ : a framework for XML compression and querying /." View abstract or full-text, 2003. http://library.ust.hk/cgi/db/thesis.pl?COMP%202003%20LAM.

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Thesis (M.Phil.)--Hong Kong University of Science and Technology, 2003.<br>Includes bibliographical references (leaves 142-147). Also available in electronic version. Access restricted to campus users.
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Heung, Lok-yi, and 香樂怡. "Loan word compression in Hong Kong." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2006. http://hub.hku.hk/bib/B45007573.

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Wigent, Mark A., Andrea M. Mazzario, and Scott M. Matsumura. "Use of Multi-Threading, Modern Programming Language, and Lossless Compression in a Dynamic Commutation/Decommutation System." International Foundation for Telemetering, 2011. http://hdl.handle.net/10150/595662.

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ITC/USA 2011 Conference Proceedings / The Forty-Seventh Annual International Telemetering Conference and Technical Exhibition / October 24-27, 2011 / Bally's Las Vegas, Las Vegas, Nevada<br>The Spectrum Efficient Technology Science and Technology (SET S&T) Program is sponsoring the development of the Dynamic Commutation and Decommutation System (DCDS), which optimizes telemetry data transmission in real time. The goal of DCDS is to improve spectrum efficiency - not through improving RF techniques but rather through changing and optimizing contents of the telemetry stream during system test. By
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Teixeira, Márlon Amaro Coelho. "Novas abordagens para compressão de documentos XML." [s.n.], 2011. http://repositorio.unicamp.br/jspui/handle/REPOSIP/259454.

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Orientador: Leonardo de Souza Mendes<br>Dissertação (mestrado) - Universidade Estadual de Campinas, Faculdade de Engenharia Elétrica e de Computação<br>Made available in DSpace on 2018-08-19T13:11:21Z (GMT). No. of bitstreams: 1 Teixeira_MarlonAmaroCoelho_M.pdf: 1086156 bytes, checksum: 1acfaaf659e42716010448c6781b6313 (MD5) Previous issue date: 2011<br>Resumo: Atualmente, alguns dos fatores que determinam o sucesso ou fracasso das corporações estão ligados a velocidade e a eficiência da tomada de suas decisões. Para que estes quesitos sejam alcançados, a integração dos sistemas computaciona
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Norbraten, Terry D. "Utilization of forward error correction (FEC) techniques with extensible markup language (XML) schema-based binary compression (XSBC) technology." Thesis, Monterey, Calif. : Springfield, Va. : Naval Postgraduate School ; Available from National Technical Information Service, 2004. http://library.nps.navy.mil/uhtbin/hyperion/04Dec%5FNorbraten.pdf.

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Thesis (M.S. in Modeling, Virtual Environments and Simulation (MOVES))--Naval Postgraduate School, December 2004.<br>Thesis advisor(s): Don Brutzman, Don McGregor. Includes bibliographical references (p. 165-169). Also available online.
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Light, K., and Earl E. Johnson. "The Effect of Varying Amounts of Nonlinear Frequency Compression on Amplified Sound Quality." Digital Commons @ East Tennessee State University, 2013. https://dc.etsu.edu/etsu-works/1756.

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Goeke, James A. "Design of a hardware efficient key generation algorithm with a VHDL implementation /." Online version of thesis, 1993. http://hdl.handle.net/1850/11664.

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Books on the topic "Language compression"

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Maeda, Mika. JPEG compression translated into Haskell language. Oxford Brookes University, 2004.

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Schroeder, Manfred R. Computer Speech: Recognition, Compression, Synthesis. Springer Berlin Heidelberg, 1999.

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Sabourin, Conrad. Computational character processing: Character coding, input, output, synthesis, ordering, conversion, text compression, encryption, display hashing, literate programming : bibliography. Infolingua, 1994.

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Sabourin, Conrad. Computational speech processing: Speech analysis, recognition, understanding, compression, transmission, coding, synthesis, text to speech systems, speech to tactile displays, speaker identification, prosody processing : bibliography. Infolingua, 1994.

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Sabourin, Conrad. Computational character processing: Bibliography. Infolingua, 1994.

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Sabourin, Conrad. Computational character processing: Bibliography. Infolingua Inc., 1994.

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Kennedy, Stephen. Compression Mode. Bloomsbury Publishing Inc, 2025. https://doi.org/10.5040/9781501369384.

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This book examines how compression can be understood not only as a digital process enacted through computing, but as a wider economic and political phenomenon that impacts on the ecology of waste, diversity and social inclusivity. Setting out from the linguistic underpinning of visual space it proceeds to the development of the MP3 algorithm and an examination of the ‘waste’itcreates. As it does so it challenges the received wisdom, prevalent in western thought, that human reason and logic enacted through language is uniquely capable of bringing order to chaos. Returning to the idea of a sonic
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Nelson, Mark. Data Compression: A C Plus Plus Developers. I D G Books Worldwide, 1996.

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Salembier, Phillipe. Introduction to MPEG 7: Multimedia Content Description Language. Wiley, 2002.

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Peterson, Derek R. Vernacular Language and Political Imagination. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780190657543.003.0008.

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This chapter explores the political possibilities that arose from the rapid standardization and textualization of African languages in the late 19th and early 20th centuries. Language standardization entailed distortion, compression, and integration as hitherto dynamic and changeable languages were shoehorned into premade templates. It was from this transformative work that new political constituencies came—quite suddenly—into view. African entrepreneurs made haste to hail their hitherto unbiddable compatriots, creating new modes of address that could speak to a collective whole. It was a vert
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Book chapters on the topic "Language compression"

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Lohrey, Markus. "Grammar-Based Tree Compression." In Developments in Language Theory. Springer International Publishing, 2015. http://dx.doi.org/10.1007/978-3-319-21500-6_3.

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Fortnow, Lance, and Sophie Laplante. "Nearly optimal language compression using extractors." In STACS 98. Springer Berlin Heidelberg, 1998. http://dx.doi.org/10.1007/bfb0028551.

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Li, Peng, and Yinglin Wang. "Sentence Compression with Natural Language Generation." In Advances in Intelligent and Soft Computing. Springer Berlin Heidelberg, 2011. http://dx.doi.org/10.1007/978-3-642-25661-5_46.

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Adiego, Joaquín, Miguel A. Martínez-Prieto, and Pablo de la Fuente. "Edge-Guided Natural Language Text Compression." In String Processing and Information Retrieval. Springer Berlin Heidelberg, 2007. http://dx.doi.org/10.1007/978-3-540-75530-2_2.

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Grachev, Artem M., Dmitry I. Ignatov, and Andrey V. Savchenko. "Neural Networks Compression for Language Modeling." In Lecture Notes in Computer Science. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-69900-4_44.

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Klein, Shmuel T., and Dana Shapira. "Integrated Encryption in Dynamic Arithmetic Compression." In Language and Automata Theory and Applications. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-53733-7_10.

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Kettunen, Kimmo, Markus Sadeniemi, Tiina Lindh-Knuutila, and Timo Honkela. "Analysis of EU Languages Through Text Compression." In Advances in Natural Language Processing. Springer Berlin Heidelberg, 2006. http://dx.doi.org/10.1007/11816508_12.

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Ševčík, Jiří, and Jiří Dvorský. "Techniques of Czech Language Lossless Text Compression." In Computer Information Systems and Industrial Management. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-45378-1_24.

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Banafa, Ahmed. "Large Language Models as Data Compression Engines." In Artificial Intelligence in Action. River Publishers, 2025. https://doi.org/10.1201/9788770046213-11.

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Shur, Arseny M. "Approaching Repetition Thresholds via Local Resampling and Entropy Compression." In Developments in Language Theory. Springer Nature Switzerland, 2023. http://dx.doi.org/10.1007/978-3-031-33264-7_18.

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Conference papers on the topic "Language compression"

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Wang, Weilan, Yu Mao, Tang Dongdong, Du Hongchao, Nan Guan, and Chun Jason Xue. "When Compression Meets Model Compression: Memory-Efficient Double Compression for Large Language Models." In Findings of the Association for Computational Linguistics: EMNLP 2024. Association for Computational Linguistics, 2024. http://dx.doi.org/10.18653/v1/2024.findings-emnlp.988.

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Bohn, Jeremias, Frederic Mrozinski, and Georg Groh. "Adaptive Parameter Compression for Language Models." In Findings of the Association for Computational Linguistics: NAACL 2025. Association for Computational Linguistics, 2025. https://doi.org/10.18653/v1/2025.findings-naacl.406.

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Gu, David, Peter Belcak, and Roger Wattenhofer. "Text Compression for Efficient Language Generation." In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 4: Student Research Workshop). Association for Computational Linguistics, 2025. https://doi.org/10.18653/v1/2025.naacl-srw.18.

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Huang, Zhimeng, Junlong Gao, Jiaqi Zhang, et al. "Image Coding for Machine with Visual-Language Mimic Feature Learning." In 2025 Data Compression Conference (DCC). IEEE, 2025. https://doi.org/10.1109/dcc62719.2025.00060.

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Xue, Yuan, Qi Zhang, Chuanmin Jia, and Shiqi Wang. "LL-ICM: Image Compression for Low-Level Machine Vision via Large Vision-Language Model." In 2025 Data Compression Conference (DCC). IEEE, 2025. https://doi.org/10.1109/dcc62719.2025.00095.

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Li, Zongqian, Yinhong Liu, Yixuan Su, and Nigel Collier. "Prompt Compression for Large Language Models: A Survey." In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). Association for Computational Linguistics, 2025. https://doi.org/10.18653/v1/2025.naacl-long.368.

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Schmidt, Craig W., Varshini Reddy, Haoran Zhang, et al. "Tokenization Is More Than Compression." In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, 2024. http://dx.doi.org/10.18653/v1/2024.emnlp-main.40.

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Li, Guiyu, Shang Zheng, Sai Xia, and Yongrui Xu. "Correlation-driven layer-wise distillation for language model compression." In 2024 9th International Symposium on Computer and Information Processing Technology (ISCIPT). IEEE, 2024. http://dx.doi.org/10.1109/iscipt61983.2024.10672854.

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Li, Chen, Fei Liu, Fuliang Weng, and Yang Liu. "Document Summarization via Guided Sentence Compression." In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, 2013. http://dx.doi.org/10.18653/v1/d13-1047.

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Gasan, Carol-Luca, and Vasile Păiș. "Multi-Model System for Effective Subtitling Compression." In Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024). Association for Computational Linguistics, 2024. http://dx.doi.org/10.18653/v1/2024.iwslt-1.9.

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Reports on the topic "Language compression"

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Wu, Fan, Zhi-hui Huang, Bin Xu, Dawei Sang, Zhi-gang Li, and De Liang. Extrapedicular vs transpedicular percutaneous kyphoplasty for osteoporotic vertebral compression fractures. INPLASY - International Platform of Registered Systematic Review and Meta-analysis Protocols, 2023. http://dx.doi.org/10.37766/inplasy2023.3.0048.

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Review question / Objective: To assess the efficacy and safety of the two approaches as a treatment for patients with OVCF. Condition being studied: Osteoporotic Vertebral Compression Fractures(OVCFs) is one of the most common health problems in the elderly population. Percutaneous kyphoplasty is a minimally invasive technique that has gained widespread recognition. Transpedicular and extrapedicular are two approaches for kyphoplasty. But over the last decade, the safety and effect of two approaches remain unclear, and there is still a lack if evaluation of their therapeutic effects. Informati
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Yatsymirska, Mariya. Мова війни і «контрнаступальна» лексика у стислих медійних текстах. Ivan Franko National University of Lviv, 2023. http://dx.doi.org/10.30970/vjo.2023.52-53.11742.

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The article examines the language of the russian-ukrainian war of the 21st century based on the materials of compressed media texts; the role of political narratives and psychological-emotional markers in the creation of new lexemes is clarified; the verbal expression of forecasts of ukrainian and foreign analysts regarding the course of hostilities on the territory of Ukraine is shown. Compressed media texts reflect the main meanings of the language of the russian-ukrainian war in relation to the surrounding world. First of all, the media vocabulary was supplemented with neologisms – aggressi
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