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The Oxford Handbook of Computational Linguistics
Ruslan Mitkov's highly successful Oxford Handbook of Computational Linguistics has been substantially revised and expanded in this second edition. Alongside updated accounts of the topics covered in the first edition, it includes 17 new chapters on subjects such as semantic role-labelling, text-to-speech synthesis, translation technology, opinion mining and sentiment analysis, and the application of Natural Language Processing in educational and biomedical contexts, among many others. The volume is divided into four parts that examine, respectively: the linguistic fundamentals of computational linguistics; the methods and resources used, such as statistical modelling, machine learning, and corpus annotation; key language processing tasks including text segmentation, anaphora resolution, and speech recognition; and the major applications of Natural Language Processing, from machine translation to author profiling. The book will be an essential reference for researchers and students in computational linguistics and Natural Language Processing, as well as those working in related industries.
Artificial Intelligence: Methodology, Systems, and Applications
This book constitutes the refereed proceedings of the 18th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2018, held in Varna, Bulgaria, in September 2018. The 22 revised full papers and 7 poster papers presented were carefully reviewed and selected from 72 submissions. They cover a wide range of topics in AI: from machine learning to natural language systems, from information extraction to text mining, from knowledge representation to soft computing; from theoretical issues to real-world applications.
IJCoL - Italian Journal of Computational Linguistics vol. 11, n. 1 June 2025
IJCoL, founded in 2015 by the "Italian Association of Computational Linguistics" (AILC, https://www.ai-lc.it/en/), represents one of the main tools in the service of the Italian community for the promotion and dissemination of research results in Computational Linguistics. IJCoL is a full Open Access peer–reviewed journal published semi-annually whose aim is to provide an authoritative forum of discussion and debate for the community of researchers operating in both the humanities and computer science areas, from academia and industry. The journal covers a broad spectrum of subjects that revolve around language and computation, addressed from different and complementary perspectives. Further information can be found in the AILC website at the address: https://www.ai-lc.it/en/journal/
Artificial Intelligence: Methodology, Systems, and Applications
This book constitutes the refereed proceedings of the 12th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2006. The 28 revised full papers presented together with the abstracts of 2 invited lectures were carefully reviewed and selected from 81 submissions. The papers are organized in topical sections on agents, constraints and optimization, user concerns, decision support, models and ontologies, machine learning, ontology manipulation, natural language processing, and applications.
PROMISE – PROMoting AI’s Safe usage for Elections
This book explores the evolving role of artificial intelligence in electoral processes, focusing on its potential to improve data-driven decision-making amid the growing challenges of misinformation, manipulation, and voter suppression. It discusses how AI tools—from chatbots to comprehensive data systems—could address information gaps for voters, candidates, and election commissions, especially during a pivotal election year like 2024, while acknowledging the skepticism and fears that often surround the use of AI in such critical civic functions. Drawing on insights from three specialized workshops at major AI conferences, the book compiles research and expert discussions from fields su...
IJCAI-05
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