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Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars

Arash Eshghi, Igor Shalyminov, Oliver Lemon
<span title="">2017</span> <i title="Association for Computational Linguistics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/u3ideoxy4fghvbsstiknuweth4" style="color: black;">Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing</a> </i> &nbsp;
We investigate an end-to-end method for automatically inducing task-based dialogue systems from small amounts of unannotated dialogue data.  ...  The systems thus produced are incremental: dialogues are processed word-by-word, shown previously to be essential in supporting natural, spontaneous dialogue.  ...  Systems Our overall method involves incrementally parsing dialogues, and encoding the resulting semantics as state vectors in a Markov Decision Process (MDP), which is then used for Reinforcement Learning  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/d17-1236">doi:10.18653/v1/d17-1236</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/emnlp/EshghiSL17.html">dblp:conf/emnlp/EshghiSL17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qi3ncbweqffbjhz4uypgkiirxq">fatcat:qi3ncbweqffbjhz4uypgkiirxq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200305145137/https://www.aclweb.org/anthology/D17-1236.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/91/f8/91f802ac69809e3993c7f9439ccc402a21dc2a26.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/d17-1236"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars [article]

Arash Eshghi, Igor Shalyminov, Oliver Lemon
<span title="2017-09-22">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We investigate an end-to-end method for automatically inducing task-based dialogue systems from small amounts of unannotated dialogue data.  ...  The systems thus produced are incremental: dialogues are processed word-by-word, shown previously to be essential in supporting natural, spontaneous dialogue.  ...  Systems Our overall method involves incrementally parsing dialogues, and encoding the resulting semantics as state vectors in a Markov Decision Process (MDP), which is then used for Reinforcement Learning  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1709.07858v1">arXiv:1709.07858v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/idqxn2y7f5cwtd2i7hszdwn774">fatcat:idqxn2y7f5cwtd2i7hszdwn774</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191020081911/https://arxiv.org/pdf/1709.07858v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2a/0e/2a0e358db3ef3ddd6c001aa7ce3bcf876c9c8868.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1709.07858v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Survey on reinforcement learning for language processing [article]

Victor Uc-Cetina, Nicolas Navarro-Guerrero, Anabel Martin-Gonzalez, Cornelius Weber, Stefan Wermter
<span title="2022-03-15">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This paper reviews the state of the art of RL methods for their possible use for different problems of natural language processing, focusing primarily on conversational systems, mainly due to their growing  ...  For instance, some of these algorithms leveraging deep neural learning have found their way into conversational systems.  ...  We thank Burhan Hafez for discussions and providing references highly relevant to this review.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2104.05565v3">arXiv:2104.05565v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hiwdpykddzhzzi3wqcv4hhknba">fatcat:hiwdpykddzhzzi3wqcv4hhknba</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220326065043/https://arxiv.org/pdf/2104.05565v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a0/c4/a0c40c5bf41c7bbb95014132d25f99ac15b2d0d9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2104.05565v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Towards building intelligent speech interfaces through the use of more flexible, robust and natural dialogue management solutions

Fernando Fernández-Martı´nez, J. Ferreiros, J.M. Lucas-Cuesta, J.M. Montero-Martı´nez, R. San-Segundo, R. Córdoba
<span title="">2012</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sta3olfrdjehleaou2d7q26cwy" style="color: black;">Interacting with computers</a> </i> &nbsp;
With the purpose of validating these solutions, and introducing a spoken dialogue system for controlling a Hi-Fi audio system as the selected prototype, a real-user evaluation has been conducted.  ...  In this paper a Bayesian Networks-based solution for dialogue modelling is presented. This solution is combined with carefully designed contextual information handling strategies.  ...  The authors thank the reviewers for their helpful comments to improve the manuscript.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.intcom.2012.09.003">doi:10.1016/j.intcom.2012.09.003</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/d4swyku3gfeszej2ehmcterdva">fatcat:d4swyku3gfeszej2ehmcterdva</a> </span>
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Semantic Web: Tools and Methodology for Converting Natural Language into RDF Representations

Pavlos D. Vasileiadis, Olga Loia, Eleni Kamateri
<span title="2020-05-15">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
is currently expanded for Spanish and German language.  ...  SlugNERDS The Slugbot's Named Entity Recognition for dialogue Systems (SlugNERDS) tool [22] is a Named Entity Recognition (NER) and Named Entity Linking (NEL) tool which leverages the Google Knowledge  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4264028">doi:10.5281/zenodo.4264028</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yowmeow7qfc2pc2676a3psykbq">fatcat:yowmeow7qfc2pc2676a3psykbq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201110013125/https://zenodo.org/record/4264029/files/PV%20IHU%20Semantic%20Web%20Tools%20and%20Methodology%20for%20Converting%20Natural%20Language%20into%20RDF%20Representations.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/73/b6/73b6029c97bf4724908561b5ee9b80cdb1ad40a1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4264028"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Discussing with a computer to practice a foreign language: research synthesis and conceptual framework of dialogue-based CALL

Serge Bibauw, Thomas François, Piet Desmet
<span title="2019-02-14">2019</span> <i title="Informa UK Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/txfhwnd4v5h3bccoo6n6efywdq" style="color: black;">Computer Assisted Language Learning</a> </i> &nbsp;
From this corpus, we formalized an operational definition of dialogue-based CALL, which allowed us to identify 96 relevant systems.  ...  Finally, we propose two main avenues for future research: relative effectiveness of dialogue-based CALL approaches, and dialogue systems as an environment for testing SLA hypotheses.  ...  Thanks also to all the authors who sent us their publications when they were not available online. This research was made possible by a SENESCYT (Ecuador) doctoral scholarship to the first author.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/09588221.2018.1535508">doi:10.1080/09588221.2018.1535508</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vqa5luasincxxh2yffudvj3cbm">fatcat:vqa5luasincxxh2yffudvj3cbm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709220603/http://www.dspace.uce.edu.ec/bitstream/25000/21049/1/Discussing%20with%20a%20computer%20to%20practice%20a%20foreign%20language.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ba/ed/baed4fe814c2a5aea5fd84d6b2a886bea25948e6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/09588221.2018.1535508"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> tandfonline.com </button> </a>

Pre-trained Language Models in Biomedical Domain: A Systematic Survey [article]

Benyou Wang, Qianqian Xie, Jiahuan Pei, Prayag Tiwari, Zhao Li, Jie fu
<span title="2021-10-12">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Pre-trained language models (PLMs) have been the de facto paradigm for most natural language processing (NLP) tasks.  ...  ., biomedical text, electronic health records, protein, and DNA sequences for various biomedical tasks.  ...  in the biomedical dialogue system tasks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2110.05006v2">arXiv:2110.05006v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aykwfhgi4jgmfovissgdvknny4">fatcat:aykwfhgi4jgmfovissgdvknny4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211014235106/https://arxiv.org/pdf/2110.05006v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0c/ea/0cea4db3dea404ed55b3a179b496357dc5c8ff80.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2110.05006v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

A survey of joint intent detection and slot-filling models in natural language understanding [article]

H. Weld, X. Huang, S. Long, J. Poon, S. C. Han
<span title="2021-02-22">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
However, more recently, joint models for intent classification and slot filling have achieved state-of-the-art performance, and have proved that there exists a strong relationship between the two tasks  ...  This article is a compilation of past work in natural language understanding, especially joint intent classification and slot filling.  ...  for dialogue systems.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2101.08091v3">arXiv:2101.08091v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ai6w2imilrfupf4m5fm2rjtzxi">fatcat:ai6w2imilrfupf4m5fm2rjtzxi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210224215750/https://arxiv.org/pdf/2101.08091v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1f/22/1f221b19faee160adc6fe68ebbade85d1513bce2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2101.08091v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

CLiFF Notes: Research in the Language, Information and Computation Laboratory of the University of Pennsylvania [article]

Editors: Matthew Stone, Libby Levison
<span title="1995-06-09">1995</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
of techniques for the use of trainable systems in natural language processing.  ...  Rule sequence learning, Hidden Markov models .  ...  Areas of particular focus have included Markov models, text coding and compression, gambling and the stock market, Kolmogorov complexity theory, and the relationship between information theory and statistics  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/cmp-lg/9506008v1">arXiv:cmp-lg/9506008v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aidgv3pdzvfatc7yjygdvthcjq">fatcat:aidgv3pdzvfatc7yjygdvthcjq</a> </span>
<a target="_blank" rel="noopener" href="https://archive.org/download/arxiv-cmp-lg9506008/cmp-lg9506008.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> File Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/18/a6/18a6be8cea096020036320f3afcae42174113fce.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/cmp-lg/9506008v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

On Integrating Discourse in Machine Translation

Karin Sim Smith
<span title="">2017</span> <i title="Association for Computational Linguistics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wiyp6rhsjbhrzl3gyyy6u5xcj4" style="color: black;">Proceedings of the Third Workshop on Discourse in Machine Translation</a> </i> &nbsp;
At a time when MT is increasingly being used in a pipeline for other tasks, the semantic element of the translation process needs to be properly integrated into the task.  ...  Part of this is due to the evaluation methodology, based as it is largely on matching to a single reference.  ...  Acknowledgments Many thanks to the anonymous reviewers for their insightful comments and pointers to any omissions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/w17-4814">doi:10.18653/v1/w17-4814</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/discomt/Smith17.html">dblp:conf/discomt/Smith17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zyoblphynjh3bnebdrfvr76fjy">fatcat:zyoblphynjh3bnebdrfvr76fjy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190222184136/http://www.aclweb.org:80/anthology/W17-4814" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a8/03/a80384fac8ec3b843443e614dcfe4321b71c05c6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/w17-4814"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Has Computational Linguistics Become More Applied? [chapter]

Kenneth Church
<span title="">2009</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
In this work, we demonstrate the proposed methodology for a specific part-of-speech (verbs) of the Spanish language, by using dictionary-based definitions.  ...  Moreover, we argue that our model should therefore be used as a baseline for standard supervised models which take into account contextual information. Abstract.  ...  We focus in Spanish language. For automatic thesaurus we used a distributional thesaurus [19] , and for the manual thesaurus we used a human oriented dictionary (Anaya) [21] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-00382-0_1">doi:10.1007/978-3-642-00382-0_1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oddvfzds4nfwjam2ccqeaxe2y4">fatcat:oddvfzds4nfwjam2ccqeaxe2y4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829202907/http://www.cicling.org/2009/FirstPages/All1stPages-oral.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/22/02/22024081a82e35385df83457bcc1ff8555b38054.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-00382-0_1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

What if everyone could do it?

Pierrick Milhorat, Stephan Schlögl, Gérard Chollet, Jerome Boudy
<span title="">2013</span> <i title="ACM Press"> Proceedings of the 5th ACM SIGCHI symposium on Engineering interactive computing systems - EICS &#39;13 </i> &nbsp;
We propose a framework of components and describe how it may be used to prototype and gradually implement a spoken dialog system without requiring extensive domain expertise.  ...  Yet, unlike applications for building GUIs, tools and frameworks that support the design, construction and maintenance of dialog systems are rare.  ...  , France and Italy (AAL-2010-3-106), and ARHOME, a French national research project.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2494603.2480325">doi:10.1145/2494603.2480325</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uesai7q2hrdxbbaakp7ltrrldm">fatcat:uesai7q2hrdxbbaakp7ltrrldm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200318104721/http://biblio.telecom-paristech.fr/cgi-bin/download.cgi?id=13992" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5f/40/5f40f75c5ffbcea8a1514ba7d2f9f97f937cbf2a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2494603.2480325"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Unsupervised Learning and Modeling of Knowledge and Intent for Spoken Dialogue Systems

Yun-Nung Chen
<span title="">2015</span> <i title="Association for Computational Linguistics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5n6volmnonf5tn6xputi5f2t3e" style="color: black;">Proceedings of the ACL-IJCNLP 2015 Student Research Workshop</a> </i> &nbsp;
In the field of dialogue modeling, the partially observable Markov decision process (POMDP) model is a popular technique for dialogue management [164, 172] , reducing the cost of handcrafted dialogue  ...  their corresponding semantic decoders for use in domain-specific dialogue systems.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3115/v1/p15-3001">doi:10.3115/v1/p15-3001</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/acl/Chen15.html">dblp:conf/acl/Chen15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kfxqwlfgpfgl7maz25j42nebme">fatcat:kfxqwlfgpfgl7maz25j42nebme</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160418071153/http://www.cs.cmu.edu:80/~yvchen/doc/dissertation.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c4/15/c415d36fbf2c7caf659ecfe537a2765e54ba141c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3115/v1/p15-3001"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Sentiment analysis algorithms and applications: A survey

Walaa Medhat, Ahmed Hassan, Hoda Korashy
<span title="">2014</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nlqmna5mwnfjhm6fv3u2smz7pu" style="color: black;">Ain Shams Engineering Journal</a> </i> &nbsp;
This survey paper tackles a comprehensive overview of the last update in this field.  ...  The main contributions of this paper include the sophisticated categorizations of a large number of recent articles and the illustration of the recent trend of research in the sentiment analysis and its  ...  They use Markov logic to integrate polarity scores from different sentiment lexicons using information about relations between neighboring segments. They worked on product reviews.  ... 
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LL(O)D and NLP perspectives on semantic change for humanities research

Florentina Armaselu, Elena-Simona Apostol, Anas Fahad Khan, Chaya Liebeskind, Barbara McGillivray, Ciprian-Octavian Truică, Andrius Utka, Giedrė Valūnaitė Oleškevičienė, Marieke van Erp, Philipp Cimiano
<span title="2022-05-06">2022</span> <i title="IOS Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pcapks3huberdozbvfqowysuly" style="color: black;">Semantic Web Journal</a> </i> &nbsp;
The paper's aim is to provide the starting point for the construction of a workflow and set of multilingual diachronic ontologies within the humanities use case of the COST Action Nexus Linguarum, European  ...  This paper presents an overview of the LL(O)D and NLP methods, tools and data for detecting and representing semantic change, with its main application in humanities research.  ...  Acknowledgement This article is based upon work from COST Action Nexus Linguarum, European network for Web-centred linguistic data science, supported by COST (European Cooperation in Science and Technology  ... 
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