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Morphological Analysis of the Slovak Language

Daniel Hladek, Jan Stas, Josef Juhar
<span title="2015-11-29">2015</span> <i title="VSB Technical University of Ostrava, Faculty of Electrical Engineering and Computer Sciences"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s2e53o6nxbgczjcabahgyxamqi" style="color: black;">Advances in Electrical and Electronic Engineering</a> </i> &nbsp;
This paper proposes a new statistic-based method of segmenting words by identification of a suffix.  ...  Ability to identify suffix can improve morphological analysis by allowing the classifier to assign tags to words previously unseen in the training corpus.  ...  After some more generalization is designed, the principle of the suffix identification can be extended for identification of even smaller parts of words than suffix.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15598/aeee.v13i4.1491">doi:10.15598/aeee.v13i4.1491</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/66xc3azl2jf5bd5uegy44i2mvq">fatcat:66xc3azl2jf5bd5uegy44i2mvq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200508014540/http://dspace.vsb.cz/bitstream/handle/10084/111856/1491-8458-3-PB.pdf;jsessionid=D9158B21A32DE39FE1E8C6366D2CDAF0?sequence=1" 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/86/5a/865a1fbb3e0e0d5b0a772d9d18149bf8719aef2a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15598/aeee.v13i4.1491"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Frequent Case Generation in Ad Hoc Retrieval of Three Indian Languages – Bengali, Gujarati and Marathi [chapter]

Jiaul H. Paik, Kimmo Kettunen, Dipasree Pal, Kalervo Järvelin
<span title="">2013</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;
We used plain unprocessed word index as the baseline, and n-gramming and stemming as competing methods.  ...  The method shows competitive performance in comparison to n-gramming and stemming.  ...  Our baseline is plain words, and as comparable keyword variation management methods we use n-gramming (the length of the n-gram being 4 [13] ) and GRAS stemming.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-40087-2_4">doi:10.1007/978-3-642-40087-2_4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2yaoaeqdn5g4napqreqv6nbisy">fatcat:2yaoaeqdn5g4napqreqv6nbisy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190219021242/http://pdfs.semanticscholar.org/143b/bd66d17cfc12ac0e8e0b48f2f9eb678602e1.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/14/3b/143bbd66d17cfc12ac0e8e0b48f2f9eb678602e1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-40087-2_4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Text Mining Techniques for Sentiment Analysis of Arabic Dialects: Literature Review

Arwa A. Al Shamsi, Sherief Abdallah
<span title="">2021</span> <i title="ASTES Journal"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5z5fhzfgard2vod5er2hdyuq54" style="color: black;">Advances in Science, Technology and Engineering Systems</a> </i> &nbsp;
Many reasons drive people to use social media sites such as expressing opinions and ideas, displaying their diaries and sharing them with others, social communication with family and friends and building  ...  These generated data considered as a valuable source of information that attracted business owners, companies, government institutions, and of course, it attracts researchers and data scientists as well  ...  In [55] , the author effectively extracted words n-grams and characters n-grams and utilized them as features for AD identification.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.25046/aj0601112">doi:10.25046/aj0601112</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/clwi3cssdfgzhjhr7uq23fd53i">fatcat:clwi3cssdfgzhjhr7uq23fd53i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210717004003/https://www.astesj.com/publications/ASTESJ_0601112.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/c5/bd/c5bd731c8718214db948ae3c7822c99cd2de0d56.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.25046/aj0601112"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Probabilistic Modelling of Morphologically Rich Languages [article]

Jan A. Botha
<span title="2015-08-18">2015</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This assumption does not fit morphologically complex language well, where words can have rich internal structure and sub-word elements are shared across distinct word forms.  ...  In the context of n-gram language modelling, we formulate a new Bayesian model that relies on the decomposition of compound words to attain better smoothing, and we develop a new distributed language model  ...  Sample uniformly at random (with replacement) a stem from the BAMA stem lexicon, and affix(es) from the ones consistent with the chosen stem.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1508.04271v1">arXiv:1508.04271v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6qhsfdbvt5emfiaumtwh2pzs7m">fatcat:6qhsfdbvt5emfiaumtwh2pzs7m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200930115013/https://arxiv.org/pdf/1508.04271v1.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/31/f1/31f1255962a6a0a23b11209d620d38357b59b74b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1508.04271v1" 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 Greek Morphological Lexicon and Its Exploitation by Natural Language Processing Applications [chapter]

Georgios Petasis, Vangelis Karkaletsis, Dimitra Farmakiotou, Ion Androutsopoulos, Constantine D. Spyropoulo
<span title="">2003</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;
This paper presents a large-scale Greek morphological lexicon, developed at the Software & Knowledge Engineering Laboratory (SKEL) of NCSR "Demokritos".  ...  The morphological lexicon was used to develop a lemmatiser and a morphological analyser that were exploited in various natural language processing applications for Greek.  ...  Word forms that shared the same stems with a lemma (based on heuristics to remove prefixes) were considered different instantiations of the lemma.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/3-540-38076-0_26">doi:10.1007/3-540-38076-0_26</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qxpwqzvowjgujgaalwg4abdvce">fatcat:qxpwqzvowjgujgaalwg4abdvce</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810003958/http://users.iit.demokritos.gr/~vangelis/PapersKarkaletsis/Papers/BookChapters/Petasis_LNCS2563_2003.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/23/29/2329f46710dcc31640c2b28cae5085cd25c69213.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/3-540-38076-0_26"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Classification of Encouragement (Targhib) And Warning (Tarhib) Using Sentiment Analysis on Classical Arabic

Hatem AlHasani, Saidah Saad, Junaidah Kassim
<span title="2018-09-30">2018</span> <i title="Insight Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/micztizddff3zji5xocudzzx64" style="color: black;">International Journal on Advanced Science, Engineering and Information Technology</a> </i> &nbsp;
In carrying out this aim, the applied machine learning approach was used, where the impact of the use of different techniques such as POS tagging, N-Gram and Feature selection with correlation based were  ...  Several approaches are used in the Sentiment Analysis classification, such as the machine learning approach, the lexicon-based approach and the hybrid approach.  ...  Moreover, we plan to extend the presented Classical Arabic sentiment analysis corpus using the lexicon-based approach.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18517/ijaseit.8.4-2.6800">doi:10.18517/ijaseit.8.4-2.6800</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/w3g7bmijrjhmfbaihpka7vhxeq">fatcat:w3g7bmijrjhmfbaihpka7vhxeq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200208074916/http://www.insightsociety.org/ojaseit/index.php/ijaseit/article/download/6800/1734" 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/e9/f0/e9f06c14fd9b98bbc1a2f205c0e28d49cd13c95c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18517/ijaseit.8.4-2.6800"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

A review of sentiment analysis research in Arabic language [article]

Oumaima Oueslati, Erik Cambria, Moez Ben HajHmida, Habib Ounelli
<span title="2020-05-25">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In particular, we survey both approaches that leverage machine translation or transfer learning to adapt English resources to Arabic and approaches that stem directly from the Arabic language.  ...  In this paper, we carry out an in-depth qualitative study of the most important research works in this context by presenting limits and strengths of existing approaches.  ...  N-grams are sequences of n-items, extracted from texts. Generally, items are the words of the sentence.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2005.12240v1">arXiv:2005.12240v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/b3hlra2bnrdfnfxjebk7d4ob3u">fatcat:b3hlra2bnrdfnfxjebk7d4ob3u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200912160617/https://arxiv.org/ftp/arxiv/papers/2005/2005.12240.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/1e/e7/1ee71e0c73bf9756ffdaeec3c15e970ad37b8117.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2005.12240v1" 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>

Managing misspelled queries in IR applications

Jesús Vilares, Manuel Vilares, Juan Otero
<span title="">2011</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/v5dch4enzne6phusiwdh25za24" style="color: black;">Information Processing &amp; Management</a> </i> &nbsp;
On the other hand, our n-gram based strategy shows a remarkable robustness, with average performance losses appreciably smaller than those for stemming.  ...  The results obtained demonstrate that stemming-based approaches are highly sensitive to misspelled queries, particularly with short queries.  ...  This research has been partially funded by the Spanish Ministries of Education and Science and FEDER (through projects HUM2007-66607-C04-02, HUM2007-66607-C04-03, TIN2010-18552-C03-01 and TIN2010-18552  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ipm.2010.08.004">doi:10.1016/j.ipm.2010.08.004</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kn3pxgjxpneffjuhys24qdslxe">fatcat:kn3pxgjxpneffjuhys24qdslxe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120618083951/http://www.grupolys.org/biblioteca/VilVilOte2011a.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/8c/1f8ca432e05fd59a34b826d78f8234f4d16d0a8e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ipm.2010.08.004"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Automatic Arabic Dialect Identification Systems for Written Texts: A Survey [article]

Maha J. Althobaiti
<span title="2020-09-26">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
So, we review the traditional machine learning methods, deep learning architectures, and complex learning approaches to Arabic dialect identification.  ...  Arabic dialect identification is the first step in various natural language processing applications such as machine translation, multilingual text-to-speech synthesis, and cross-language text generation  ...  They also examined the use of character-level and word-level n-grams separately and reported that character-based n-gram features outperformed the word-based n-grams, because they generalized better to  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2009.12622v1">arXiv:2009.12622v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ul32voarejenfdrfwsbxa46os4">fatcat:ul32voarejenfdrfwsbxa46os4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201005041601/https://arxiv.org/ftp/arxiv/papers/2009/2009.12622.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] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2009.12622v1" 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>

Development of Part of Speech Tagger using Deep Learning

<span title="2019-10-30">2019</span> <i title="Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/h673cvfolnhl3mnbjxkhtxdtg4" style="color: black;">International Journal of Engineering and Advanced Technology</a> </i> &nbsp;
Hindi is free word-order language and morphologically rich language due to this applying Part of Speech tagging is very challenging task.  ...  POS Tagging is sequence labelling task in which we assign Part-of-speech to every word (Wi) which is sequence in sentence and tag (Ti) to corresponding word as label such as (Wi/Ti.... Wn/Tn).  ...  This word has multiple entry in the lexicon (one for each category). when we perform stemming on the word then after stemming the word will assign all possible POS tag according to the number of entries  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijeat.a1531.109119">doi:10.35940/ijeat.a1531.109119</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/d2n3vj47hzbqlb2soll43t7mxy">fatcat:d2n3vj47hzbqlb2soll43t7mxy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200208023744/https://www.ijeat.org/wp-content/uploads/papers/v9i1/A1531109119.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/3d/73/3d733b56ac16a24c29f306f651fa40ce6a8a0080.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijeat.a1531.109119"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

ThamizhiMorph: A morphological parser for the Tamil language

Kengatharaiyer Sarveswaran, Gihan Dias, Miriam Butt
<span title="">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y5uhxlnzh5g2xmblon2lrbuzjm" style="color: black;">Machine Translation</a> </i> &nbsp;
AbstractThis paper presents an open source and extendable Morphological Analyser cum Generator (MAG) for Tamil named ThamizhiMorph.  ...  In order to foster further development, we have made our scripts, the FST models, lexicons, Meta-Morphological rules, lists of generated verbs and nouns, and test data sets freely available for others  ...  and technical support in making this work possible.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10590-021-09261-5">doi:10.1007/s10590-021-09261-5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/awiyb2i6jfgj3p4lk6f2j4tbb4">fatcat:awiyb2i6jfgj3p4lk6f2j4tbb4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715224126/https://kops.uni-konstanz.de/bitstream/handle/123456789/53771/Sarveswaran_2-qjakvmdmgv940.pdf;jsessionid=46B2537398D5F50E0775B9ACEE8189A5?sequence=1" 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/2b/65/2b651a9f300c4b658458d828f3ecf751aa0416a4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10590-021-09261-5"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Hybrid Natural Language Generation from Lexical Conceptual Structures

Nizar Habash, Bonnie Dorr, David Traum
<span title="">2003</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y5uhxlnzh5g2xmblon2lrbuzjm" style="color: black;">Machine Translation</a> </i> &nbsp;
The generation system can also be extended to other languages and this is demonstrated and evaluated for Spanish.  ...  and associated algorithm for generation from ambiguous input; (3) development of an efficient reusable language-independent linearization module with a grammar description language that can be used with  ...  Carol Van-Ess Dykema helped with the word-ordering scheme for noun modifiers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1023/b:coat.0000020960.27186.18">doi:10.1023/b:coat.0000020960.27186.18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xzoohd5ytrfmlbhmwur5dpvise">fatcat:xzoohd5ytrfmlbhmwur5dpvise</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160528035614/http://ict.usc.edu:80/pubs/Hybrid%20Natural%20Language%20Generation%20from%20Lexical%20%20Conceptual%20Structures.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/e6/c2/e6c2b87e464494b561bf192838b67563507ac9b0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1023/b:coat.0000020960.27186.18"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Sub-Word Indexing and Blind Relevance Feedback for English, Bengali, Hindi, and Marathi IR

Johannes Leveling, Gareth J. F. Jones
<span title="2010-09-01">2010</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hxr5v3ys6ne7rnaorkss2dkvha" style="color: black;">ACM Transactions on Asian Language Information Processing</a> </i> &nbsp;
Sub-word identification is a general case of decompounding. It results in one or more index terms for a single word form and increases the number of index terms but decreases their average length.  ...  The major findings are: The corpus-based stemming approach is effective as a knowledge-light term conflation step and useful in case of few language-specific resources.  ...  The authors are grateful to the reviewers for providing immensely useful feedback and suggestions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1838745.1838749">doi:10.1145/1838745.1838749</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/73ab5osnhfbw7mvcn5draecodu">fatcat:73ab5osnhfbw7mvcn5draecodu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170921210105/http://doras.dcu.ie/16033/1/Sub-word_Indexing_and_Blind_Relevance_Feedback.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/3c/54/3c547d5bc05fde14be9ca32d22eee5cac26b9442.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1838745.1838749"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Dictionary-based techniques for cross-language information retrieval

Gina-Anne Levow, Douglas W. Oard, Philip Resnik
<span title="">2005</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/v5dch4enzne6phusiwdh25za24" style="color: black;">Information Processing &amp; Management</a> </i> &nbsp;
Key results include identification of a previously unseen dependence of pre-and post-translation expansion on orthographic cognates and development of a query-specific measure for translation fanout that  ...  This article identifies the key issues in dictionary-based CLIR, develops unified frameworks for term selection and term translation that help to explain the relationships among existing techniques, and  ...  Acknowledgements The authors wish to thank Clara Cabezas, Kareem Darwish, Dina Demner-Fushman, and Funda Ertunc for their assistance with the experiments reported above.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ipm.2004.06.012">doi:10.1016/j.ipm.2004.06.012</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tvaxj5zlxzbf7nntha3t7dzsj4">fatcat:tvaxj5zlxzbf7nntha3t7dzsj4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705155821/http://www.umiacs.umd.edu/~resnik/pubs/ipm_may2005.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/00/15/0015351a0c2058d680d8e595a765f6ce0468e5ab.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ipm.2004.06.012"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Dialectal Arabic sentiment analysis based on tree-based pipeline optimization tool

Soukaina Mihi, Brahim Ait Ben Ali, Ismail El Bazi, Sara Arezki, Nabil Laachfoubi
<span title="2022-08-01">2022</span> <i title="Institute of Advanced Engineering and Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/c3tlqqlmlrhohmjgwq5tzpde6m" style="color: black;">International Journal of Power Electronics and Drive Systems (IJPEDS)</a> </i> &nbsp;
It is not compliant with neither standards nor spelling regulations making it quite challenging for automatic machine-learning techniques.  ...  In this paper's scope, we propose a new approach based on AutoML methods to improve the efficiency of the sentiment classification process for dialectal Arabic.  ...  We show the effect of the presence or absence of the stemming module, the TF-IDF with n-grams, and changing the evolutionary process parameters in TPOT.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11591/ijece.v12i4.pp4195-4205">doi:10.11591/ijece.v12i4.pp4195-4205</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dr4hlh6u45dg3p7rkv7tgldfj4">fatcat:dr4hlh6u45dg3p7rkv7tgldfj4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220615033528/http://ijece.iaescore.com/index.php/IJECE/article/download/24935/15833" 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/fa/b7/fab7725123d687af074c4f6094d14c569a3e0710.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11591/ijece.v12i4.pp4195-4205"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>
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