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Multimodal Image Retrieval over a Large Database [chapter]

Débora Myoupo, Adrian Popescu, Hervé Le Borgne, Pierre-Alain Moëllic
<span title="">2010</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 introduce a new multimodal retrieval technique which combines query reformulation and visual image reranking in order to deal with results sparsity and imprecision, respectively.  ...  We compare textual and multimodal retrieval and show that introducing visual reranking results in a significant improvement of performance.  ...  We thank the DGCIS for funding us through the regional business cluster Systematic (project POPS) and Cap Digital (project Mediatic and Romeo), and the french National Agency for Research (ANR) project  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-15751-6_20">doi:10.1007/978-3-642-15751-6_20</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4aowzdwztrbaphhrbgudfyyksy">fatcat:4aowzdwztrbaphhrbgudfyyksy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20140104031925/http://elm.eeng.dcu.ie:80/~hlborgne/pub/myoupo10multimodal_retrieval.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/04/09/04095e731f911df30e08623140118f110cdb69d3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-15751-6_20"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Scale-Free Content Based Image Retrieval (or Nearly so)

Adrian Popescu, Alexandra Ginsca, Herve Le Borgne
<span title="">2017</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6s36fqp6q5hgpdq2scjq3sfu6a" style="color: black;">2017 IEEE International Conference on Computer Vision Workshops (ICCVW)</a> </i> &nbsp;
When textual annotations of Web and social media images are poor or missing, content-based image retrieval is an interesting way to access them.  ...  To improve precision, the inverted index look-up is complemented with an exhaustive search over a fixed size list of intermediary results.  ...  the most salient images for each visual concept.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccvw.2017.42">doi:10.1109/iccvw.2017.42</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/iccvw/PopescuGB17.html">dblp:conf/iccvw/PopescuGB17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bvgxxi3wkndnvntfhdi7v6umje">fatcat:bvgxxi3wkndnvntfhdi7v6umje</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200319100755/http://openaccess.thecvf.com/content_ICCV_2017_workshops/papers/w5/Popescu_Scale-Free_Content_Based_ICCV_2017_paper.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/87/b9/87b93dc5834d945cf6a9e5b53864aee2005d71c9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccvw.2017.42"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Zero-Shot Event Detection by Multimodal Distributional Semantic Embedding of Videos [article]

Mohamed Elhoseiny, Jingen Liu, Hui Cheng, Harpreet Sawhney, Ahmed Elgammal
<span title="2015-12-16">2015</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
in videos (with focus on the visual modalities), (b) automatically determining relevance of concepts/attributes to a free text query, which could be useful for other applications, and (c) retrieving videos  ...  Using only the event title as a query, our method outperformed the state-of-the-art that uses big descriptions from 12.6% to 13.5% with MAP metric and 0.73 to 0.83 with ROC-AUC metric.  ...  Government is authorized to reproduce and distribute reprints for Governmental purposes notwithstanding any copyright annotation thereon.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1512.00818v2">arXiv:1512.00818v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yw5bdk55k5cbdhnqzskneiotva">fatcat:yw5bdk55k5cbdhnqzskneiotva</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200827091804/https://arxiv.org/pdf/1512.00818v2.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/4a/17/4a1747c3eb3281414c962e2c4436b207b5201a12.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1512.00818v2" 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>

Name that sculpture

Relja Arandjelović, Andrew Zisserman
<span title="">2012</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bj3ypeajjfeb7pqvvlh5snru4a" style="color: black;">Proceedings of the 2nd ACM International Conference on Multimedia Retrieval - ICMR &#39;12</a> </i> &nbsp;
We describe a retrieval based method for automatically determining the title and sculptor of an imaged sculpture.  ...  To this end we make the following three contributions: (i) we show that using two complementary visual retrieval methods (one based on visual words, the other on boundaries) improves both retrieval and  ...  We are grateful for financial support from ERC grant VisRec no. 228180.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2324796.2324800">doi:10.1145/2324796.2324800</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mir/ArandjelovicZ12.html">dblp:conf/mir/ArandjelovicZ12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kx7sccxf5bbglerx7kbjgarkim">fatcat:kx7sccxf5bbglerx7kbjgarkim</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150322001909/http://www.robots.ox.ac.uk:80/~vgg/publications/2012/Arandjelovic12a/arandjelovic12a.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/35/da/35dae55ddf7a129a171421d03a27790aecd6f95f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2324796.2324800"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Answering Open-Domain Questions of Varying Reasoning Steps from Text [article]

Peng Qi, Haejun Lee, Oghenetegiri "TG" Sido, Christopher D. Manning
<span title="2021-10-29">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We employ a single multi-task transformer model to perform all the necessary subtasks -- retrieving supporting facts, reranking them, and predicting the answer from all retrieved documents -- in an iterative  ...  , unifying Wikipedia corpora versions in the process.  ...  Acknowledgments The authors would like to thank the anonymous reviewers for discussions and comments on earlier versions of this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2010.12527v4">arXiv:2010.12527v4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2qus2pngmfghxentwwx3stddfq">fatcat:2qus2pngmfghxentwwx3stddfq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211103225417/https://arxiv.org/pdf/2010.12527v4.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/c2/48/c2482d0c49c2cfb1a50c24fb2177182893a9d1a0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2010.12527v4" 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>

Knowledge Resource Development for Identifying Matching Image Descriptions
english

Alicia Sagae, Scott E. Fahlman
<span title="">2013</span> <i title="SCITEPRESS - Science and and Technology Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4bghlx2mf5fs3nq4gshtblxiza" style="color: black;">Proceedings of the International Conference on Knowledge Engineering and Ontology Development</a> </i> &nbsp;
knowledge resources contribute to the performance of many current systems for textual inference tasks (QA, textual entailment, summarization, retrieval, and others).  ...  This paper describes the incremental, task-driven development of an ontology that provides features to a system that retrieves images based on their textual descriptions.  ...  In the Wikipedia Image Retrieval Task at ImageCLEF 2011 (Tsikrika et al., 2011) , the best-performing system applied Late Semantic Combination to leverage features from text and visual modalities (Csurka  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5220/0004550601000108">doi:10.5220/0004550601000108</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ic3k/SagaeF13.html">dblp:conf/ic3k/SagaeF13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/22cuezse4fdkvfisn2ztfuvc4m">fatcat:22cuezse4fdkvfisn2ztfuvc4m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190308130822/http://pdfs.semanticscholar.org/e8d4/85cae2ac7fb9e2ea4934679941c117e935a4.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/e8/d4/e8d485cae2ac7fb9e2ea4934679941c117e935a4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5220/0004550601000108"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Unsupervised Visual and Textual Information Fusion in Multimedia Retrieval - A Graph-based Point of View [article]

Gabriela Csurka and Julien Ah-Pine and Stéphane Clinchant
<span title="2014-01-27">2014</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Our proposal allows us to highlight the core features one should consider when using a graph based technique for the combination of visual and textual information.  ...  We are interested in repositories of image/text multimedia objects and we study multimodal information fusion techniques in the context of content based multimedia information retrieval.  ...  Let u be a term in the corpus, then LE models compute a probability distribution over terms v of the corpus denoted by p(v|u).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1401.6891v1">arXiv:1401.6891v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dbo4xnptebejdktgyc5h6qbiee">fatcat:dbo4xnptebejdktgyc5h6qbiee</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200904033055/https://arxiv.org/pdf/1401.6891v1.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/d7/db/d7db3b5265e757b2ebaa5049f4a9be4c39cbd87a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1401.6891v1" 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>

Efficient Approach for Image Re Ranking with Diversity

Katakam. Sairavali
<span title="2019-04-30">2019</span> <i title="International Journal for Research in Applied Science and Engineering Technology (IJRASET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hsp44774azcezeyiq4kuzpfh5a" style="color: black;">International Journal for Research in Applied Science and Engineering Technology</a> </i> &nbsp;
To solve the diversity issue in this research paper we implemented novel technique for Image search with diversity for image retrieval based on tags in social media.  ...  In this system we use effective diverse reranking to get image retrieval process based on tag. To improve diversity in image retrieval we use tag graph construction and communication detection.  ...  This community represents relationship between tags and in this word vector of every tag based on the English Wikipedia corpus with the model word2vec.We will give rank to image based on user selecting  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2019.4527">doi:10.22214/ijraset.2019.4527</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r37iaw6hcnfi7cupct3mgvta4q">fatcat:r37iaw6hcnfi7cupct3mgvta4q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200214083937/https://www.ijraset.com/fileserve.php?FID=22298" 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/97/7e/977e816195a143f51d044c7c3148ca62704baed9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2019.4527"> <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>

Recent Advances in Automated Question Answering In Biomedical Domain [article]

Krishanu Das Baksi
<span title="2021-11-10">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The answers are usually found in either databases (or knowledge bases) or a collection of documents commonly referred to as the corpus.  ...  Therefore, it has become difficult to keep track of all the information in the domain, even for domain experts.  ...  Other modalities of biomedical question answering like visual question answering using medical images which have gained popularity recently will be excluded those from this review.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.05937v1">arXiv:2111.05937v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5474jk6ozbalvmfjrgatu4tsna">fatcat:5474jk6ozbalvmfjrgatu4tsna</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211117114620/https://arxiv.org/pdf/2111.05937v1.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/7c/50/7c5064305b8f8add57f211e185cdfeb9d68e6e31.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.05937v1" 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>

Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering [article]

Man Luo, Yankai Zeng, Pratyay Banerjee, Chitta Baral
<span title="2021-09-09">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The visual retriever aims to retrieve relevant knowledge, and the visual reader seeks to predict answers based on given knowledge.  ...  One dataset that is mostly used in evaluating knowledge-based VQA is OK-VQA, but it lacks a gold standard knowledge corpus for retrieval.  ...  Acknowledgements The authors acknowledge support from the NSF grant 1816039, DARPA grant W911NF2020006, DARPA grant FA875019C0003, and ONR award N00014-20-1-2332; and thank the reviewers for their feedback  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2109.04014v1">arXiv:2109.04014v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rnm2ghrosbd4xkctt4jnozfndu">fatcat:rnm2ghrosbd4xkctt4jnozfndu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210915142945/https://arxiv.org/pdf/2109.04014v1.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/4e/92/4e92fec0a61972ae076707d0630d1333affccdfc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2109.04014v1" 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>

Unsupervised Visual and Textual Information Fusion in CBMIR Using Graph-Based Methods

Julien Ah-Pine, Gabriela Csurka, Stéphane Clinchant
<span title="2015-02-17">2015</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a2o77szzyngfjiyr6oftvf2ts4" style="color: black;">ACM Transactions on Information Systems</a> </i> &nbsp;
Our proposal allows us to highlight the core features one should consider when using a graph based technique for the combination of visual and textual information.  ...  We are interested in repositories of image/text multimedia objects and we study multimodal information fusion techniques in the context of content based multimedia information retrieval.  ...  Let u be a term in the corpus, then LE models compute a probability distribution over terms v of the corpus denoted by p(v|u).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2699668">doi:10.1145/2699668</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/p3bqd767sjcbbdn2hn3fpxmp2i">fatcat:p3bqd767sjcbbdn2hn3fpxmp2i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190505165121/https://hal.archives-ouvertes.fr/hal-01504636/file/mir-fusion.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/b3/7f/b37f686bf8c3e1b621b2ea1ca77718e652f7d56e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2699668"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Excavating the mother lode of human-generated text: A systematic review of research that uses the wikipedia corpus

Mohamad Mehdi, Chitu Okoli, Mostafa Mesgari, Finn Årup Nielsen, Arto Lanamäki
<span title="">2017</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;
Using VIRal and an image as a query, the system returns visually similar images and estimates its location.  ...  Image retrieval Wikipedia images keyword disambiguation for image sorting Titles of Wikipedia articles Image geo-tagging Wikipedia geo-referenced articles Video classification Wikipedia articles  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ipm.2016.07.003">doi:10.1016/j.ipm.2016.07.003</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qgjeatizfzbyjkbo4rsuxea76y">fatcat:qgjeatizfzbyjkbo4rsuxea76y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190426105424/http://orbit.dtu.dk/files/127258892/WikilitCorpus_IP_M_Rev3.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/f9/5c/f95c2ae6a7b11f3e5db731aa527379eadc3b2477.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ipm.2016.07.003"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Topic representation: finding more representative words in topic models [article]

Jinjin Chi, Jihong Ouyang, Changchun Li, Xueyang Dong, Ximing Li, Xinhua Wang
<span title="2018-10-23">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
To achieve this, we rerank the words in a given topic by further considering marginal probability on words over every other topic.  ...  The reranking list of top-M words is used to be a novel topic representation for topic models.  ...  We propose three methodologies to rerank topic words by considering the marginal probability on words over different topics.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1810.10307v1">arXiv:1810.10307v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lbbiaxjw25fnbhszrmv27v57cy">fatcat:lbbiaxjw25fnbhszrmv27v57cy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191016094516/https://arxiv.org/pdf/1810.10307v1.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/79/6f/796f7b62c3a2181885a4c3c9f9e8a33e1b231f4f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1810.10307v1" 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>

Image Tagging With Social Assistance

D. Dhayalan, M. Queen Mary Vidya, B. Gowri Priya
<span title="2018-06-30">2018</span> <i title="South Asia Management Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oarwpnpqjjfbbkyptszxdp4ch4" style="color: black;">International Journal of Trend in Scientific Research and Development</a> </i> &nbsp;
In this paper, we advocate a topic diverse ranking method for tag-primarily based photo retrieval with the eye of selling the situation insurance overall performance.  ...  Tag-primarily based definitely image are seeking for is an essential method to find photos shared with the aid of manner of clients in social networks.  ...  corpus to enhance the relevance performance of the retrieved results.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.31142/ijtsrd14566">doi:10.31142/ijtsrd14566</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hejrlm66ajg4bdbthx642kor4a">fatcat:hejrlm66ajg4bdbthx642kor4a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200319073220/https://www.ijtsrd.com/papers/ijtsrd14566.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/af/3c/af3c5757ac536bc43d3d6df299d02ce5910a7f63.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.31142/ijtsrd14566"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Multimedia Question Answering

Richang Hong, Meng Wang, Guangda Li, Liqiang Nie, Zheng-Jun Zha, Tat-Seng Chua
<span title="">2012</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2gcnyvxfqrbsnky2upsxenzfd4" style="color: black;">IEEE Multimedia</a> </i> &nbsp;
Answers to locate the most appropriate video answers. 9 This work mainly discusses how to combine textual analysis and visual content analysis to rerank potential video answers.  ...  Thus, instead of extracting answers from a certain document corpus, the retrieval task in cQA involves finding equivalent questions with readily available answers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mmul.2011.53">doi:10.1109/mmul.2011.53</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kixa3tq6yraafglyrlhx5xehwi">fatcat:kixa3tq6yraafglyrlhx5xehwi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809133515/http://lms.comp.nus.edu.sg/sites/default/files/publication-attachments/hongp72.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/db/8e/db8e01da48065130581027a66267df41bea4ab17.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mmul.2011.53"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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