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Discontinuous Named Entity Recognition as Maximal Clique Discovery [article]

Yucheng Wang, Bowen Yu, Hongsong Zhu, Tingwen Liu, Nan Yu, Limin Sun
<span title="2021-11-26">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Then discontinuous NER can be reformulated as a non-parametric process of discovering maximal cliques in the graph and concatenating the spans in each clique.  ...  Named entity recognition (NER) remains challenging when entity mentions can be discontinuous. Existing methods break the recognition process into several sequential steps.  ...  Introduction Named Entity Recognition (NER) is the task of detecting mentions of real-world entities from text and classifying them into predefined types.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2106.00218v2">arXiv:2106.00218v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bxye7d6hujewxhky2yubi3pbnu">fatcat:bxye7d6hujewxhky2yubi3pbnu</a> </span>
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Discontinuous Named Entity Recognition as Maximal Clique Discovery

Yucheng Wang, Bowen Yu, Hongsong Zhu, Tingwen Liu, Nan Yu, Limin Sun
<span title="">2021</span> <i title="Association for Computational Linguistics"> Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) </i> &nbsp; <span class="release-stage">unpublished</span>
Then discontinuous NER can be reformulated as a non-parametric process of discovering maximal cliques in the graph and concatenating the spans in each clique.  ...  Named entity recognition (NER) remains challenging when entity mentions can be discontinuous. Existing methods break the recognition process into several sequential steps.  ...  Introduction Named Entity Recognition (NER) is the task of detecting mentions of real-world entities from text and classifying them into predefined types.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/2021.acl-long.63">doi:10.18653/v1/2021.acl-long.63</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2cdungokpvchhohfvgxk4buh7u">fatcat:2cdungokpvchhohfvgxk4buh7u</a> </span>
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The theory and practice of Bayesian image labeling

Paul B. Chou, Christopher M. Brown
<span title="">1990</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hfdglwo5wbbmta6wop52fam7a4" style="color: black;">International Journal of Computer Vision</a> </i> &nbsp;
The potential of the clique when the MRF entity is an EDGE is set to our estimate of the log of the (local) odds of an entity being an EDGE over a NON-EDGE, and is set to 0 when it is a NON-EDGE.  ...  There are variety of motivations for this design including practical considerations and biological discoveries.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/bf00054995">doi:10.1007/bf00054995</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lsjlh63nujcajjdsn2ep6er2xu">fatcat:lsjlh63nujcajjdsn2ep6er2xu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829010905/http://www.dtic.mil/get-tr-doc/pdf?AD=ADA202037" 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/9d/36/9d36400ab08984bbdcd5d34053cbef7ea17a2aad.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/bf00054995"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Accelerated training of conditional random fields with stochastic gradient methods

S. V. N. Vishwanathan, Nicol N. Schraudolph, Mark W. Schmidt, Kevin P. Murphy
<span title="">2006</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/v54jrmjbpzgodi4buoyaj7vrzm" style="color: black;">Proceedings of the 23rd international conference on Machine learning - ICML &#39;06</a> </i> &nbsp;
This work is also supported by the IST Program of the European Community, under the Pascal Network of Excellence, IST-2002-506778, and an NSERC Discovery Grant.  ...  BioNLP/NLPBA-2004 Shared Task Our second experiment uses the BioNLP/NLPBA-2004 shared task of biomedical named-entity recognition on the GENIA corpus (Kim et al., 2004) .  ...  ) φ(x, y) decompose into terms over the maximal cliques {c 1 , . . . c n } of G: φ(x, y) = ({φ c (x, y c )}), where c indexes the maximal cliques, and y c is the label configuration for nodes in clique  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1143844.1143966">doi:10.1145/1143844.1143966</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icml/VishwanathanSSM06.html">dblp:conf/icml/VishwanathanSSM06</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jcailkx4ufar3f5v23vfqpxbfq">fatcat:jcailkx4ufar3f5v23vfqpxbfq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170813010239/https://www.schraudolph.org/pubs/VisSchSchMur06.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/02/ac/02acf8ece89c48b6d587af1f17fb4d9e1a41afbe.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1143844.1143966"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Maximal Clique Based Non-Autoregressive Open Information Extraction

Bowen Yu, Yucheng Wang, Tingwen Liu, Hongsong Zhu, Limin Sun, Bin Wang
<span title="">2021</span> <i title="Association for Computational Linguistics"> Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing </i> &nbsp; <span class="release-stage">unpublished</span>
Discontinuous named entity recognition as maximal clique discov- ery. In Proceedings of ACL.  ...  facts as maximal a maximal clique discovery task.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/2021.emnlp-main.764">doi:10.18653/v1/2021.emnlp-main.764</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4fexfjktz5gsvabmfggse553we">fatcat:4fexfjktz5gsvabmfggse553we</a> </span>
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Identification of Ligand Templates using Local Structure Alignment for Structure-Based Drug Design

Hui Sun Lee, Wonpil Im
<span title="2012-09-28">2012</span> <i title="American Chemical Society (ACS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/uilc246nrbhffhjy3flluhazbi" style="color: black;">Journal of Chemical Information and Modeling</a> </i> &nbsp;
Then, the ligands in the identified complexes are used as templates (i.e., template ligands) to predict/design a ligand for the target protein.  ...  ligandbinding sites, is challenging because residues in the binding sites are mostly discontinuous (in terms of the residue number) and there is little secondary structure for fold recognition.  ...  A common approach is to analyze similarities between two biological entities.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1021/ci300178e">doi:10.1021/ci300178e</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/22978550">pmid:22978550</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3478504/">pmcid:PMC3478504</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fv4s3vutafepjhvdetl2h5wewa">fatcat:fv4s3vutafepjhvdetl2h5wewa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720162435/https://kuscholarworks.ku.edu/bitstream/handle/1808/24229/Lee_2012.pdf;jsessionid=F516FD098684F1DAFC3E6F1A2B208AB9?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/b9/be/b9be265603861d824bd05e1dcc85c296f6287f62.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1021/ci300178e"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acs.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3478504" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Exploring the new horizons of drug repurposing: A vital tool for turning hard work into smart work

Rajesh Kumar, Seetha Harilal, Sheeba Varghese Gupta, Jobin Jose, Della Grace Thomas, Md Sahab Uddin, Muhammad Ajmal Shah, Bijo Mathew
<span title="2019-08-08">2019</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gzsdtozdnzdfhp5x7vn5vz6a7a" style="color: black;">European Journal of Medicinal Chemistry</a> </i> &nbsp;
Drug discovery and development are long and financially taxing processes. On an average it takes 12-15 years and costs 1.2 billion USD for successful drug discovery and approval for clinical use.  ...  In order for a drug to be approved by FDA for clinical use, it must have excellent therapeutic potential in the desired area of target with minimal toxicities as supported by both pre-clinical and clinical  ...  as well as shelved and discontinued drugs [12] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ejmech.2019.111602">doi:10.1016/j.ejmech.2019.111602</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31421629">pmid:31421629</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7127402/">pmcid:PMC7127402</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6pnbhylkzfaflkds5ktrdjiufi">fatcat:6pnbhylkzfaflkds5ktrdjiufi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200329005957/https://pdf.sciencedirectassets.com/271932/1-s2.0-S0223523419X00197/1-s2.0-S0223523419307366/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEND%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJIMEYCIQCdE3MnmZwyCzizrTPmnFIH6%2BL5OHGhd1nec0uF5EbUHQIhAL82hB21Bei84UafM7qMwvEuCX%2FJ1c2ZbxBKqbt0sLB5Kr0DCMn%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEQAhoMMDU5MDAzNTQ2ODY1Igz%2F62Pj%2FavLqTRHxDMqkQMqnibJDC%2FNlq5x4YGnlCZNvD6KdK2p%2FXjFlo0%2FcD3dMx63gKrwU22d2fgLEWKHKvJbJVa6P750ytFD2ePGHuFz0R4Z1mUWKYgEuGCGn69RvzcOaVW0yP%2BagLNI2mC91qWg0x5KKE7b1lJkAo%2Brd%2FWWlwFCOy8414iBYfKhJhCjRHu0ko1fwg0vpoYxnGKjDtzrpZTBup%2BzUKQxmAzfoGUB7AHC%2BFWGexBhXPRjEYnkj%2Bck3Y%2BaN7I4UtgVe46rH7JjsorYgK%2F8Rak%2Fz1b5pFhtlDt%2BA1pcqR0g8uVVP3wE%2FVpMNCI6aypzVqYSB9Ljh55ierQt%2FJ2UzqCrnEIiziCqHWglwHpoj%2FvHxBvDG3UATmacNWl0d2WUAWCJWjFdT5xCzhu%2BDYtwLDq%2BvRbQlhFYOI47iXq%2BVr1bB0CCpM%2FOQ946O3BaLzjqWMmExRlYglhcgFekVXb%2FT0qFRlXeB5ANPNuAGxoGdkwOgsTHHew3lA5BI4vdfMFlHjTIRDEPTkIKChM4qpSNYlEDXPj9wkyJUzDgx%2F%2FzBTrqAZc1vWU1wfQHpY%2B37f5hvWKYdHwYpRTcbAk3BJk75a6cH2MuCFYdYqkpz4lv2Etxc%2Bfm%2BKbcOh8O2HbL6OFy%2FGxkmlgb8nwh%2B2If6IPUwmHnaLaHBjcAfNFLMz4LiIpSbHxoLGyw0XFcV67V2J%2BdgY1jKfvZl0c9RA1PBK0%2BiUf02bb5jPx5E5empFEiIRFhnhHpp10rFujm0oNwjrMi5m8ACeX%2F9NP7f210KbUZfMKh8Vh1w9xuzaZDNSEqEkXi36jXPz8J%2BPGiGYaWA0sMkJuf%2B1zeRNvLaA2AZtFkhWlAlHm453PsFSzUcQ%3D%3D&amp;X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Date=20200329T005952Z&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Expires=300&amp;X-Amz-Credential=ASIAQ3PHCVTY6S7N53FO%2F20200329%2Fus-east-1%2Fs3%2Faws4_request&amp;X-Amz-Signature=94c58d2710b402b24ac6fbf1e20b9afb7eb9259ea77b3c53fad018fc2495dc8d&amp;hash=9d1fcb11c8c7094e53661421045187496fd89c54f66e91eab5ccd85e39ffeaaa&amp;host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&amp;pii=S0223523419307366&amp;tid=spdf-fa6e1271-b7ab-44af-9dbe-5bff45ee5e89&amp;sid=adb2ab4d5837614aa13a8398f94825aa5c2agxrqa&amp;type=client" 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/01/94/0194d84c153379f766fae6c2bd772ad4ab7be3d2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ejmech.2019.111602"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7127402" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Social Structure from Multiple Networks. I. Blockmodels of Roles and Positions

Harrison C. White, Scott A. Boorman, Ronald L. Breiger
<span title="">1976</span> <i title="University of Chicago Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wpndfz5g3fan3hpcpwdgbs4k5e" style="color: black;">American Journal of Sociology</a> </i> &nbsp;
Concepts and algorithms are demonstrated in five case studies involving up to 100 persons and up to eight types of tie, over as many as 15 time periods.  ...  Ties of each given type are treated as a separate entity (a matrix).  ...  a separate entity.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1086/226141">doi:10.1086/226141</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jva5zgd7w5czvepxh4csbqinhi">fatcat:jva5zgd7w5czvepxh4csbqinhi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810062201/https://www.bebr.ufl.edu/sites/default/files/Social%20Structure%20From%20Multiple%20Networks.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/c8/c1/c8c12459aca3668387e6cba7fd4ed09e9e46eb0c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1086/226141"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A comprehensive study of visual event computing

WeiQi Yan, Declan F. Kieran, Setareh Rafatirad, Ramesh Jain
<span title="2010-07-06">2010</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7inqmh346zfjjizjyieh7ijtma" style="color: black;">Multimedia tools and applications</a> </i> &nbsp;
We start by presenting events and their classifications, and continue with discussing the problem of capturing events in terms of photographs, videos, etc, as well as the methodologies for event storing  ...  Event modelling is essentially a discovery problem and involves the use of pattern recognition techniques, such as cluster analysis if prior information is unknown [27] .  ...  Making use of this representation, the work shows how activity subclasses can be discovered by exploiting the notion of maximal cliques in an edge-weighted graph.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11042-010-0560-9">doi:10.1007/s11042-010-0560-9</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ak6u3eefefgjhmbpr7asru3n7u">fatcat:ak6u3eefefgjhmbpr7asru3n7u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160128202004/http://staff.elena.aut.ac.nz/Wei-Yan/VC/articles/esvs.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/75/a9/75a9a046dec6b46f9a692f6f93550c311b68b516.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11042-010-0560-9"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Approximate Graph Matching in Software Engineering

Segla Kpodjedo
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qjdq73uwobgdxnahtgyqdrsouu" style="color: black;">2009 16th Working Conference on Reverse Engineering</a> </i> &nbsp;
Transformations such as modifying, renaming, or merging entities in a software diagram are explicitly taken into account through edit operations to which specific costs can be assigned.  ...  Our approach avoids as much as possible assumptions about graphs to be matched and tries to make the best out of basic graph features such as node connectivity and edge types.  ...  entities' names and specific information.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wcre.2009.49">doi:10.1109/wcre.2009.49</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/wcre/Kpodjedo99a.html">dblp:conf/wcre/Kpodjedo99a</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5towdepxtrc6zmtq6hubbv6p3q">fatcat:5towdepxtrc6zmtq6hubbv6p3q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721131226/https://publications.polymtl.ca/670/1/2011_HinnoutondjiKpodjedo.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/19/33/19336c392a3742440ea69d3dc9113b9c4ce36afc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wcre.2009.49"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A Comprehensive lossless modified compression in medical application on DICOM CT images

Alka sharm
<span title="">2013</span> <i title="IOSR Journals"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vabuspdninc75epczdurccts4u" style="color: black;">IOSR Journal of Computer Engineering</a> </i> &nbsp;
The proposed work had been implemented a biometric system that used as pattern the recognition of digital fingerprint which satisfied the characteristics of uniqueness, universally, performance and collectability  ...  We analyze the results from our study of all the DICOM images in the data set using two quality measures namely PSNR and RMSE.  ...  As studies have been conducted on the integration of these two fields of software agents & knowledge discovery. II.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.9790/0661-1530107">doi:10.9790/0661-1530107</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eoyyyi7vmbculctnfqnohxyhue">fatcat:eoyyyi7vmbculctnfqnohxyhue</a> </span>
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Sentiment Analysis [chapter]

<span title="">2017</span> <i title="Springer US"> Encyclopedia of Machine Learning and Data Mining </i> &nbsp;
For example, named-entity recognition algorithms can be run on the text to identify the surface forms of named entities requiring disambiguation, as in Hoffart et al. (2011) , while wikification algorithms  ...  like named entity recognition, part-of-speech tagging, parsing, and chunking (Taskar 2004; Joachims 1998 ).  ...  Intuitively, the meaning of max 9E x case.E x/ is a case statement where the maximal value is assigned to each region of state space where there exists a satisfying instantiation of E x.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4899-7687-1_100512">doi:10.1007/978-1-4899-7687-1_100512</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ce4yyqo2czftzcx2kbauglh3fu">fatcat:ce4yyqo2czftzcx2kbauglh3fu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180726194650/https://link.springer.com/content/pdf/10.1007%2F978-1-4899-7687-1_791.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/10/76/10767b2f6605ce81453d2aa54ccf512af71ead5a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4899-7687-1_100512"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Spike-Timing-Dependent Plasticity [chapter]

<span title="">2017</span> <i title="Springer US"> Encyclopedia of Machine Learning and Data Mining </i> &nbsp;
For example, named-entity recognition algorithms can be run on the text to identify the surface forms of named entities requiring disambiguation, as in Hoffart et al. (2011) , while wikification algorithms  ...  like named entity recognition, part-of-speech tagging, parsing, and chunking (Taskar 2004; Joachims 1998 ).  ...  Intuitively, the meaning of max 9E x case.E x/ is a case statement where the maximal value is assigned to each region of state space where there exists a satisfying instantiation of E x.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4899-7687-1_774">doi:10.1007/978-1-4899-7687-1_774</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2jprihjaxfbtpb3ttwuuz3u34y">fatcat:2jprihjaxfbtpb3ttwuuz3u34y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180726194650/https://link.springer.com/content/pdf/10.1007%2F978-1-4899-7687-1_791.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/10/76/10767b2f6605ce81453d2aa54ccf512af71ead5a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4899-7687-1_774"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Proceedings of the 17th Dutch-Belgian Information Retrieval Workshop [article]

Alex Brandsen, Anne Dirkson, Wessel Kraaij, Wout Lamers, Suzan Verberne, Hugo de Vos, Gineke Wiggers
<span title="2018-12-11">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
DIR aims to serve as an international platform (with a special focus on the Netherlands and Belgium) for exchange and discussions on research & applications in the field of information retrieval and related  ...  This task is called medical entity recognition [1] .  ...  Although this reduction may seem minor, our approach mainly targets medical concepts, which are highly relevant for downstream tasks such as named entity extraction.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1812.04265v1">arXiv:1812.04265v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ezpjxeybmnfhlooy6sk4yo62lm">fatcat:ezpjxeybmnfhlooy6sk4yo62lm</a> </span>
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The Matrix of Positive Law

I. Jenkins
<span title="1961-01-01">1961</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ywzeijwsybh7xnbvnmlypu26j4" style="color: black;">The American Journal of Jurisprudence</a> </i> &nbsp;
This insight, has. been too long and too widely. recognized to be now announced' as. a discovery.  ...  The category of the Many embodies mind's recognition of the existence within nature of a plurality of distinct entities.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/ajj/6.1.1">doi:10.1093/ajj/6.1.1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5lhhybq74zbvhihkz2cstgcqtm">fatcat:5lhhybq74zbvhihkz2cstgcqtm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200320214652/https://scholarship.law.nd.edu/cgi/viewcontent.cgi?referer=&amp;httpsredir=1&amp;article=1057&amp;context=nd_naturallaw_forum" 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/8e/85/8e8592211357cf27875df21a7ccf58cc09ef9fda.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/ajj/6.1.1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> oup.com </button> </a>
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