Filters








21,490 Hits in 6.2 sec

Building a language evolution tree based on word vector combination model [article]

Zhu Gao, Yanhui Jiang, Junhui Gao
<span title="2018-10-04">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This means that we have discovered a specific language evolution tree.  ...  similarity comparison and hierarchical clustering method to generate the relationship tree between the combined eleven word vectors.  ...  Then, based on the word vector model, we calculate the word vectors of the five poets' high-frequency words, and combine the word vectors of each poet into one vector.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1810.03445v1">arXiv:1810.03445v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bvov2bcl3jhjre25lwxdbclxne">fatcat:bvov2bcl3jhjre25lwxdbclxne</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200910200411/https://arxiv.org/ftp/arxiv/papers/1810/1810.03445.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/d2/e3/d2e3566c8ab3a00efa2b292a406b44f847168292.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1810.03445v1" 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>

Word Etymology as Native Language Interference

Vivi Nastase, Carlo Strapparava
<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;
Based on this representation we grow a language family tree, that matches closely the Indo-European language tree.  ...  We start from the premise that non-native English speakers will choose lexical items that are close to words in their native language.  ...  At each step we choose the closest pair (L a , L b ) and combine them in a subtree, then combine their corresponding sub-collection of essays, and build the language vector for the "composite" language  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/d17-1286">doi:10.18653/v1/d17-1286</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/emnlp/NastaseS17.html">dblp:conf/emnlp/NastaseS17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/b2yj3ofddbgzrhhiwn32dlbj7a">fatcat:b2yj3ofddbgzrhhiwn32dlbj7a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200307114618/https://www.aclweb.org/anthology/D17-1286.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/6f/61/6f614fbb6fa911840e70a641d15760fb2f7bdfc9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/d17-1286"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Method to Extract Causality for Safety Events in Chemical Accidents from Fault Trees and Accident Reports

Junwei Du, Hanrui Zhao, Yangyang Yu, Qiang Hu
<span title="2020-06-19">2020</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3wwzxqpotbc73bzpemzybzg7ee" style="color: black;">Computational Intelligence and Neuroscience</a> </i> &nbsp;
First, we identify the events and their component elements from fault trees by natural language processing technology.  ...  However, it is a complicated work to find causality among events in a CEEG. This paper presents a method to accurately extract event causality by using a neural network and structural analysis.  ...  In this study, we build CEEG based on the existing fault trees and accident reports.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2020/7132072">doi:10.1155/2020/7132072</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32788919">pmid:32788919</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7321517/">pmcid:PMC7321517</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q3z3mscopvaqdayhqv44xubtji">fatcat:q3z3mscopvaqdayhqv44xubtji</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200620051130/http://downloads.hindawi.com/journals/cin/2020/7132072.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/42/2d/422d7a8757ed1109f1452455f9c93a49201ada84.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2020/7132072"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7321517" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Evolution of Semantic Similarity – A Survey [article]

Dhivya Chandrasekaran, Vijay Mago
<span title="2021-01-30">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This survey article traces the evolution of such methods, categorizing them based on their underlying principles as knowledge-based, corpus-based, deep neural network-based methods, and hybrid methods.  ...  Estimating the semantic similarity between text data is one of the challenging and open research problems in the field of Natural Language Processing (NLP).  ...  gratitude to the research team in the DaTALab at Lakehead University for their support, in particular Abhijit Rao, Mohiuddin Qudar, Punardeep Sikka and Andrew Heppner for their feedback and revisions on  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2004.13820v2">arXiv:2004.13820v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fh7jkq7cyvczdnxarhscya2u4u">fatcat:fh7jkq7cyvczdnxarhscya2u4u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200502034759/https://arxiv.org/pdf/2004.13820v1.pdf" title="fulltext PDF download [not primary version]" 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] <span style="color: #f43e3e;">&#10033;</span> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2004.13820v2" 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 Neural Network Techniques for Feature Extraction from Text [article]

Vineet John
<span title="2017-04-27">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The research questions discussed in the paper focus on the state-of-the-art neural network techniques that have proven to be useful tools for language processing, language generation, text classification  ...  This allows vector-oriented reasoning based on the offsets between words (Mikolov et al., 2013c) .  ...  not possible with classical n-gram language models. • The word representations in this paper are learned by a recurrent neural network language model. • The input vector w(t) represents input word at  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1704.08531v1">arXiv:1704.08531v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ennpaa3j4rc5jm22zusoak7ke4">fatcat:ennpaa3j4rc5jm22zusoak7ke4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200904092512/https://arxiv.org/pdf/1704.08531v1.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/c6/23c686dfe8de54330279593e42c2aa29ca24dbab.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1704.08531v1" 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>

Research on Domain Information Mining and Theme Evolution of Scientific Papers [article]

Changwei Zheng, Zhe Xue, Meiyu Liang, Feifei Kou, Zeli Guan
<span title="2022-04-18">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
There is a certain dependence between a large number of research results.  ...  How to effectively use the huge number of scientific papers to help researchers becomes a challenge.  ...  The second is based on decision tree models, which are inspired by the idea of decision trees and build decision trees based on labels or data instances by recursively splitting internal nodes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.08476v1">arXiv:2204.08476v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7cte3exhajbilbkvhktjgyvqha">fatcat:7cte3exhajbilbkvhktjgyvqha</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220422093320/https://arxiv.org/ftp/arxiv/papers/2204/2204.08476.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/62/d5/62d51066f56d1628573af5515da94d924b5a3cf5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.08476v1" 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>

Analyzing Correlated Evolution of Multiple Features Using Latent Representations

Yugo Murawaki
<span title="">2018</span> <i title="Association for Computational Linguistics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/u3ideoxy4fghvbsstiknuweth4" style="color: black;">Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing</a> </i> &nbsp;
Our analysis suggests that languages sharing the same word order are not necessarily a coherent group but exhibit varying degrees of diachronic stability depending on other features.  ...  Statistical phylogenetic models have allowed the quantitative analysis of the evolution of a single categorical feature and a pair of binary features, but correlated evolution involving multiple discrete  ...  Related Work Statistical Diachronic Typology The building block of statistical phylogenetic models 2 is a time-tree, which places nodes on an axis of time.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/d18-1468">doi:10.18653/v1/d18-1468</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/emnlp/Murawaki18.html">dblp:conf/emnlp/Murawaki18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k5kdzvlfe5ailjgq5iknczeopq">fatcat:k5kdzvlfe5ailjgq5iknczeopq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190515123747/https://aclweb.org/anthology/D18-1468" 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/95/4e954d2fddf03fd642cdf45056d4431942095220.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/d18-1468"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Bilateral Dependency Neural Networks for Cross-Language Algorithm Classification

Bui Nghi D. Q., Yijun Yu, Lingxiao Jiang
<span title="">2019</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qjdq73uwobgdxnahtgyqdrsouu" style="color: black;">2019 IEEE 26th International Conference on Software Analysis, Evolution and Reengineering (SANER)</a> </i> &nbsp;
To recognize the similarities and differences among algorithms implemented in different languages, this paper describes a framework of Bilateral Neural Networks (Bi-NN) that builds a neural network on  ...  Algorithm classification is to automatically identify the classes of a program based on the algorithm(s) and/or data structure(s) implemented in the program.  ...  The accuracy of this model (referred to as a Bilateral Dependency Tree Based CNN model, or Bi-DTBCNN in short) is the highest among several other Bi-NN models based on bags-of-words, n-gram, tf-idf, long-short  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/saner.2019.8667995">doi:10.1109/saner.2019.8667995</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/wcre/NghiYJ19.html">dblp:conf/wcre/NghiYJ19</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/553glc4k7bbqdlne5q7c6i6zmy">fatcat:553glc4k7bbqdlne5q7c6i6zmy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200322111915/https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=5370&amp;context=sis_research" 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/ea/86ea46084d0058092b5074d109c24a7cfaec9aa5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/saner.2019.8667995"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A Review on WordNet and Vector Space Analysis for Short-text Semantic Similarity

<span title="">2017</span> <i title="S N Education Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xssnslyscvcnljolhqnk36bj3i" style="color: black;">International Journal of Innovations in Engineering and Technology</a> </i> &nbsp;
In vector space model words can be represented as numeric vectors based on different semantic similarity measures, the similarity between the word numeric vectors can be calculated with the semantic measures  ...  Meaningful sentences are the combination of meaning words, if a system wants to process natural language it should have essential knowledge regarding words and their meanings.  ...  One of the most relevant task in the development of multilingual WordNet is EuroWordNet, a project based on WordNet , whose purpose is to build WordNet for European languages or another enhancement of  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21172/ijiet.81.018">doi:10.21172/ijiet.81.018</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7fdugo52c5gonp4e7nmho6kdcq">fatcat:7fdugo52c5gonp4e7nmho6kdcq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602141441/http://ijiet.com/wp-content/uploads/2017/03/18.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/63/39/6339a67a7d4bf9595053b7940e81082ffee5b13d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21172/ijiet.81.018"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Grammar of protein domain architectures

Lijia Yu, Deepak Kumar Tanwar, Emanuel Diego S. Penha, Yuri I. Wolf, Eugene V. Koonin, Malay Kumar Basu
<span title="2019-02-07">2019</span> <i title="Proceedings of the National Academy of Sciences"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nvtuoas5pbdsllkntnhizy4f4q" style="color: black;">Proceedings of the National Academy of Sciences of the United States of America</a> </i> &nbsp;
domain combinations is highly conserved in evolution and is close to being a universal constant, at ∼1.2 bits.  ...  Such rules exist for protein domains as well, because only a small fraction of all possible domain combinations is viable in evolution.  ...  to Build an Evolutionary Tree.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1073/pnas.1814684116">doi:10.1073/pnas.1814684116</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/or2pn26udzaqnksxforklip4pm">fatcat:or2pn26udzaqnksxforklip4pm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190430101730/https://www.research-collection.ethz.ch/bitstream/handle/20.500.11850/328688/3636.full.pdf;jsessionid=2C5716B486AD16B855CF709FACC33D6F?sequence=2" 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/f6/d2/f6d2b91d9da66ad575f243d1a4ac5a3b7b71c8ec.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1073/pnas.1814684116"> <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>

Language and Cognition Integration Through Modeling Field Theory: Category Formation for Symbol Grounding [chapter]

Vadim Tikhanoff, José F. Fontanari, Angelo Cangelosi, Leonid I. Perlovsky
<span title="">2006</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;
Neural Modeling Field Theory is based on the principle of associating lowerlevel signals (e.g., inputs, bottom-up signals) with higher-level concept-models (e.g. internal representations, categories/concepts  ...  The use of Modeling Field Theory for studying the integration of language and cognition in robots is discussed.  ...  Approaches based on language and cognition integration are based on the principle of grounding symbols (e.g. words) in internal meaning representations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11840817_40">doi:10.1007/11840817_40</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iqtiwmqv7zfrbl4bj2uatalnjq">fatcat:iqtiwmqv7zfrbl4bj2uatalnjq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705131903/http://www.tech.plym.ac.uk/vadim/publications/tikhanoff%20-eta-%20ICAN2006%20v2.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/81/29/8129c090448c40f006a46e99a927d4bbb25880a1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11840817_40"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Generating Multimedia Storyline for Effective Disaster Information Awareness

Ruifeng Yuan, Jinxin Ni, Qifeng Zhou
<span title="">2019</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
However, due to the temporal-spatial, heterogeneous, and information overload, most of the existing storylines are only based on textual data and deliver limited information.  ...  Then, we transform image and text incorporation problem into a multi-label learning problem and use convolutional neural networks to train a classification model.  ...  Commonly used multi-language text similarity comparison is based on the topic model or constructing a prior knowledge base.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2019.2907164">doi:10.1109/access.2019.2907164</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bhq32m5hyvbylnxp23csotp4hq">fatcat:bhq32m5hyvbylnxp23csotp4hq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429115503/https://ieeexplore.ieee.org/ielx7/6287639/8600701/08673759.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/e5/be/e5bed596ab0cb90853f3bcc26303734cf49b7dde.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2019.2907164"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Information Security Field Event Detection Technology Based on SAtt-LSTM

Wentao Yu, Xiaohui Huang, Qingjun Yuan, Mianzhu Yi, Sen An, Xiang Li, Liguo Zhang
<span title="2021-08-13">2021</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sdme5pnua5auzcsjgqmqefb66m" style="color: black;">Security and Communication Networks</a> </i> &nbsp;
candidate event sentences in methods based on joint learning.  ...  The Tree-LSTM network that introduces the self-attention mechanism was used to construct the sentence-vectorized representation model (SAtt-LSTM: Tree-LSTM with self-attention) and then classify the candidate  ...  for event detection; (3) event detection model based on LSTM; (4) event detection model based on Bi-LSTM; (5) event detection model based on Tree-LSTM.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/5599962">doi:10.1155/2021/5599962</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pa7xp3jydfebbhvr2wekxdtdly">fatcat:pa7xp3jydfebbhvr2wekxdtdly</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210817144405/https://downloads.hindawi.com/journals/scn/2021/5599962.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/3f/70/3f70ba593330b109a4bfbb6338b58aefc73e411c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/5599962"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a>

Learning to Support Derivation of Adaptable Products in Software Product Lines

Anissa Benlarabi, Amal Khtira, Bouchra El Asri
<span title="">2020</span> <i title="Scientific Research Publishing, Inc."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3knnadznr5bfriv5arevcxfm7m" style="color: black;">Journal of Computer and Communications</a> </i> &nbsp;
Software product line engineering is a large scale development paradigm based on mass production. It consists in building a common platform from which a set of products can be derived.  ...  The framework includes tools for processing natural language requirements, computing the similarity between products on the basis of their requirements, and the product adaptation effort measuring.  ...  Thus, a formal representation is necessary. We adopt Natural Language Processing (NLP) approach to transform a textual requirement into a tree-model.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4236/jcc.2020.84009">doi:10.4236/jcc.2020.84009</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/clmqqfao7jdl7cq3flcahuw6uq">fatcat:clmqqfao7jdl7cq3flcahuw6uq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211206215911/https://www.scirp.org/pdf/jcc_2020042915493379.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/20/72/20722baa1590fe824218adf8afc456abe1b6b27f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4236/jcc.2020.84009"> <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>

Markov Chain Monte-Carlo Phylogenetic Inference Construction in Computational Historical Linguistics [article]

Tianyi Ni
<span title="2020-03-14">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, I am going to use computational method to cluster the languages and use Markov Chain Monte Carlo (MCMC) method to build the language typology relationship tree based on the clusters.  ...  One of the most important work in historical linguistics is word comparison from different languages and find the cognate words for them, which means people try to figure out if the two languages are related  ...  Prunning algorithm, or we can call it K81 model [28] , is a Markov model of DNA evolution, and this model is a description of the DNA in evolution as a string of four discrete state, i.e., G, C, A, T.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2002.09637v2">arXiv:2002.09637v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/i6ojsngjwffdvcn43fxt56byuq">fatcat:i6ojsngjwffdvcn43fxt56byuq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200320221441/https://arxiv.org/pdf/2002.09637v2.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/2002.09637v2" 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>
&laquo; Previous Showing results 1 &mdash; 15 out of 21,490 results