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Utilizing typed dependency subtree patterns for answer sentence generation in question answering systems

Rivindu Perera, Parma Nand, Asif Naeem
<span title="2017-01-30">2017</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dhcwkp5o4rfyrjkqkmkieujxgu" style="color: black;">Progress in Artificial Intelligence</a> </i> &nbsp;
The core of the research resides on extracting dependency subtree patterns from the questions and utilizing them in conjunction with the factoid answer to generate the answer sentence with a natural feel  ...  In this paper we introduce a new answer construction and presentation system, which utilizes the linguistic structure of the source question and the factoid answer to construct an answer sentence which  ...  Acknowledgements The research reported in this paper is a part of a research funded by the Auckland University of Technology.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s13748-017-0113-9">doi:10.1007/s13748-017-0113-9</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mvih72inojcqtbn73fn5v4b46u">fatcat:mvih72inojcqtbn73fn5v4b46u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721080251/http://aut.researchgateway.ac.nz/bitstream/handle/10292/10690/prai2017-AUT.pdf;jsessionid=02487FC79CCC54789123D6F96231C1DD?sequence=3" 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/4f/28/4f2851ace210666fb552685d97af2d9e0500942d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s13748-017-0113-9"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Information Synthesis for Answer Validation [chapter]

Rui Wang, Günter Neumann
<span title="">2009</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
This report is about our participation in the Answer Validation Exercise (AVE2008).  ...  In all, we have submitted two runs, one run for English and the other for German. They have achieved f-measures of 0.64 and 0.61 respectively.  ...  Annotate NEs in H, store them in an NE list; if the answer is an NE, store the NE type as A'_Type; 2. Analyze the question and obtain expected answer type, store it as A_Type; 3.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-04447-2_57">doi:10.1007/978-3-642-04447-2_57</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tslisz7vl5enjim7vpumw5w5jq">fatcat:tslisz7vl5enjim7vpumw5w5jq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706070818/http://www.dfki.de/~neumann/publications/new-ps/CLEF2008wn-QACLEF-WangEt2008.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/1b/69/1b69af61013c779d5d3edf0a58a9346ad4db637c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-04447-2_57"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Semantic question answering system over linked data using relational patterns

Sherzod Hakimov, Hakan Tunc, Marlen Akimaliev, Erdogan Dogdu
<span title="">2013</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/25kc37fuhndb5axzv75226fwem" style="color: black;">Proceedings of the Joint EDBT/ICDT 2013 Workshops on - EDBT &#39;13</a> </i> &nbsp;
Question answering is the task of answering questions in natural language.  ...  Our tool is based on translating natural language questions into RDF triple patterns using the dependency tree of the question text.  ...  Finally, based on ranking score of queries and the expected answer type of the questions, the answer is presented to the user.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2457317.2457331">doi:10.1145/2457317.2457331</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/edbt/HakimovTAD13.html">dblp:conf/edbt/HakimovTAD13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kj2lfxgtvvhqjfi75pl7os2joe">fatcat:kj2lfxgtvvhqjfi75pl7os2joe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922064935/https://pub.uni-bielefeld.de/download/2657454/2715983" 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/13/fb/13fbdbf79f839aedbdfed857b2dedc6ba55f2fb7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2457317.2457331"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Key semantics extraction by dependency tree mining

Satoshi Morinaga, Hiroki Arimura, Takahiro Ikeda, Yosuke Sakao, Susumu Akamine
<span title="">2005</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fqqihtxlu5bvfaqxjyvqcob35a" style="color: black;">Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining - KDD &#39;05</a> </i> &nbsp;
Finally, phrases or sentences corresponding to the extracted subtrees are reconstructed by utilizing the input documents.  ...  as sub-structures or equivalent structures of the others, and 3)Phrase/sentence reconstruction: generating a phrase or sentence in a natural language corresponding to the extracted structure.  ...  Related to redundancy reduction in tree type data or phrase/sentence reconstruction from syntactic dependency subtrees for the efficiency of KDD frameworks, such tasks have never been reported before to  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1081870.1081954">doi:10.1145/1081870.1081954</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/kdd/MorinagaAISA05.html">dblp:conf/kdd/MorinagaAISA05</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wdiku23y4nevtjl6yozbdop74u">fatcat:wdiku23y4nevtjl6yozbdop74u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190217141515/https://static.aminer.org/pdf/PDF/000/473/100/key_semantics_extraction_by_dependency_tree_mining.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/47/0c/470c67fba243a5b198d899967bbaaafeec6595f2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1081870.1081954"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Automatically Acquiring Causal Expression Patterns from Relation-annotated Corpora to Improve Question Answering for why-Questions

Ryuichiro Higashinaka, Hideki Isozaki
<span title="2008-06-01">2008</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;
This paper describes our approach for answering why-questions that we initially introduced at NTCIR-6 QAC-4.  ...  for distinguishing sentences annotated with a causal relation from those annotated with other relations.  ...  We also thank the anonymous reviewers for their valuable comments and suggestions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1362782.1362785">doi:10.1145/1362782.1362785</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kfhgxxkikffqdoujxzgeicvmky">fatcat:kfhgxxkikffqdoujxzgeicvmky</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20090530141517/http://www.kecl.ntt.co.jp:80/icl/kpro/rh/pdf/TALIP-whyQA-FinalDraft.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/ed/7c/ed7c3834c987f9e04c4d00608f87176afcdc0bfe.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1362782.1362785"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Using NLP for Fact Checking: A Survey

Eric Lazarski, Mahmood Al-Khassaweneh, Cynthia Howard
<span title="2021-07-14">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hlkknrkhkbbsdic5nyr6mc7faq" style="color: black;">Designs</a> </i> &nbsp;
In summary, automated fact checking works well in some cases, though generalized fact checking still needs improvement prior to widespread use.  ...  This has created the need for fact-checking organizations, groups that seek out claims and comment on their veracity, to spawn worldwide to stem the tide of misinformation.  ...  Missing answer The answer to the question is not in the original input sentence.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/designs5030042">doi:10.3390/designs5030042</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sbju5qv4tze5dk6llvs5mwxedm">fatcat:sbju5qv4tze5dk6llvs5mwxedm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210722145229/https://res.mdpi.com/d_attachment/designs/designs-05-00042/article_deploy/designs-05-00042.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/bf/7e/bf7eaae5c43593895b6680899c10eff8268562f8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/designs5030042"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Improving Zero-Shot Event Extraction via Sentence Simplification [article]

Sneha Mehta, Huzefa Rangwala, Naren Ramakrishnan
<span title="2022-04-06">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this approach, event argument extraction is framed as an extractive question-answering task. One of the key advantages of the MRC-based approach is its ability to perform zero-shot extraction.  ...  In this paper, we present a general approach to improve the performance of MRC-based event extraction by performing unsupervised sentence simplification guided by the MRC model itself.  ...  Table 1 : An example of a generated QA record for an event shown in Fig. 1 from the ICEWS dataset. The highlighted words are answers to the generated questions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.02531v1">arXiv:2204.02531v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/onk5yivdqfbvdpogaihjp4ykkq">fatcat:onk5yivdqfbvdpogaihjp4ykkq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220530210059/https://arxiv.org/pdf/2204.02531v1.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/63/3c/633c38bb5304b059dc2e790a9a7d493feeb2cbe1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.02531v1" 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>

Learning an Executable Neural Semantic Parser [article]

Jianpeng Cheng and Siva Reddy and Vijay Saraswat and Mirella Lapata
<span title="2018-08-12">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The generation process is modeled by structured recurrent neural networks, which provide a rich encoding of the sentential context and generation history for making predictions.  ...  are provided, and distant supervision where only unlabeled sentences and a knowledge base are available.  ...  Table 8 : 8 Breakdown of questions answered by type for the GRAPHQUESTIONS.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1711.05066v2">arXiv:1711.05066v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/afikadyvarevvjit7adoscsx7u">fatcat:afikadyvarevvjit7adoscsx7u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200911045958/https://arxiv.org/pdf/1711.05066v2.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/67/e1/67e1864768e4ed5280a63c622ad437c2bb07b8f6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1711.05066v2" 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>

Labeling by landscaping

Siddharth Patwardhan, Branimir Boguraev, Apoorv Agarwal, Alessandro Moschitti, Jennifer Chu-Carroll
<span title="">2012</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6g37zvjwwrhv3dizi6ffue642m" style="color: black;">Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM &#39;12</a> </i> &nbsp;
We build kernel-based classifiers for two token labeling tasks: fine-grained event recognition, and lexical answer type detection in questions.  ...  For both, we show that in comparison with a corresponding linear kernel SVM, our method of using tree kernels improves recognition, thanks to appropriately engineering tree structures for use by the tree  ...  ACKNOWLEDGEMENTS This research is supported in part by Air Force Contract FA8750-09-C-0172 under the DARPA Machine Reading Program.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2396761.2398412">doi:10.1145/2396761.2398412</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cikm/PatwardhanBAMC12.html">dblp:conf/cikm/PatwardhanBAMC12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gongaihnafbyrhvocti5qsxwwq">fatcat:gongaihnafbyrhvocti5qsxwwq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170811074124/http://www.patwardhans.net/papers/PatwardhanEtAl12.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/f5/24/f524aa2c82174c1f71467d1c8a79385abd86e2d2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2396761.2398412"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Towards natural question guided search

Alexander Kotov, ChengXiang Zhai
<span title="">2010</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s4hirppq3jalbopssw22crbwwa" style="color: black;">Proceedings of the 19th international conference on World wide web - WWW &#39;10</a> </i> &nbsp;
In this paper, we propose a new framework for question-guided search, in which a retrieval system would automatically generate potentially interesting questions to the users.  ...  Since the answers to such questions are known to exist in search results, these questions can potentially guide the users directly to the answers they are looking for, eliminating the need to scan the  ...  to the total number (T) of questions, generated for the queries of each type, are shown in Table 4 .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1772690.1772746">doi:10.1145/1772690.1772746</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/www/KotovZ10.html">dblp:conf/www/KotovZ10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wf4hq2jgibb6tnsjqv6ojv7vza">fatcat:wf4hq2jgibb6tnsjqv6ojv7vza</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808043616/http://wwwconference.org/proceedings/www2010/www/p541.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/c6/e8c6cce3f30d7a6487aa50eed6d2df19b0b2f351.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1772690.1772746"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Will My Question Be Answered? Predicting "Question Answerability" in Community Question-Answering Sites [chapter]

Gideon Dror, Yoelle Maarek, Idan Szpektor
<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;
All askers who post questions in Community-based Question Answering (CQA) sites such as Yahoo!  ...  We propose to provide a type of "heads up" to askers by predicting how many answers, if at all, they will get.  ...  One of the main issues in Yahoo! Answers, and in community-based question answering in general, is the high variance in perceived question and answer quality.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-40994-3_32">doi:10.1007/978-3-642-40994-3_32</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7doamgotivaxnhrwj6p7vavhjy">fatcat:7doamgotivaxnhrwj6p7vavhjy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190503035128/https://link.springer.com/content/pdf/10.1007%2F978-3-642-40994-3_32.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/81/71/8171ea91220a971a0fcf19cad6beb70b56e0423b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-40994-3_32"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Automatic knowledge extraction from documents

J. Fan, A. Kalyanpur, D. C. Gondek, D. A. Ferrucci
<span title="">2012</span> <i title="IBM"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cr766v23pncdhc7hmikak4m7pi" style="color: black;">IBM Journal of Research and Development</a> </i> &nbsp;
Access to a large amount of knowledge is critical for success at answering open-domain questions for DeepQA systems such as IBM Watsoni.  ...  Our central hypothesis is that shallow syntactic knowledge and its implied semantics can be easily acquired and can be used in many areas of a question-answering system.  ...  As a workaround, we utilize type inference knowledge from PRISMATIC in an answer-scoring component.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1147/jrd.2012.2186519">doi:10.1147/jrd.2012.2186519</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tlmlkjsxgjelpk45s3tvsvhcpu">fatcat:tlmlkjsxgjelpk45s3tvsvhcpu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809054958/http://brenocon.com/watson_special_issue/05%20automatic%20knowledge%20extration.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/c4/b3c41d5b0ad862118e27c0b6f2317c9a7f50d175.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1147/jrd.2012.2186519"> <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 Survey on Semantic Parsing from the perspective of Compositionality [article]

Pawan Kumar, Srikanta Bedathur
<span title="2020-09-29">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
., 2016) that can be used to evaluate semantic parser on their ability to answer complex questions that are highly compositional in nature.  ...  Different from previous surveys in semantic parsing (Kamath and Das, 2018) and knowledge base question answering(KBQA)(Chakraborty et al., 2019; Zhu et al., 2019; Hoffner et al., 2017) we try to takes  ...  Four different BERT BASE models are fine-tuned as a task in single sentence classification (SSC), question answering(QA), questions answering and sentence pair classification (SPC) respectively for step  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2009.14116v1">arXiv:2009.14116v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nf3bl2polffd5n6jlgzjinqmhy">fatcat:nf3bl2polffd5n6jlgzjinqmhy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201001005932/https://arxiv.org/pdf/2009.14116v1.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/2009.14116v1" 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 on semantic question answering systems

Christina Antoniou, Nick Bassiliades
<span title="">2022</span> <i title="Cambridge University Press (CUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ppliiwuwhjhjzdhxr5qnaaqsyi" style="color: black;">Knowledge engineering review (Print)</a> </i> &nbsp;
Recently, many question answering systems that derive answers from linked data repositories have been developed.  ...  The purpose of this survey is to identify the common features and approaches of the semantic question answering (SQA) systems, although many different and prototype systems have been designed.  ...  This semantic question answer system uses expected answer type analysis. QAnswer: first generates the dependency tree and then detects DBpedia individuals, types, and properties in the question.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s0269888921000138">doi:10.1017/s0269888921000138</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3aml27j2ezcppgq3dq3qhe5dqe">fatcat:3aml27j2ezcppgq3dq3qhe5dqe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220128144003/https://www.cambridge.org/core/services/aop-cambridge-core/content/view/07050F0CEFC12B0BA769CE25B67A42C9/S0269888921000138a.pdf/div-class-title-a-survey-on-semantic-question-answering-systems-div.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/06/bb/06bba99e816f27d9825a70450a1d4f219a61547c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s0269888921000138"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> cambridge.org </button> </a>

A novel framework for Automatic Chinese Question Generation based on multi-feature neural network model

Hai-Tao Zheng, Jinxin Han, Jinyuan Chen, Arun Sangaiah
<span title="">2018</span> <i title="National Library of Serbia"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rhtuh2ifczhapmhplqzald63za" style="color: black;">Computer Science and Information Systems</a> </i> &nbsp;
In ACQG, we use an adopted TextRank to extract key sentences and a template-based method to construct questions from key sentences.  ...  In human evaluation, questions generated by ACQG rate a higher score.  ...  Besides, question generation systems can aid in the development of annotated datasets for question answering [19] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2298/csis171121018z">doi:10.2298/csis171121018z</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jf7pwaxnercr3keyajq22m35nm">fatcat:jf7pwaxnercr3keyajq22m35nm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200313025347/http://www.doiserbia.nb.rs/img/doi/1820-0214/2018/1820-02141800018Z.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/a7/7c/a77c7268504ed300d9e7ef24660d43d26a6c35be.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2298/csis171121018z"> <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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