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Parsing Argumentation Structures in Persuasive Essays [article]

Christian Stab, Iryna Gurevych
<span title="2016-07-22">2016</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this article, we present a novel approach for parsing argumentation structures.  ...  This corpus and the annotation guidelines are freely available for ensuring reproducibility and to encourage future research in computational argumentation.  ...  It achieves a macro F1 score of .867. Compared to the heuristic baseline, it Stab and Gurevych Parsing Argumentation Structures Error Analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1604.07370v2">arXiv:1604.07370v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k3pqi4f6ufcyjlnumbwnvfttga">fatcat:k3pqi4f6ufcyjlnumbwnvfttga</a> </span>
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Parsing Argumentation Structures in Persuasive Essays

Christian Stab, Iryna Gurevych
<span title="">2017</span> <i title="MIT Press - Journals"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/e4yflo6sufcufjwloald7xudm4" style="color: black;">Computational Linguistics</a> </i> &nbsp;
In this article, we present a novel approach for parsing argumentation structures.  ...  We identify argument components using sequence labeling at the token level and apply a new joint model for detecting argumentation structures.  ...  We would like to thank the anonymous reviewers for their valuable feedback; Can Diehl, Ilya Kuznetsov, Todd Shore, and Anshul Tak for their valuable contributions; and Andreas Peldszus for providing details  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1162/coli_a_00295">doi:10.1162/coli_a_00295</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5xb36doqrjfcth7t7jo4ofpe6m">fatcat:5xb36doqrjfcth7t7jo4ofpe6m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211012223838/https://watermark.silverchair.com/coli_a_00295.pdf?token=AQECAHi208BE49Ooan9kkhW_Ercy7Dm3ZL_9Cf3qfKAc485ysgAAAsEwggK9BgkqhkiG9w0BBwagggKuMIICqgIBADCCAqMGCSqGSIb3DQEHATAeBglghkgBZQMEAS4wEQQMZLc0u9OIRljNjP7QAgEQgIICdPc5tIWtr59rk9lx4u5ONG9Rn5NaOASA13NJM4eHh5osBjoa_83HX5Az21nlRuJOCrdYkY8QTFgeYZsPWmGvFD5jIsw2AjQsA6VacRy-om3tmnSwOkjW_MH9xnTbajXDwViOSnFDRPefMm0YdKiszl3cVo5FrwSzcx23W2KdPurtQitc0a1CHI_cickRPzDjg6eD2Qi1sEAbwZBfA7G7jUXAUvd_cIwc4-bkc-NSNy0vZSM3Spu8Gt0iVJNOI2UQQDbgX1kxd7ADufD6BAUhFcp0CoXQ-Po6LjNmkaBaVqcVGLBJhQkJRCfSTZc_Zj407CpURrgdrDVe2sF7N7FnxTBXK3eDHvWsHY96SPvjgGJNwuW8hREGuZ5dDyqEEABF4_tqOM3v4QrzxC-aJf79x9omwosukXVAO9BGxjNOmPK6_LqYTteRj-YRj5d1bLAlKsywIHHlAUkK41kJn_a19iiSH5rgxCdCH2tYVnmfaQqtRTEsdBBizFizk3JcqDNrgu2gJMzPEZDGjWUgkl-ilBhf4Y26QwDaf1Gh9BOY02Y7pvaj77oDa6UiGMa0uFnggLEyhZ-u8tjNDRuL52MN8jTmioPueicjTRkOpTPbLpvuKGH8_nsggh94Lagzra7zXpovTDS5TAOUZ77GmfdaCeoGTz8hfDgG86exgXTnUqCrgFQ0m3tgxZn1lYZP7nyG1cStEz8dVGafyXIMNMMwvWtn11a8u4BdPWIuRPLucqOivh1RCfxOLk5IixHluijKHcIhKw87Y7SGoIeNv_bD-n1VDXDg15Hkmy6wxyWAVSelEvsQcj_5CDAUw5_eSu3Y7EWlu-w" 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/f4/4c/f44c1089d6b004eb6b8e354dee743f131886337f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1162/coli_a_00295"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mitpressjournals.org </button> </a>

Statistical Parsing [chapter]

Stephen Clark
<span title="2010-06-29">2010</span> <i title="Wiley-Blackwell"> The Handbook of Computational Linguistics and Natural Language Processing </i> &nbsp;
Given the demand for nlp tools in domains such as biomedical text, a key area for development in statistical parsing, and one in which there is a growing literature, is domain adaptation.  ...  the set of possible parses for Page: 14 job: sclark macro: handbook.cls date/time: 2-Nov-2012/11:04 .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/9781444324044.ch13">doi:10.1002/9781444324044.ch13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/psj22giwonaivd5zgaa2llj3ii">fatcat:psj22giwonaivd5zgaa2llj3ii</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20161021172835/http://www.cl.cam.ac.uk:80/~sc609/pubs/parsing_chapter.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/c8/0d/c80d53bfe295150ca96e0128fe9a88cbc9dbc9e3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/9781444324044.ch13"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> wiley.com </button> </a>

Multi-Round Parsing-based Multiword Rules for Scientific OpenIE [article]

Joseph Kuebler and Lingbo Tong and Meng Jiang
<span title="2021-08-04">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this work, we present a set of rules for extracting structured information based on dependency parsing that can be applied to any scientific dataset requiring no expert's annotation.  ...  OpenIE, which does not require any relation schema but identifies a relational phrase to describe the relationship between a subject and an object, is being a trending topic of IE in sciences.  ...  The second reason that accounts for this observation is that SOIE can be easily adapted to SciSpaCy dependency parse tree by modifying the patterns used in Parsing#1 and Parsing#3 (concept-attribute structures  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2108.02074v1">arXiv:2108.02074v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pc7tfmyu6nfv5dgd6fckyajdzu">fatcat:pc7tfmyu6nfv5dgd6fckyajdzu</a> </span>
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Comparing decoding mechanisms for parsing argumentative structures

Stergos Afantenos, Andreas Peldszus, Manfred Stede
<span title="2018-02-21">2018</span> <i title="IOS Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rf5yhvvdxvdsjp7u4l3fcuivsy" style="color: black;">Argument &amp; Computation</a> </i> &nbsp;
Parsing of argumentative structures has become a very active line of research in recent years.  ...  Specifically for argumentation parsing, two decoding approaches have been recently proposed: Minimum Spanning Trees (MST) and Integer Linear Programming (ILP), following similar trends in discourse parsing  ...  For instance, one module early in the pipeline might try to classify the stance taken in the text: is the attitude toward the topical issue positive or negative?  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/aac-180033">doi:10.3233/aac-180033</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4iobufjrszf4raait4rgewnvne">fatcat:4iobufjrszf4raait4rgewnvne</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190304050004/http://pdfs.semanticscholar.org/c114/70aceaa7ec1d841c403cae62d4bc1adbcaa0.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/c1/14/c11470aceaa7ec1d841c403cae62d4bc1adbcaa0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/aac-180033"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Comparing decoding mechanisms for parsing argumentative structures

Stergos Afantenos, Andreas Peldszus, Manfred Stede
<span title="2020-06-04">2020</span> <i title="Universität Potsdam"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yabiekjxpjgkvmzqoe3fdp776y" style="color: black;">Postprints der Universität Potsdam: Mathematisch-Naturwissenschaftliche Reihe</a> </i> &nbsp;
Parsing of argumentative structures has become a very active line of research in recent years.  ...  Specifically for argumentation parsing, two decoding approaches have been recently proposed: Minimum Spanning Trees (MST) and Integer Linear Programming (ILP), following similar trends in discourse parsing  ...  For instance, one module early in the pipeline might try to classify the stance taken in the text: is the attitude toward the topical issue positive or negative?  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.25932/publishup-47052">doi:10.25932/publishup-47052</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2tbhpvadcjhydezncillnr2sy4">fatcat:2tbhpvadcjhydezncillnr2sy4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220119092051/https://publishup.uni-potsdam.de/opus4-ubp/frontdoor/deliver/index/docId/47052/file/pmnr1062.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/f9/9b/f99b954d641abd169c73f94737b5c1deb230072d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.25932/publishup-47052"> <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>

Joint prediction in MST-style discourse parsing for argumentation mining

Andreas Peldszus, Manfred Stede
<span title="">2015</span> <i title="Association for Computational Linguistics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/u3ideoxy4fghvbsstiknuweth4" style="color: black;">Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing</a> </i> &nbsp;
We introduce a new approach to argumentation mining that we applied to a parallel German/English corpus of short texts annotated with argumentation structure.  ...  This model not only outperforms two reasonable baselines and two datadriven models of global argument structure for the difficult subtask of relation identification, but also improves the results for central  ...  We want to thanǩ Zeljko Agić, Stergos Afantenos and Christoph Teichmann for fruitful discussions and Wladimir Sidorenko for feedback on an earlier version of the paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/d15-1110">doi:10.18653/v1/d15-1110</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/emnlp/PeldszusS15.html">dblp:conf/emnlp/PeldszusS15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cgjm3ivmq5ad7pr47nnvaklz4y">fatcat:cgjm3ivmq5ad7pr47nnvaklz4y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20161011092803/http://www.emnlp2015.org/proceedings/EMNLP/pdf/EMNLP110.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/9c/25/9c2511a48fca11bb0f51457418fcc50b812d2564.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/d15-1110"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Integrated shallow and deep parsing

Anette Frank, Markus Becker, Berthold Crysmann, Bernd Kiefer, Ulrich Schäfer
<span title="">2003</span> <i title="Association for Computational Linguistics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5n6volmnonf5tn6xputi5f2t3e" style="color: black;">Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - ACL &#39;03</a> </i> &nbsp;
We present a novel, data-driven method for integrated shallow and deep parsing.  ...  Our annotation-based method for dovetailing shallow and deep phrasal constraints is highly flexible, allowing targeted and fine-grained guidance of constraint-based parsing.  ...  Moreover, the prevailing greedy bottom-up processing strategies applied in chunk parsing do not take into account the macro-structure of sentences.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3115/1075096.1075110">doi:10.3115/1075096.1075110</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/acl/FrankBCKS03.html">dblp:conf/acl/FrankBCKS03</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/b2yapvytlrgyrd5b3owrf4n2c4">fatcat:b2yapvytlrgyrd5b3owrf4n2c4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20060719234528/http://acl.ldc.upenn.edu:80/acl2003/main/pdfs/Frank.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/45/5c/455c271d1cf486c98472fc34016d94ee21a7134e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3115/1075096.1075110"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Valency-Augmented Dependency Parsing

Tianze Shi, Lillian Lee
<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;
We present a complete, automated, and efficient approach for utilizing valency analysis in making dependency parsing decisions.  ...  ) and functional relations (e.g., auxiliaries) that we employ for valency analysis.  ...  Acknowledgments We thank the three anonymous reviewers for their insightful comments, Jungo Kasai for assistance in setting up the TAG parsing experiments, and Xilun Chen, Jason Eisner, Jungo Kasai and  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/d18-1159">doi:10.18653/v1/d18-1159</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/emnlp/ShiL18.html">dblp:conf/emnlp/ShiL18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/p33x22qewzdqrkryzwlarlyebm">fatcat:p33x22qewzdqrkryzwlarlyebm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200505220034/https://www.aclweb.org/anthology/D18-1159.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/17/b3/17b3bbeacd8278d506fefd37f25a968ed4772918.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/d18-1159"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Top-down Discourse Parsing via Sequence Labelling [article]

Fajri Koto and Jey Han Lau and Timothy Baldwin
<span title="2021-04-05">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Based on the Full metric, our proposed LSTM model sets a new state-of-the-art for RST parsing.  ...  We explore both traditional recurrent models and modern pre-trained transformer models for the task, and additionally introduce a novel dynamic oracle for top-down parsing.  ...  Acknowledgments We are grateful to the anonymous reviewers for their helpful feedback and suggestions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2102.02080v2">arXiv:2102.02080v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/t6d5nm5wufgp3kq2nmj4vqf7su">fatcat:t6d5nm5wufgp3kq2nmj4vqf7su</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210408065444/https://arxiv.org/pdf/2102.02080v2.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/1a/4d/1a4d9ae6258695e6fc318220cb31fb0c5a4fcd8a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2102.02080v2" 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 comment on the topic of topic–comment

Marcel den Dikken
<span title="">2005</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/w3dtv5pijzaano7z4qblgomjtq" style="color: black;">Lingua</a> </i> &nbsp;
All are argued to have a syntactic structure in which the first clause is the topic, occupying the specifier position of a TopP whose head takes the second clause, the comment, as its complement.  ...  The restrictive or specificational relationship between the second clause and the focus of the first clause, common to all the constructions discussed under the rubric of topic-comment structures in this  ...  For the Appalachian English examples in (19) are not amenable, it seems, to an analysis in terms of a topic-comment structure. 10 (19) a.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.lingua.2003.11.005">doi:10.1016/j.lingua.2003.11.005</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7fzkg4iivjhwhalwg3wgiab2o4">fatcat:7fzkg4iivjhwhalwg3wgiab2o4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810130756/https://gc.cuny.edu/cuny_gc/media/cuny-graduate-center/pdf/programs/linguistics/dikken/topic-comment_lingua.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/a1/f1/a1f1727b997658e12b06754432d55b87a7fcff00.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.lingua.2003.11.005"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Fast parsing using pruning and grammar specialization

Manny Rayner, David Carter
<span title="">1996</span> <i title="Association for Computational Linguistics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5n6volmnonf5tn6xputi5f2t3e" style="color: black;">Proceedings of the 34th annual meeting on Association for Computational Linguistics -</a> </i> &nbsp;
We show how a general grammar may be automatically adapted for fast parsing of utterances from a specific domain by means of constituent pruning and grammar specialization based on explanation-based learning  ...  These methods together give an order of magnitude increase in speed, and the coverage loss entailed by grammar specialization is reduced to approximately half that reported in previous work.  ...  Acknowledgements The work reported in this paper was funded by Telia Research AB.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3115/981863.981893">doi:10.3115/981863.981893</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/acl/RaynerC96.html">dblp:conf/acl/RaynerC96</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jvprup7zifgt5jcztj74dxcfum">fatcat:jvprup7zifgt5jcztj74dxcfum</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170815014634/http://ucrel.lancs.ac.uk/acl/P/P96/P96-1030.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/d2/77/d27700818ba7267df1ec77ac358b37e8e6586c9d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3115/981863.981893"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Fast Parsing using Pruning and Grammar Specialization [article]

Manny Rayner, David Carter
<span title="1996-04-26">1996</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We show how a general grammar may be automatically adapted for fast parsing of utterances from a specific domain by means of constituent pruning and grammar specialization based on explanation-based learning  ...  These methods together give an order of magnitude increase in speed, and the coverage loss entailed by grammar specialization is reduced to approximately half that reported in previous work.  ...  Acknowledgements The work reported in this paper was funded by Telia Research AB.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/cmp-lg/9604017v1">arXiv:cmp-lg/9604017v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pcxph7hl7zax7a2tkq7qbercz4">fatcat:pcxph7hl7zax7a2tkq7qbercz4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171006223710/https://core.ac.uk/download/pdf/2337502.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/54/22/5422b97697a5bb256ecda85a8286f4b012350abb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/cmp-lg/9604017v1" 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>

Topicality Reconsidered: A Multidisciplinary Inquiry into Topical Relevance Relationships

Xiaoli Huang
<span title="2009-04-27">2009</span> <i title="Zenodo"> Zenodo </i> &nbsp;
This inquiry investigates a large variety of topical connections beyond topic matching, renders a closer look into the structure of a topic, achieves an enriched understanding of topicality and relevance  ...  The findings from the analysis contribute to the foundation work of information organization, intellectual access / information retrieval, and knowledge discovery.  ...  According to the analysis, topic matching relationships only accounted for less than one third of the relationship occurrences, hierarchical relationships accounted for fewer than 10%, and structural (  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3475965">doi:10.5281/zenodo.3475965</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ajmdssk34jbmtkeswj53w6mf6y">fatcat:ajmdssk34jbmtkeswj53w6mf6y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220201092829/https://zenodo.org/record/3475966/files/Huang_Topicality_Reconsidered_A_Multidisciplinary_Inquir.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 noreferrer" href="https://doi.org/10.5281/zenodo.3475965"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> zenodo.org </button> </a>

The EVALITA Dependency Parsing Task: From 2007 to 2011 [chapter]

Cristina Bosco, Alessandro Mazzei
<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;
the analysis of written and spoken language respectively.  ...  Established in 2007, EVALITA (http://www.evalita.it) is the evaluation campaign of Natural Language Processing and Speech Technologies for the Italian language, organized around shared tasks focusing on  ...  sharing of knowledge in health care).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-35828-9_1">doi:10.1007/978-3-642-35828-9_1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/p6dyjaxm4zbitfajtciwclwipu">fatcat:p6dyjaxm4zbitfajtciwclwipu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719040715/https://iris.unito.it/retrieve/handle/2318/1508596/39712/parsingEVALITA-2014.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/b4/02b482bb8bbfdd65a407eb8c3db8ed228b733892.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-35828-9_1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>
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