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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 35 1 The surprising vulnerability of automatic content scoring systems to adversarial input ... The 28th International Conference on Computational Linguistics 2020; Cahill, Aoife; Ding, Yuning; Horbach, Andrea; Riordan, Brian; Zesch, Torsten. - : Underline Science Inc., 2020 Abstract: Automatic content scoring systems are widely used on short answer tasks to save human effort. However, the use of these systems can invite cheating strategies, such as students writing irrelevant answers in the hopes of gaining at least partial credit. We generate adversarial answers for benchmark content scoring datasets based on different methods of increasing sophistication and show that even simple methods lead to a surprising decrease in content scoring performance. As an extreme example, up to 60% of adversarial answers generated from random shuffling of words in real answers are accepted by a state-of-the-art scoring system. In addition to analyzing the vulnerabilities of content scoring systems, we examine countermeasures such as adversarial training and show that these measures improve system robustness against adversarial answers considerably but do not suffice to completely solve the problem. ... Keyword: Computer and Information Science; Natural Language Processing; Neural Network URL: https://dx.doi.org/10.48448/zmf5-zh98 https://underline.io/lecture/6260-the-surprising-vulnerability-of-automatic-content-scoring-systems-to-adversarial-input BASE Hide details 2 Measuring feature diversity in Native Language Identification Malmasi, Shervin; Cahill, Aoife. - : United States : The Association for Computational Linguistics, 2015 BASE Show details 3 ETS Corpus of Non-Native Written English Blanchard, Daniel; Tetreault, Joel; Higgins, Derrick. - : Linguistic Data Consortium, 2014. : https://www.ldc.upenn.edu, 2014 BASE Show details 4 ETS Corpus of Non-Native Written English ... Blanchard, Daniel; Tetreault, Joel; Higgins, Derrick. - : Linguistic Data Consortium, 2014 BASE Show details 5 Is getting the right answer just about choosing the right words? The role of syntactically-informed features in short answer scoring ... Higgins, Derrick; Brew, Chris; Heilman, Michael. - : arXiv, 2014 BASE Show details 6 ETS Corpus of Non-Native Written English ; Educational Testing Service Corpus of Non-Native Written English Blanchard, Daniel; Tetreault, Joel; Higgins, Derrick. - 2014 BASE Show details 7 LFG without C-structures Cetinoglu, Ozlem; Foster, Jennifer; Nivre, Joakim... In: Cetinoglu, Ozlem, Foster, Jennifer orcid:0000-0002-7789-4853 , Nivre, Joakim, Hogan, Deirdre, Cahill, Aoife orcid:0000-0002-3519-7726 and van Genabith, Josef orcid:0000-0003-1322-7944 (2010) LFG without C-structures. In: the 9th International Workshop on Treebanks and Linguistic Theories, 3 - 4 Dec. 2010, Tartu Estonia. (2010) BASE Show details 8 Human evaluation of a German surface realisation ranker Cahill, Aoife; Forst, Martin In: Association for Computational Linguistics / European Chapter. Conference of the European Chapter of the Association for Computational Linguistics. - Menlo Park, Calif. : ACL 12 (2009), 112-120 BLLDB Show details 9 Wide-coverage deep statistical parsing using automatic dependency structure annotation Genabith, Josef van; Cahill, Aoife; Way, Andy... In: Computational linguistics. - Cambridge, Mass. : MIT Press 34 (2008) 1, 81-124 BLLDB OLC Linguistik Show details 10 Wide-coverage deep statistical parsing using automatic dependency structure annotation Cahill, Aoife; Burke, Michael; O'Donovan, Ruth... In: Cahill, Aoife orcid:0000-0002-3519-7726 , Burke, Michael, O'Donovan, Ruth, Riezler, Stefan, van Genabith, Josef orcid:0000-0003-1322-7944 and Way, Andy orcid:0000-0001-5736-5930 (2008) Wide-coverage deep statistical parsing using automatic dependency structure annotation. Computational Linguistics, 34 (1). pp. 81-124. (2008) BASE Show details 11 Harry Bunt, John Carroll, Giorgio Satta (eds.) New Developments in Parsing Technology Cahill, Aoife In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 20 (2007) 2, 139-142 OLC Linguistik Show details 12 Exploiting multi-word units in history-based probabilistic generation Hogan, Deirdre; Cafferkey, Conor; Cahill, Aoife... In: Hogan, Deirdre, Cafferkey, Conor, Cahill, Aoife orcid:0000-0002-3519-7726 and van Genabith, Josef (2007) Exploiting multi-word units in history-based probabilistic generation. In: EMNLP-CoNLL 2007 - Joint Meeting of the Conference on Empirical Methods in Natural Language Processing and the Conference on Computational Natural Language Learning, 28-30 June 2007, Prague, Czech Republic. (2007) BASE Show details 13 Harry Bunt, John Carroll, Giorgio Satta (eds.): New developments in parsing technology [Rezension] Cahill, Aoife In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 20 (2006) 2, 139-142 BLLDB OLC Linguistik Show details 14 Robust PCFG-based generation using automatically acquired LFG approximations Cahill, Aoife; van Genabith, Josef In: Cahill, Aoife orcid:0000-0002-3519-7726 and van Genabith, Josef (2006) Robust PCFG-based generation using automatically acquired LFG approximations. In: COLING/ACL 2006 - 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, 17-21 July 2006, Sydney, Australia. (2006) BASE Show details 15 Adapting and developing linguistic resources for question answering Judge, John. - : Dublin City University. School of Computing, 2006 In: Judge, John (2006) Adapting and developing linguistic resources for question answering. PhD thesis, Dublin City University. (2006) BASE Show details 16 QuestionBank: creating a corpus of parse-annotated questions Judge, John; Cahill, Aoife; van Genabith, Josef In: Judge, John, Cahill, Aoife orcid:0000-0002-3519-7726 and van Genabith, Josef (2006) QuestionBank: creating a corpus of parse-annotated questions. In: COLING/ACL 2006 - 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, 17-21 July 2006, Sydney, Australia. (2006) BASE Show details 17 Treebank-based acquisition of multilingual unification grammar resources Cahill, Aoife; Burke, Michael; Forst, Martin... In: Research on language and computation. - London : King's College 3 (2005) 2-3, 247-279 BLLDB Show details 18 Large-scale induction and evaluation of lexical resources from the Penn-II and Penn-III Treebanks Genabith, Josef van; Burke, Michael; Cahill, Aoife... In: Computational linguistics. - Cambridge, Mass. : MIT Press 31 (2005) 3, 329-365 BLLDB OLC Linguistik Show details 19 Large-scale induction and evaluation of lexical resources from the Penn-II and Penn-III treebanks Burke, Michael; Way, Andy; Cahill, Aoife... In: O'Donovan, Ruth, Burke, Michael, Cahill, Aoife orcid:0000-0002-3519-7726 , van Genabith, Josef and Way, Andy orcid:0000-0001-5736-5930 (2005) Large-scale induction and evaluation of lexical resources from the Penn-II and Penn-III treebanks. Computational Linguistics, 31 (3). pp. 328-365. ISSN 1530-9312 (2005) BASE Show details 20 Evaluating automatically acquired f-structures against PropBank Burke, Michael; Cahill, Aoife; van Genabith, Josef... In: Burke, Michael, Cahill, Aoife orcid:0000-0002-3519-7726 , van Genabith, Josef and Way, Andy orcid:0000-0001-5736-5930 (2005) Evaluating automatically acquired f-structures against PropBank. In: LFG05 - 10th International Lexical Functional Grammar Conference, 18-20 July 2005, Bergen, Norway. ISBN 1098-6782 (2005) BASE Show details Page: 1 2

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