@inproceedings{Roth:19, author = {Roth, Michael and Upadhyay, Shyam}, title = {Combining Discourse Markers and Cross-lingual Embeddings for Synonym--Antonym Classification}, booktitle = {Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)}, month = {Minneapolis, Minnesota, 2--9 June 2019}, year = {2019}, note = {to appear} }
@inproceedings{Kamper:18, author = {Kamper, Herman and Roth, Michael}, title = {Visually Grounded Cross-lingual Keyword Spotting in Speech}, booktitle = {The 6th International Workshop on Spoken Language Technologies for Under-resourced Languages (SLTU 2018)}, month = {Gurugram, India, 29--31 August 2018}, year = {2018}, url = {https://www.isca-speech.org/archive/SLTU_2018/pdfs/Herman.pdf} }
@inproceedings{Ostermann:18b, author = {Ostermann, Simon and Roth, Michael and Modi, Ashutosh and Thater, Stefan and Pinkal, Manfred}, title = {SemEval-2018 Task 11: Machine Comprehension Using Commonsense Knowledge}, booktitle = {Proceedings of the 12th International Workshop on Semantic Evaluation (SemEval-2018)}, month = {New Orleans, Louisana, USA, 5--6 June 2018}, year = {2018}, pages = {747--757}, url = {http://aclweb.org/anthology/S/S18/S18-1119.pdf} }
@inproceedings{Khashabi:18, author = {Khashabi, Daniel and Chaturvedi, Snigdha and Roth, Michael and Upadhyay, Shyam and Roth, Dan}, title = {Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences}, booktitle = {Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)}, month = {New Orleans, Louisana, USA, 1--6 June 2018}, year = {2018}, pages = {252--262}, url = {http://aclweb.org/anthology/N/N18/N18-1023.pdf} }
@inproceedings{Ostermann:18, author = {Ostermann, Simon and Modi, Ashutosh and Roth, Michael and Thater, Stefan and Pinkal, Manfred}, title = {{MCScript: A} Novel Dataset for Assessing Machine Comprehension Using Script Knowledge}, booktitle = {Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)}, month = {Miyazaki, Japan, 7--12 May 2018}, year = {2018}, pages = {3567--3574}, url = {http://www.lrec-conf.org/proceedings/lrec2018/pdf/225.pdf} }
@inproceedings{Roth:17, author = {Roth, Michael}, title = {Role Semantics for Better Models of Implicit Discourse Relations}, booktitle = {Proceedings of the 12th International Conference on Computational Semantics (IWCS)}, month = {Montpellier, France, 19--22 September 2017}, year = {2017}, url = {http://www.aclweb.org/anthology/W/W17/W17-6934.pdf} }
@inproceedings{Ostermann:17, author = {Ostermann, Simon and Roth, Michael and Thater, Stefan and Pinkal, Manfred}, title = {Aligning Script Events with Narrative Texts}, booktitle = {Proceedings of the 6th Joint Conference on Lexical and Computational Semantics (*SEM)}, month = {Vancouver, Canada, 3--4 August 2017}, year = {2017}, pages = {128--134}, url = {http://www.aclweb.org/anthology/S17-1016.pdf} }
@article{Rothetal:17, author = {Roth, Michael and Mostafazadeh, Nasrin and Chambers, Nathanael and {Louis, A. (eds.)}}, journal = {Proceedings of the 2nd Workshop on Linking Models of Lexical, Sentential and Discourse-level Semantics}, year = {2017}, month = {Valencia, Spain, 3 April}, url = {http://aclweb.org/anthology/W/W17/#0900} }
@inproceedings{Mostafazadeh:17, author = {Mostafazadeh, Nasrin and Roth, Michael and Louis, Annie and Chambers, Nathanael and Allen, James}, booktitle = {Proceedings of the 2nd Workshop on Linking Models of Lexical, Sentential and Discourse-level Semantics}, title = {{LSDSem} 2017 Shared Task: {T}he Story Cloze Test}, year = {2017}, month = {April}, address = {Valencia, Spain}, pages = {46--51}, url = {http://aclweb.org/anthology/W17-0906.pdf} }
@article{Diamantopoulos:17, author = {Diamantopoulos, Themistoklis and Roth, Michael and Symeonidis, Andreas and Klein, Ewan}, title = {Software requirements as an application domain for natural language processing}, journal = {Language Resources and Evaluation}, year = {2017}, pages = {495--524}, volume = {51}, number = {2}, issn = {1574-0218}, url = {http://dx.doi.org/10.1007/s10579-017-9381-z}, publisher = springer, month = february }
@article{Louisetal:16, author = {Louis, Annie and Roth, Michael and Webber, Bonnie and White, Michael and {Zettlemoyer, L. (eds.)}}, journal = {Proceedings of the Workshop on Uphill Battles in Language Processing: Scaling Early Achievements to Robust Methods}, year = {2016}, month = {Austin, Texas, 5 November}, url = {http://aclweb.org/anthology/W/W16/#6000} }
@inproceedings{Roth:16, author = {Roth, Michael}, title = {Improving Frame Semantic Parsing via Dependency Path Embeddings}, booktitle = {Book of Abstracts of the 9th International Conference on Construction Grammar}, month = {October}, year = {2016}, address = {Juiz de Fora, Brazil}, pages = {165--167}, url = {http://www.ufjf.br/iccg9/files/2015/02/ICCG9_Book_of_Abstracts_v1.pdf#page=167} }
@inproceedings{RothLapata:16, author = {Roth, Michael and Lapata, Mirella}, title = {Neural Semantic Role Labeling with Dependency Path Embeddings}, booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)}, month = {August}, year = {2016}, address = {Berlin, Germany}, pages = {1192--1202}, url = {http://www.aclweb.org/anthology/P16-1113} }
@article{Rothetal:15, author = {Roth, Michael and Louis, Annie and Webber, Bonnie and {Baldwin, T. (eds.)}}, journal = {Proceedings of the First Workshop on Linking Computational Models of Lexical, Sentential and Discourse-level Semantics}, year = {2015}, month = {Lisbon, Portugal, 18 September}, url = {http://aclweb.org/anthology/W/W15/#2700} }
@inproceedings{RothKlein:15, title = {Parsing Software Requirements with an Ontology-based Semantic Role Labeler}, author = {Roth, Michael and Klein, Ewan}, year = {2015}, month = {14 April}, pages = {14--21}, address = {London, United Kingdom}, booktitle = {Proceedings of the IWCS Workshop Language and Ontologies}, url = {http://www.aclweb.org/anthology/W/W15/W15-0403.pdf} }
@inproceedings{RothKlein:14, author = {Roth, Michael and Diamantopoulos, Themistoklis and Klein, Ewan and Symeonidis, Andreas}, title = {Software Requirements: A New Domain For Semantic Parsers}, booktitle = {Proceedings of the ACL 2014 Workshop on Semantic Parsing (SP14)}, month = {26 June}, year = {2014}, address = {Baltimore, Maryland, USA}, pages = {50--54}, url = {http://www.aclweb.org/anthology/W14-2410.pdf} }
@inproceedings{schuldesetal:09, author = {Stephanie Schuldes and Michael Roth and Anette Frank and Michael Strube}, title = {Creating an Annotated Corpus for Generating Walking Directions}, booktitle = {Proceedings of the ACL-IJCNLP'09 Workshop on Language Generation and Summarisation (UCNLG+Sum)}, pages = {72--76}, year = {2009}, address = {Singapore}, month = {6 August}, url = {http://aclweb.org/anthology/W/W09/W09-2814.pdf} }
@article{RothFrank:15, author = {Michael Roth and Anette Frank}, title = {{Inducing Implicit Arguments from Comparable Texts: A Framework and its Applications}}, journal = {Computational Linguistics}, publisher = {MIT Press}, location = {Cambridge, Massachusetts}, volume = {41}, issue = {4}, year = {2015}, pages = {625--664}, url = {http://www.mitpressjournals.org/doi/full/10.1162/COLI_a_00236} }
@article{RothLapata:15, author = {Michael Roth and Mirella Lapata}, title = {Context-aware Frame-Semantic Role Labeling}, journal = {Transactions of the Association for Computational Linguistics (TACL)}, volume = {3}, year = {2015}, issn = {2307-387X}, url = {https://tacl2013.cs.columbia.edu/ojs/index.php/tacl/article/view/652}, pages = {449--460} }
@inproceedings{roth-woodsend:2014, author = {Roth, Michael and Woodsend, Kristian}, title = {Composition of Word Representations Improves Semantic Role Labelling}, booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)}, month = {25--29 October}, year = {2014}, address = {Doha, Qatar}, pages = {407--413}, url = {http://www.aclweb.org/anthology/D14-1045.pdf} }
@inproceedings{RothSSiW:14, author = {Roth, Michael and {Schulte im Walde}, Sabine}, title = {Combining Word Patterns and Discourse Markers for Paradigmatic Relation Classification}, booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL), Volume 2}, year = {2014}, address = {Baltimore, Maryland, USA}, pages = {524--530}, month = {22--27 June}, url = {http://aclweb.org/anthology//P/P14/P14-2086.pdf} }
@inproceedings{Rothfrank:13, author = {Roth, Michael and Frank, Anette}, title = {Automatically Identifying Implicit Arguments to Improve Argument Linking and Coherence Modeling}, booktitle = {Proceedings of the Second Joint Conference on Lexical and Computational Semantics (*SEM)}, month = {13--14 June}, year = {2013}, address = {Atlanta, Georgia, USA}, pages = {306--316}, url = {http://www.aclweb.org/anthology/S13-1043.pdf} }
@inproceedings{mooretal:13, author = {Moor, Tatjana and Roth, Michael and Frank, Anette}, title = {Predicate-specific Annotations for Implicit Role Binding: Corpus Annotation, Data Analysis and Evaluation Experiments}, booktitle = {Proceedings of the 10th International Conference on Computational Semantics (IWCS)}, month = {19--22 March}, year = {2013}, address = {Potsdam, Germany}, pages = {369--375}, url = {http://www.aclweb.org/anthology/W13-0211.pdf} }
@inproceedings{Rothfrank:12b, author = {Roth, Michael and Frank, Anette}, title = {Aligning Predicates across Monolingual Comparable Texts using Graph-based Clustering}, booktitle = {Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP)}, month = {12--14 July}, year = {2012}, address = {Jeju Island, Republic of Korea}, pages = {171--182}, url = {http://www.aclweb.org/anthology/D12-1016.pdf} }
@inproceedings{Rothfrank:12a, author = {Roth, Michael and Frank, Anette}, title = {Aligning Predicate Argument Structures in Monolingual Comparable Texts: A new corpus for a new task}, booktitle = {Proceedings of the First Joint Conference on Lexical and Computational Semantics (*SEM)}, year = {2012}, month = {7--8 June}, address = {Montr\'{e}al, Canada}, pages = {218--227}, url = {http://aclweb.org/anthology//S/S12/S12-1030.pdf} }
@inproceedings{Schuldesetal:11, author = {Schuldes, Stephanie and Boland, Katarina and Roth, Michael and Strube, Michael and Kroemker, Susanne and Frank, Anette}, title = {Modeling Spatial Knowledge for Generating Verbal and Visual Route Directions}, booktitle = {Proceedings of the 15th Annual KES Conference, Part IV}, year = {2011}, pages = {366--377}, address = {Kaiserslautern, Germany}, month = {12--14 September} }
@inproceedings{Rothfrank:10, author = {Roth, Michael and Frank, Anette}, title = {Computing EM-based Alignments of Routes and Route Directions as a Basis for Natural Language Generation}, booktitle = {Proceedings of the 23rd International Conference on Computational Linguistics (COLING)}, month = {23--27 August}, year = {2010}, address = {Beijing, China}, pages = {958--966}, url = {http://www.aclweb.org/anthology/C10-1108.pdf} }
@inproceedings{Rothfrank:09, author = {Michael Roth and Anette Frank}, title = {A {NLG}-based Application for Walking Directions}, booktitle = {Companion Volume to the Proceedings of the 47th Annual Meeting of the Association for Computational Linguistics and the 4th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing (ACL-IJCNLP)}, pages = {37--40}, year = {2009}, address = {Singapore}, month = {2--7 August}, url = {http://aclweb.org/anthology/P/P09/P09-4010.pdf} }
@inproceedings{Pennacchiottietal:08, author = {Marco Pennacchiotti and Diego De Cao and Roberto Basili and Danilo Croce and Michael Roth}, title = {Automatic induction of FrameNet lexical units}, booktitle = {Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing (EMNLP)}, pages = {457--465}, year = {2008}, month = {25--27 October}, address = {Honolulu, Hawaii, USA}, url = {http://www.aclweb.org/anthology/D/D08/D08-1048.pdf} }
@inproceedings{Rothschulteimwalde:08, author = {Michael Roth and Sabine {Schulte im Walde}}, title = {Corpus Co-Occurrence and Dictionary and Wikipedia Entries as Resources for Semantic Relatedness Information}, booktitle = {Proceedings of the 6th International Conference on Language Resources and Evaluation (LREC)}, pages = {1852--1859}, year = {2008}, month = {28--30 May}, address = {Marrakech, Morocco}, url = {http://www.lrec-conf.org/proceedings/lrec2008/pdf/473_paper.pdf} }
@inproceedings{Mukherjeeetal:08, author = {Saikat Mukherjee and Dmitriy Fradkin and Michael Roth}, title = {Classifying Spend Transactions with Off-the-Shelf Learning Components}, booktitle = {Proceedings of IEEE International Conference on Tools in Artificial Intelligence (ICTAI)}, pages = {53--60}, year = {2008}, month = {3--5 November}, address = {Dayton, Ohio, USA} }
@incollection{Schulteimwaldeetal:08, author = {Sabine {Schulte im Walde} and Alissa Melinger and Michael Roth and Andrea Weber}, title = {{An Empirical Characterisation of Response Types in German Association Norms}}, booktitle = {Research on Language and Computation}, year = {2008}, volume = {6}, number = {2}, pages = {205-238}, note = {{DOI 10.1007/s11168-008-9048-4}} }
@phdthesis{Roth:14, author = {Roth, Michael}, title = {Inducing Implicit Arguments via Cross-document Alignment: A Framework and its Applications}, year = {2014}, month = {June}, school = {Heidelberg University, Germany}, url = {http://www.ub.uni-heidelberg.de/archiv/17050} }
@mastersthesis{Roth:08, author = {Roth, Michael}, title = {Representing FrameNet in Semantic Spaces}, year = {2008}, month = {August}, school = {Saarland University, Germany} }
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