Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019)

Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor 2019-06 Association for Computational Linguistics Minneapolis, Minnesota text conference publication semeval-2019-joint https://aclanthology.org/S19-1000/ SURel: A Gold Standard for Incorporating Meaning Shifts into Term Extraction Anna Hätty author Dominik Schlechtweg author Sabine Schulte im Walde author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication hatty-etal-2019-surel 10.18653/v1/S19-1001 https://aclanthology.org/S19-1001/ 2019-06 1 8 Word Usage Similarity Estimation with Sentence Representations and Automatic Substitutes Aina Garí Soler author Marianna Apidianaki author Alexandre Allauzen author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication gari-soler-etal-2019-word 10.18653/v1/S19-1002 https://aclanthology.org/S19-1002/ 2019-06 9 21 Beyond Context: A New Perspective for Word Embeddings Yichu Zhou author Vivek Srikumar author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication zhou-srikumar-2019-beyond 10.18653/v1/S19-1003 https://aclanthology.org/S19-1003/ 2019-06 22 32 Composition of Sentence Embeddings: Lessons from Statistical Relational Learning Damien Sileo author Tim Van De Cruys author Camille Pradel author Philippe Muller author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication sileo-etal-2019-composition 10.18653/v1/S19-1004 https://aclanthology.org/S19-1004/ 2019-06 33 43 Multi-Label Transfer Learning for Multi-Relational Semantic Similarity Li Zhang author Steven Wilson author Rada Mihalcea author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication zhang-etal-2019-multi 10.18653/v1/S19-1005 https://aclanthology.org/S19-1005/ 2019-06 44 50 Scalable Cross-Lingual Transfer of Neural Sentence Embeddings Hanan Aldarmaki author Mona Diab author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication aldarmaki-diab-2019-scalable 10.18653/v1/S19-1006 https://aclanthology.org/S19-1006/ 2019-06 51 60 Second-order contexts from lexical substitutes for few-shot learning of word representations Qianchu Liu author Diana McCarthy author Anna Korhonen author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication liu-etal-2019-second 10.18653/v1/S19-1007 https://aclanthology.org/S19-1007/ 2019-06 61 67 Pre-trained Contextualized Character Embeddings Lead to Major Improvements in Time Normalization: a Detailed Analysis Dongfang Xu author Egoitz Laparra author Steven Bethard author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication xu-etal-2019-pre 10.18653/v1/S19-1008 https://aclanthology.org/S19-1008/ 2019-06 68 74 Bot2Vec: Learning Representations of Chatbots Jonathan Herzig author Tommy Sandbank author Michal Shmueli-Scheuer author David Konopnicki author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication herzig-etal-2019-bot2vec 10.18653/v1/S19-1009 https://aclanthology.org/S19-1009/ 2019-06 75 84 Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors Anne Lauscher author Goran Glavaš author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication lauscher-glavas-2019-consistently 10.18653/v1/S19-1010 https://aclanthology.org/S19-1010/ 2019-06 85 91 A Semantic Cover Approach for Topic Modeling Rajagopal Venkatesaramani author Doug Downey author Bradley Malin author Yevgeniy Vorobeychik author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication venkatesaramani-etal-2019-semantic 10.18653/v1/S19-1011 https://aclanthology.org/S19-1011/ 2019-06 92 102 MCScript2.0: A Machine Comprehension Corpus Focused on Script Events and Participants Simon Ostermann author Michael Roth author Manfred Pinkal author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication ostermann-etal-2019-mcscript2 10.18653/v1/S19-1012 https://aclanthology.org/S19-1012/ 2019-06 103 117 Deconstructing multimodality: visual properties and visual context in human semantic processing Christopher Davis author Luana Bulat author Anita Lilla Vero author Ekaterina Shutova author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication davis-etal-2019-deconstructing 10.18653/v1/S19-1013 https://aclanthology.org/S19-1013/ 2019-06 118 124 Learning Graph Embeddings from WordNet-based Similarity Measures Andrey Kutuzov author Mohammad Dorgham author Oleksiy Oliynyk author Chris Biemann author Alexander Panchenko author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication kutuzov-etal-2019-learning 10.18653/v1/S19-1014 https://aclanthology.org/S19-1014/ 2019-06 125 135 Neural User Factor Adaptation for Text Classification: Learning to Generalize Across Author Demographics Xiaolei Huang author Michael J Paul author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication huang-paul-2019-neural 10.18653/v1/S19-1015 https://aclanthology.org/S19-1015/ 2019-06 136 146 Abstract Graphs and Abstract Paths for Knowledge Graph Completion Vivi Nastase author Bhushan Kotnis author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication nastase-kotnis-2019-abstract 10.18653/v1/S19-1016 https://aclanthology.org/S19-1016/ 2019-06 147 157 A Corpus of Negations and their Underlying Positive Interpretations Zahra Sarabi author Erin Killian author Eduardo Blanco author Alexis Palmer author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication sarabi-etal-2019-corpus 10.18653/v1/S19-1017 https://aclanthology.org/S19-1017/ 2019-06 158 167 Enthymemetic Conditionals Eimear Maguire author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication maguire-2019-enthymemetic 10.18653/v1/S19-1018 https://aclanthology.org/S19-1018/ 2019-06 168 177 Acquiring Structured Temporal Representation via Crowdsourcing: A Feasibility Study Yuchen Zhang author Nianwen Xue author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication zhang-xue-2019-acquiring 10.18653/v1/S19-1019 https://aclanthology.org/S19-1019/ 2019-06 178 185 Exploration of Noise Strategies in Semi-supervised Named Entity Classification Pooja Lakshmi Narayan author Ajay Nagesh author Mihai Surdeanu author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication lakshmi-narayan-etal-2019-exploration 10.18653/v1/S19-1020 https://aclanthology.org/S19-1020/ 2019-06 186 191 Improving Generalization in Coreference Resolution via Adversarial Training Sanjay Subramanian author Dan Roth author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication subramanian-roth-2019-improving 10.18653/v1/S19-1021 https://aclanthology.org/S19-1021/ 2019-06 192 197 Improving Human Needs Categorization of Events with Semantic Classification Haibo Ding author Ellen Riloff author Zhe Feng author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication ding-etal-2019-improving 10.18653/v1/S19-1022 https://aclanthology.org/S19-1022/ 2019-06 198 204 Word Embeddings (Also) Encode Human Personality Stereotypes Oshin Agarwal author Funda Durupınar author Norman I Badler author Ani Nenkova author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication agarwal-etal-2019-word 10.18653/v1/S19-1023 https://aclanthology.org/S19-1023/ 2019-06 205 211 Automatic Accuracy Prediction for AMR Parsing Juri Opitz author Anette Frank author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication opitz-frank-2019-automatic 10.18653/v1/S19-1024 https://aclanthology.org/S19-1024/ 2019-06 212 223 An Argument-Marker Model for Syntax-Agnostic Proto-Role Labeling Juri Opitz author Anette Frank author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication opitz-frank-2019-argument 10.18653/v1/S19-1025 https://aclanthology.org/S19-1025/ 2019-06 224 234 Probing What Different NLP Tasks Teach Machines about Function Word Comprehension Najoung Kim author Roma Patel author Adam Poliak author Alex Wang author Patrick Xia author R Thomas McCoy author Ian Tenney author Alexis Ross author Tal Linzen author Benjamin Van Durme author Samuel R Bowman author Ellie Pavlick author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication kim-etal-2019-probing 10.18653/v1/S19-1026 https://aclanthology.org/S19-1026/ 2019-06 235 249 HELP: A Dataset for Identifying Shortcomings of Neural Models in Monotonicity Reasoning Hitomi Yanaka author Koji Mineshima author Daisuke Bekki author Kentaro Inui author Satoshi Sekine author Lasha Abzianidze author Johan Bos author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication yanaka-etal-2019-help 10.18653/v1/S19-1027 https://aclanthology.org/S19-1027/ 2019-06 250 255 On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference Yonatan Belinkov author Adam Poliak author Stuart Shieber author Benjamin Van Durme author Alexander Rush author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication belinkov-etal-2019-adversarial 10.18653/v1/S19-1028 https://aclanthology.org/S19-1028/ 2019-06 256 262 Bayesian Inference Semantics: A Modelling System and A Test Suite Jean-Philippe Bernardy author Rasmus Blanck author Stergios Chatzikyriakidis author Shalom Lappin author Aleksandre Maskharashvili author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication bernardy-etal-2019-bayesian 10.18653/v1/S19-1029 https://aclanthology.org/S19-1029/ 2019-06 263 272 Target Based Speech Act Classification in Political Campaign Text Shivashankar Subramanian author Trevor Cohn author Timothy Baldwin author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication subramanian-etal-2019-target 10.18653/v1/S19-1030 https://aclanthology.org/S19-1030/ 2019-06 273 282 Incivility Detection in Online Comments Farig Sadeque author Stephen Rains author Yotam Shmargad author Kate Kenski author Kevin Coe author Steven Bethard author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication sadeque-etal-2019-incivility 10.18653/v1/S19-1031 https://aclanthology.org/S19-1031/ 2019-06 283 291 Generating Animations from Screenplays Yeyao Zhang author Eleftheria Tsipidi author Sasha Schriber author Mubbasir Kapadia author Markus Gross author Ashutosh Modi author 2019-06 text Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) Rada Mihalcea editor Ekaterina Shutova editor Lun-Wei Ku editor Kilian Evang editor Soujanya Poria editor Association for Computational Linguistics Minneapolis, Minnesota conference publication zhang-etal-2019-generating 10.18653/v1/S19-1032 https://aclanthology.org/S19-1032/ 2019-06 292 307