Proceedings of the 11th Joint Conference on Lexical and Computational Semantics

Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor 2022-07 Association for Computational Linguistics Seattle, Washington text conference publication starsem-2022-joint https://aclanthology.org/2022.starsem-1.0/ What do Large Language Models Learn about Scripts? Abhilasha Sancheti author Rachel Rudinger author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication sancheti-rudinger-2022-large 10.18653/v1/2022.starsem-1.1 https://aclanthology.org/2022.starsem-1.1/ 2022-07 1 11 DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models Gregor Betz author Kyle Richardson author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication betz-richardson-2022-deepa2 10.18653/v1/2022.starsem-1.2 https://aclanthology.org/2022.starsem-1.2/ 2022-07 12 27 Semantics-aware Attention Improves Neural Machine Translation Aviv Slobodkin author Leshem Choshen author Omri Abend author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication slobodkin-etal-2022-semantics 10.18653/v1/2022.starsem-1.3 https://aclanthology.org/2022.starsem-1.3/ 2022-07 28 43 Compositional generalization with a broad-coverage semantic parser Pia Weißenhorn author Lucia Donatelli author Alexander Koller author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication weissenhorn-etal-2022-compositional 10.18653/v1/2022.starsem-1.4 https://aclanthology.org/2022.starsem-1.4/ 2022-07 44 54 AnaLog: Testing Analytical and Deductive Logic Learnability in Language Models Samuel Ryb author Mario Giulianelli author Arabella Sinclair author Raquel Fernández author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication ryb-etal-2022-analog 10.18653/v1/2022.starsem-1.5 https://aclanthology.org/2022.starsem-1.5/ 2022-07 55 68 Pairwise Representation Learning for Event Coreference Xiaodong Yu author Wenpeng Yin author Dan Roth author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication yu-etal-2022-pairwise 10.18653/v1/2022.starsem-1.6 https://aclanthology.org/2022.starsem-1.6/ 2022-07 69 78 A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision Alessandro Stolfo author Chris Tanner author Vikram Gupta author Mrinmaya Sachan author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication stolfo-etal-2022-simple 10.18653/v1/2022.starsem-1.7 https://aclanthology.org/2022.starsem-1.7/ 2022-07 79 88 Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers Luis Espinosa Anke author Alexander Shvets author Alireza Mohammadshahi author James Henderson author Leo Wanner author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication espinosa-anke-etal-2022-multilingual 10.18653/v1/2022.starsem-1.8 https://aclanthology.org/2022.starsem-1.8/ 2022-07 89 100 Dyna-bAbI: unlocking bAbI’s potential with dynamic synthetic benchmarking Ronen Tamari author Kyle Richardson author Noam Kahlon author Aviad Sar-shalom author Nelson F Liu author Reut Tsarfaty author Dafna Shahaf author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication tamari-etal-2022-dyna 10.18653/v1/2022.starsem-1.9 https://aclanthology.org/2022.starsem-1.9/ 2022-07 101 122 When Polysemy Matters: Modeling Semantic Categorization with Word Embeddings Elizabeth Soper author Jean-pierre Koenig author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication soper-koenig-2022-polysemy 10.18653/v1/2022.starsem-1.10 https://aclanthology.org/2022.starsem-1.10/ 2022-07 123 131 Word-Label Alignment for Event Detection: A New Perspective via Optimal Transport Amir Pouran Ben Veyseh author Thien Nguyen author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication pouran-ben-veyseh-nguyen-2022-word 10.18653/v1/2022.starsem-1.11 https://aclanthology.org/2022.starsem-1.11/ 2022-07 132 138 Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals Hayato Tsukagoshi author Ryohei Sasano author Koichi Takeda author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication tsukagoshi-etal-2022-comparison 10.18653/v1/2022.starsem-1.12 https://aclanthology.org/2022.starsem-1.12/ 2022-07 139 150 Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction Devansh Jain author Luis Espinosa Anke author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication jain-espinosa-anke-2022-distilling 10.18653/v1/2022.starsem-1.13 https://aclanthology.org/2022.starsem-1.13/ 2022-07 151 156 A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation – through the Lens of Semantic Similarity Rating Laura Zeidler author Juri Opitz author Anette Frank author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication zeidler-etal-2022-dynamic 10.18653/v1/2022.starsem-1.14 https://aclanthology.org/2022.starsem-1.14/ 2022-07 157 172 Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences Mark Anderson author Jose Camacho-collados author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication anderson-camacho-collados-2022-assessing 10.18653/v1/2022.starsem-1.15 https://aclanthology.org/2022.starsem-1.15/ 2022-07 173 185 A Generative Approach for Mitigating Structural Biases in Natural Language Inference Dimion Asael author Zachary Ziegler author Yonatan Belinkov author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication asael-etal-2022-generative 10.18653/v1/2022.starsem-1.16 https://aclanthology.org/2022.starsem-1.16/ 2022-07 186 199 Measuring Alignment Bias in Neural Seq2seq Semantic Parsers Davide Locatelli author Ariadna Quattoni author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication locatelli-quattoni-2022-measuring 10.18653/v1/2022.starsem-1.17 https://aclanthology.org/2022.starsem-1.17/ 2022-07 200 207 Improved Induction of Narrative Chains via Cross-Document Relations Andrew Blair-stanek author Benjamin Van Durme author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication blair-stanek-van-durme-2022-improved 10.18653/v1/2022.starsem-1.18 https://aclanthology.org/2022.starsem-1.18/ 2022-07 208 212 DRS Parsing as Sequence Labeling Minxing Shen author Kilian Evang author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication shen-evang-2022-drs 10.18653/v1/2022.starsem-1.19 https://aclanthology.org/2022.starsem-1.19/ 2022-07 213 225 How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets Aarne Talman author Marianna Apidianaki author Stergios Chatzikyriakidis author Jörg Tiedemann author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication talman-etal-2022-data 10.18653/v1/2022.starsem-1.20 https://aclanthology.org/2022.starsem-1.20/ 2022-07 226 233 Leveraging Three Types of Embeddings from Masked Language Models in Idiom Token Classification Ryosuke Takahashi author Ryohei Sasano author Koichi Takeda author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication takahashi-etal-2022-leveraging 10.18653/v1/2022.starsem-1.21 https://aclanthology.org/2022.starsem-1.21/ 2022-07 234 239 “What makes a question inquisitive?” A Study on Type-Controlled Inquisitive Question Generation Lingyu Gao author Debanjan Ghosh author Kevin Gimpel author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication gao-etal-2022-makes 10.18653/v1/2022.starsem-1.22 https://aclanthology.org/2022.starsem-1.22/ 2022-07 240 257 Pretraining on Interactions for Learning Grounded Affordance Representations Jack Merullo author Dylan Ebert author Carsten Eickhoff author Ellie Pavlick author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication merullo-etal-2022-pretraining 10.18653/v1/2022.starsem-1.23 https://aclanthology.org/2022.starsem-1.23/ 2022-07 258 277 PropBank Comes of Age—Larger, Smarter, and more Diverse Sameer Pradhan author Julia Bonn author Skatje Myers author Kathryn Conger author Tim O’gorman author James Gung author Kristin Wright-bettner author Martha Palmer author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication pradhan-etal-2022-propbank 10.18653/v1/2022.starsem-1.24 https://aclanthology.org/2022.starsem-1.24/ 2022-07 278 288 Speech acts and Communicative Intentions for Urgency Detection Enzo Laurenti author Nils Bourgon author Farah Benamara author Alda Mari author Véronique Moriceau author Camille Courgeon author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication enzo-etal-2022-speech 10.18653/v1/2022.starsem-1.25 https://aclanthology.org/2022.starsem-1.25/ 2022-07 289 298 What Drives the Use of Metaphorical Language? Negative Insights from Abstractness, Affect, Discourse Coherence and Contextualized Word Representations Prisca Piccirilli author Sabine Schulte Im Walde author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication piccirilli-schulte-im-walde-2022-drives 10.18653/v1/2022.starsem-1.26 https://aclanthology.org/2022.starsem-1.26/ 2022-07 299 310 Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification Yuexin Wu author Xiaolei Huang author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication wu-huang-2022-unsupervised 10.18653/v1/2022.starsem-1.27 https://aclanthology.org/2022.starsem-1.27/ 2022-07 311 322 Event Causality Identification via Generation of Important Context Words Hieu Man author Minh Nguyen author Thien Nguyen author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication man-etal-2022-event 10.18653/v1/2022.starsem-1.28 https://aclanthology.org/2022.starsem-1.28/ 2022-07 323 330 Capturing the Content of a Document through Complex Event Identification Zheng Qi author Elior Sulem author Haoyu Wang author Xiaodong Yu author Dan Roth author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication qi-etal-2022-capturing 10.18653/v1/2022.starsem-1.29 https://aclanthology.org/2022.starsem-1.29/ 2022-07 331 340 Online Coreference Resolution for Dialogue Processing: Improving Mention-Linking on Real-Time Conversations Liyan Xu author Jinho D Choi author 2022-07 text Proceedings of the 11th Joint Conference on Lexical and Computational Semantics Vivi Nastase editor Ellie Pavlick editor Mohammad Taher Pilehvar editor Jose Camacho-Collados editor Alessandro Raganato editor Association for Computational Linguistics Seattle, Washington conference publication xu-choi-2022-online 10.18653/v1/2022.starsem-1.30 https://aclanthology.org/2022.starsem-1.30/ 2022-07 341 347