Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023)

Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor 2023-07 Association for Computational Linguistics Toronto, Canada text conference publication sem-2023-joint https://aclanthology.org/2023.starsem-1.0/ Including Facial Expressions in Contextual Embeddings for Sign Language Generation Carla Viegas author Mert Inan author Lorna Quandt author Malihe Alikhani author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication viegas-etal-2023-including 10.18653/v1/2023.starsem-1.1 https://aclanthology.org/2023.starsem-1.1/ 2023-07 1 10 Leverage Points in Modality Shifts: Comparing Language-only and Multimodal Word Representations Alexey Tikhonov author Lisa Bylinina author Denis Paperno author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication bylinina-etal-2023-leverage 10.18653/v1/2023.starsem-1.2 https://aclanthology.org/2023.starsem-1.2/ 2023-07 11 17 Revisiting Syntax-Based Approach in Negation Scope Resolution Asahi Yoshida author Yoshihide Kato author Shigeki Matsubara author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication yoshida-etal-2023-revisiting 10.18653/v1/2023.starsem-1.3 https://aclanthology.org/2023.starsem-1.3/ 2023-07 18 23 When Truth Matters - Addressing Pragmatic Categories in Natural Language Inference (NLI) by Large Language Models (LLMs) Reto Gubelmann author Aikaterini-lida Kalouli author Christina Niklaus author Siegfried Handschuh author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication gubelmann-etal-2023-truth 10.18653/v1/2023.starsem-1.4 https://aclanthology.org/2023.starsem-1.4/ 2023-07 24 39 Analyzing Syntactic Generalization Capacity of Pre-trained Language Models on Japanese Honorific Conversion Ryo Sekizawa author Hitomi Yanaka author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication sekizawa-yanaka-2023-analyzing 10.18653/v1/2023.starsem-1.5 https://aclanthology.org/2023.starsem-1.5/ 2023-07 40 47 Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution Zeyu Zhang author Steven Bethard author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication zhang-bethard-2023-improving 10.18653/v1/2023.starsem-1.6 https://aclanthology.org/2023.starsem-1.6/ 2023-07 48 60 CRAPES:Cross-modal Annotation Projection for Visual Semantic Role Labeling Abhidip Bhattacharyya author Martha Palmer author Christoffer Heckman author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication bhattacharyya-etal-2023-crapes 10.18653/v1/2023.starsem-1.7 https://aclanthology.org/2023.starsem-1.7/ 2023-07 61 70 Not All Counterhate Tweets Elicit the Same Replies: A Fine-Grained Analysis Abdullah Albanyan author Ahmed Hassan author Eduardo Blanco author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication albanyan-etal-2023-counterhate 10.18653/v1/2023.starsem-1.8 https://aclanthology.org/2023.starsem-1.8/ 2023-07 71 88 Evaluating Factual Consistency of Texts with Semantic Role Labeling Jing Fan author Dennis Aumiller author Michael Gertz author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication fan-etal-2023-evaluating 10.18653/v1/2023.starsem-1.9 https://aclanthology.org/2023.starsem-1.9/ 2023-07 89 100 Language models are not naysayers: an analysis of language models on negation benchmarks Thinh Hung Truong author Timothy Baldwin author Karin Verspoor author Trevor Cohn author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication truong-etal-2023-language 10.18653/v1/2023.starsem-1.10 https://aclanthology.org/2023.starsem-1.10/ 2023-07 101 114 JSEEGraph: Joint Structured Event Extraction as Graph Parsing Huiling You author Lilja Vrelid author Samia Touileb author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication you-etal-2023-jseegraph 10.18653/v1/2023.starsem-1.11 https://aclanthology.org/2023.starsem-1.11/ 2023-07 115 127 Generative Data Augmentation for Aspect Sentiment Quad Prediction An Wang author Junfeng Jiang author Youmi Ma author Ao Liu author Naoaki Okazaki author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication wang-etal-2023-generative 10.18653/v1/2023.starsem-1.12 https://aclanthology.org/2023.starsem-1.12/ 2023-07 128 140 Are Language Models Sensitive to Semantic Attraction? A Study on Surprisal Yan Cong author Emmanuele Chersoni author Yu-yin Hsu author Alessandro Lenci author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication cong-etal-2023-language 10.18653/v1/2023.starsem-1.13 https://aclanthology.org/2023.starsem-1.13/ 2023-07 141 148 Syntax and Semantics Meet in the “Middle”: Probing the Syntax-Semantics Interface of LMs Through Agentivity Lindia Tjuatja author Emmy Liu author Lori Levin author Graham Neubig author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication tjuatja-etal-2023-syntax 10.18653/v1/2023.starsem-1.14 https://aclanthology.org/2023.starsem-1.14/ 2023-07 149 164 Can Pretrained Language Models Derive Correct Semantics from Corrupt Subwords under Noise? Xinzhe Li author Ming Liu author Shang Gao author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication li-etal-2023-pretrained 10.18653/v1/2023.starsem-1.15 https://aclanthology.org/2023.starsem-1.15/ 2023-07 165 173 How Are Idioms Processed Inside Transformer Language Models? Ye Tian author Isobel James author Hye Son author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication tian-etal-2023-idioms 10.18653/v1/2023.starsem-1.16 https://aclanthology.org/2023.starsem-1.16/ 2023-07 174 179 Is Shortest Always Best? The Role of Brevity in Logic-to-Text Generation Eduardo Calò author Jordi Levy author Albert Gatt author Kees Van Deemter author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication calo-etal-2023-shortest 10.18653/v1/2023.starsem-1.17 https://aclanthology.org/2023.starsem-1.17/ 2023-07 180 192 Seeking Clozure: Robust Hypernym extraction from BERT with Anchored Prompts Chunhua Liu author Trevor Cohn author Lea Frermann author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication liu-etal-2023-seeking 10.18653/v1/2023.starsem-1.18 https://aclanthology.org/2023.starsem-1.18/ 2023-07 193 206 LEXPLAIN: Improving Model Explanations via Lexicon Supervision Orevaoghene Ahia author Hila Gonen author Vidhisha Balachandran author Yulia Tsvetkov author Noah A Smith author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication ahia-etal-2023-lexplain 10.18653/v1/2023.starsem-1.19 https://aclanthology.org/2023.starsem-1.19/ 2023-07 207 216 KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction Jason Youn author Ilias Tagkopoulos author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication youn-tagkopoulos-2023-kglm 10.18653/v1/2023.starsem-1.20 https://aclanthology.org/2023.starsem-1.20/ 2023-07 217 224 Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning Hyunsoo Cho author Choonghyun Park author Junyeob Kim author Hyuhng Joon Kim author Kang Min Yoo author Sang-goo Lee author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication cho-etal-2023-probing 10.18653/v1/2023.starsem-1.21 https://aclanthology.org/2023.starsem-1.21/ 2023-07 225 235 Limits for learning with language models Nicholas Asher author Swarnadeep Bhar author Akshay Chaturvedi author Julie Hunter author Soumya Paul author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication asher-etal-2023-limits 10.18653/v1/2023.starsem-1.22 https://aclanthology.org/2023.starsem-1.22/ 2023-07 236 248 Does Character-level Information Always Improve DRS-based Semantic Parsing? Tomoya Kurosawa author Hitomi Yanaka author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication kurosawa-yanaka-2023-character 10.18653/v1/2023.starsem-1.23 https://aclanthology.org/2023.starsem-1.23/ 2023-07 249 258 Testing Paraphrase Models on Recognising Sentence Pairs at Different Degrees of Semantic Overlap Qiwei Peng author David Weir author Julie Weeds author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication peng-etal-2023-testing 10.18653/v1/2023.starsem-1.24 https://aclanthology.org/2023.starsem-1.24/ 2023-07 259 269 \quotedblbaseMann“ is to “Donna” as「国王」is to \guillemotleft Reine \guillemotright Adapting the Analogy Task for Multilingual and Contextual Embeddings Timothee Mickus author Eduardo Calò author Léo Jacqmin author Denis Paperno author Mathieu Constant author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication mickus-etal-2023-mann 10.18653/v1/2023.starsem-1.25 https://aclanthology.org/2023.starsem-1.25/ 2023-07 270 283 Scalable Performance Analysis for Vision-Language Models Santiago Castro author Oana Ignat author Rada Mihalcea author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication castro-etal-2023-scalable 10.18653/v1/2023.starsem-1.26 https://aclanthology.org/2023.starsem-1.26/ 2023-07 284 294 PCFG-Based Natural Language Interface Improves Generalization for Controlled Text Generation Jingyu Zhang author James Glass author Tianxing He author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication zhang-etal-2023-pcfg 10.18653/v1/2023.starsem-1.27 https://aclanthology.org/2023.starsem-1.27/ 2023-07 295 313 True Detective: A Deep Abductive Reasoning Benchmark Undoable for GPT-3 and Challenging for GPT-4 Maksym Del author Mark Fishel author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication del-fishel-2023-true 10.18653/v1/2023.starsem-1.28 https://aclanthology.org/2023.starsem-1.28/ 2023-07 314 322 Guiding Zero-Shot Paraphrase Generation with Fine-Grained Control Tokens Teemu Vahtola author Mathias Creutz author Jrg Tiedemann author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication vahtola-etal-2023-guiding 10.18653/v1/2023.starsem-1.29 https://aclanthology.org/2023.starsem-1.29/ 2023-07 323 337 A Tale of Two Laws of Semantic Change: Predicting Synonym Changes with Distributional Semantic Models Bastien Lietard author Mikaela Keller author Pascal Denis author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication lietard-etal-2023-tale 10.18653/v1/2023.starsem-1.30 https://aclanthology.org/2023.starsem-1.30/ 2023-07 338 352 Semantically-informed Hierarchical Event Modeling Shubhashis Roy Dipta author Mehdi Rezaee author Francis Ferraro author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication roy-dipta-etal-2023-semantically 10.18653/v1/2023.starsem-1.31 https://aclanthology.org/2023.starsem-1.31/ 2023-07 353 369 Representation of Lexical Stylistic Features in Language Models’ Embedding Space Qing Lyu author Marianna Apidianaki author Chris Callison-burch author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication lyu-etal-2023-representation 10.18653/v1/2023.starsem-1.32 https://aclanthology.org/2023.starsem-1.32/ 2023-07 370 387 Event Semantic Knowledge in Procedural Text Understanding Ghazaleh Kazeminejad author Martha Palmer author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication kazeminejad-palmer-2023-event 10.18653/v1/2023.starsem-1.33 https://aclanthology.org/2023.starsem-1.33/ 2023-07 388 398 Leveraging Active Learning to Minimise SRL Annotation Across Corpora Skatje Myers author Martha Palmer author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication myers-palmer-2023-leveraging 10.18653/v1/2023.starsem-1.34 https://aclanthology.org/2023.starsem-1.34/ 2023-07 399 408 Estimating Semantic Similarity between In-Domain and Out-of-Domain Samples Rhitabrat Pokharel author Ameeta Agrawal author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication pokharel-agrawal-2023-estimating 10.18653/v1/2023.starsem-1.35 https://aclanthology.org/2023.starsem-1.35/ 2023-07 409 416 Query Generation Using GPT-3 for CLIP-Based Word Sense Disambiguation for Image Retrieval Xiaomeng Pan author Zhousi Chen author Mamoru Komachi author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication pan-etal-2023-query 10.18653/v1/2023.starsem-1.36 https://aclanthology.org/2023.starsem-1.36/ 2023-07 417 422 Functional Distributional Semantics at Scale Chun Hei Lo author Hong Cheng author Wai Lam author Guy Emerson author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication lo-etal-2023-functional 10.18653/v1/2023.starsem-1.37 https://aclanthology.org/2023.starsem-1.37/ 2023-07 423 436 FEED PETs: Further Experimentation and Expansion on the Disambiguation of Potentially Euphemistic Terms Patrick Lee author Iyanuoluwa Shode author Alain Trujillo author Yuan Zhao author Olumide Ojo author Diana Plancarte author Anna Feldman author Jing Peng author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication lee-etal-2023-feed 10.18653/v1/2023.starsem-1.38 https://aclanthology.org/2023.starsem-1.38/ 2023-07 437 448 Monolingual Phrase Alignment as Parse Forest Mapping Sora Kadotani author Yuki Arase author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication kadotani-arase-2023-monolingual 10.18653/v1/2023.starsem-1.39 https://aclanthology.org/2023.starsem-1.39/ 2023-07 449 455 Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures Jakob Prange author Emmanuele Chersoni author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication prange-chersoni-2023-empirical 10.18653/v1/2023.starsem-1.40 https://aclanthology.org/2023.starsem-1.40/ 2023-07 456 468 Probing neural language models for understanding of words of estimative probability Damien Sileo author Marie-francine Moens author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication sileo-moens-2023-probing 10.18653/v1/2023.starsem-1.41 https://aclanthology.org/2023.starsem-1.41/ 2023-07 469 476 Arithmetic-Based Pretraining Improving Numeracy of Pretrained Language Models Dominic Petrak author Nafise Sadat Moosavi author Iryna Gurevych author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication petrak-etal-2023-arithmetic 10.18653/v1/2023.starsem-1.42 https://aclanthology.org/2023.starsem-1.42/ 2023-07 477 493 Robust Integration of Contextual Information for Cross-Target Stance Detection Tilman Beck author Andreas Waldis author Iryna Gurevych author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication beck-etal-2023-robust 10.18653/v1/2023.starsem-1.43 https://aclanthology.org/2023.starsem-1.43/ 2023-07 494 511 Adverbs, Surprisingly Dmitry Nikolaev author Collin Baker author Miriam R L Petruck author Sebastian Padó author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication nikolaev-etal-2023-adverbs 10.18653/v1/2023.starsem-1.44 https://aclanthology.org/2023.starsem-1.44/ 2023-07 512 526 Can Sequence-to-Sequence Transformers Naturally Understand Sequential Instructions? Xiang Zhou author Aditya Gupta author Shyam Upadhyay author Mohit Bansal author Manaal Faruqui author 2023-07 text Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023) Alexis Palmer editor Jose Camacho-collados editor Association for Computational Linguistics Toronto, Canada conference publication zhou-etal-2023-sequence 10.18653/v1/2023.starsem-1.45 https://aclanthology.org/2023.starsem-1.45/ 2023-07 527 534