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12th *SEM@ACL 2023: Toronto, Canada
- Alexis Palmer, José Camacho-Collados:

Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, *SEM@ACL 2023, Toronto, Canada, July 13-14, 2023. Association for Computational Linguistics 2023, ISBN 978-1-959429-76-0 - Carla Viegas

, Mert Inan, Lorna C. Quandt
, Malihe Alikhani:
Including Facial Expressions in Contextual Embeddings for Sign Language Generation. 1-10 - Lisa Bylinina

, Denis Paperno, Alexey Tikhonov:
Leverage Points in Modality Shifts: Comparing Language-only and Multimodal Word Representations. 11-17 - Asahi Yoshida, Yoshihide Kato, Shigeki Matsubara:

Revisiting Syntax-Based Approach in Negation Scope Resolution. 18-23 - Reto Gubelmann

, Aikaterini-Lida Kalouli, Christina Niklaus
, Siegfried Handschuh
:
When Truth Matters - Addressing Pragmatic Categories in Natural Language Inference (NLI) by Large Language Models (LLMs). 24-39 - Ryo Sekizawa, Hitomi Yanaka:

Analyzing Syntactic Generalization Capacity of Pre-trained Language Models on Japanese Honorific Conversion. 40-47 - Zeyu Zhang, Steven Bethard

:
Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution. 48-60 - Abhidip Bhattacharyya, Martha Palmer, Christoffer Heckman:

CRAPES:Cross-modal Annotation Projection for Visual Semantic Role Labeling. 61-70 - Abdullah Albanyan, Ahmed Hassan, Eduardo Blanco:

Not All Counterhate Tweets Elicit the Same Replies: A Fine-Grained Analysis. 71-88 - Jing Fan, Dennis Aumiller, Michael Gertz:

Evaluating Factual Consistency of Texts with Semantic Role Labeling. 89-100 - Thinh Hung Truong, Timothy Baldwin, Karin Verspoor

, Trevor Cohn:
Language models are not naysayers: an analysis of language models on negation benchmarks. 101-114 - Huiling You, Lilja Øvrelid, Samia Touileb

:
JSEEGraph: Joint Structured Event Extraction as Graph Parsing. 115-127 - An Wang, Junfeng Jiang, Youmi Ma, Ao Liu, Naoaki Okazaki:

Generative Data Augmentation for Aspect Sentiment Quad Prediction. 128-140 - Yan Cong

, Emmanuele Chersoni, Yu-Yin Hsu, Alessandro Lenci:
Are Language Models Sensitive to Semantic Attraction? A Study on Surprisal. 141-148 - Lindia Tjuatja, Emmy Liu, Lori S. Levin, Graham Neubig:

Syntax and Semantics Meet in the "Middle": Probing the Syntax-Semantics Interface of LMs Through Agentivity. 149-164 - Xinzhe Li, Ming Liu, Shang Gao:

Can Pretrained Language Models Derive Correct Semantics from Corrupt Subwords under Noise? 165-173 - Ye Tian, Isobel James, Hye Son:

How Are Idioms Processed Inside Transformer Language Models? 174-179 - Eduardo Calò, Jordi Levy, Albert Gatt

, Kees van Deemter:
Is Shortest Always Best? The Role of Brevity in Logic-to-Text Generation. 180-192 - Chunhua Liu, Trevor Cohn, Lea Frermann:

Seeking Clozure: Robust Hypernym extraction from BERT with Anchored Prompts. 193-206 - Orevaoghene Ahia, Hila Gonen, Vidhisha Balachandran, Yulia Tsvetkov, Noah A. Smith:

LEXPLAIN: Improving Model Explanations via Lexicon Supervision. 207-216 - Jason Youn, Ilias Tagkopoulos:

KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction. 217-224 - Hyunsoo Cho, Choonghyun Park, Junyeob Kim, Hyuhng Joon Kim, Kang Min Yoo, Sang-goo Lee:

Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning. 225-235 - Nicholas Asher, Swarnadeep Bhar, Akshay Chaturvedi, Julie Hunter, Soumya Paul:

Limits for learning with language models. 236-248 - Tomoya Kurosawa, Hitomi Yanaka:

Does Character-level Information Always Improve DRS-based Semantic Parsing? 249-258 - Qiwei Peng, David J. Weir, Julie Weeds

:
Testing Paraphrase Models on Recognising Sentence Pairs at Different Degrees of Semantic Overlap. 259-269 - Timothee Mickus

, Eduardo Calò, Léo Jacqmin, Denis Paperno, Mathieu Constant:
Mann" is to "Donna asis to Reine Adapting the Analogy Task for Multilingual and Contextual Embeddings. 270-283 - Santiago Castro, Oana Ignat, Rada Mihalcea:

Scalable Performance Analysis for Vision-Language Models. 284-294 - Jingyu Zhang, James R. Glass, Tianxing He:

PCFG-Based Natural Language Interface Improves Generalization for Controlled Text Generation. 295-313 - Maksym Del, Mark Fishel:

True Detective: A Deep Abductive Reasoning Benchmark Undoable for GPT-3 and Challenging for GPT-4. 314-322 - Teemu Vahtola

, Mathias Creutz, Jörg Tiedemann
:
Guiding Zero-Shot Paraphrase Generation with Fine-Grained Control Tokens. 323-337 - Bastien Liétard

, Mikaela Keller, Pascal Denis:
A Tale of Two Laws of Semantic Change: Predicting Synonym Changes with Distributional Semantic Models. 338-352 - Shubhashis Roy Dipta

, Mehdi Rezaee, Francis Ferraro:
Semantically-informed Hierarchical Event Modeling. 353-369 - Qing Lyu, Marianna Apidianaki

, Chris Callison-Burch:
Representation of Lexical Stylistic Features in Language Models' Embedding Space. 370-387 - Ghazaleh Kazeminejad, Martha Palmer:

Event Semantic Knowledge in Procedural Text Understanding. 388-398 - Skatje Myers, Martha Palmer:

Leveraging Active Learning to Minimise SRL Annotation Across Corpora. 399-408 - Rhitabrat Pokharel, Ameeta Agrawal:

Estimating Semantic Similarity between In-Domain and Out-of-Domain Samples. 409-416 - Xiaomeng Pan, Zhousi Chen, Mamoru Komachi:

Query Generation Using GPT-3 for CLIP-Based Word Sense Disambiguation for Image Retrieval. 417-422 - Chun Hei Lo, Hong Cheng, Wai Lam, Guy Emerson:

Functional Distributional Semantics at Scale. 423-436 - Patrick Lee, Iyanuoluwa Shode, Alain Chirino Trujillo, Yuan Zhao, Olumide E. Ojo, Diana Cuevas Plancarte, Anna Feldman, Jing Peng:

FEED PETs: Further Experimentation and Expansion on the Disambiguation of Potentially Euphemistic Terms. 437-448 - Sora Kadotani, Yuki Arase:

Monolingual Phrase Alignment as Parse Forest Mapping. 449-455 - Jakob Prange, Emmanuele Chersoni:

Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures. 456-468 - Damien Sileo, Marie-Francine Moens:

Probing neural language models for understanding of words of estimative probability. 469-476 - Dominic Petrak, Nafise Sadat Moosavi, Iryna Gurevych:

Arithmetic-Based Pretraining Improving Numeracy of Pretrained Language Models. 477-493 - Tilman Beck

, Andreas Waldis, Iryna Gurevych:
Robust Integration of Contextual Information for Cross-Target Stance Detection. 494-511 - Dmitry Nikolaev

, Collin F. Baker, Miriam R. L. Petruck, Sebastian Padó
:
Adverbs, Surprisingly. 512-526 - Xiang Zhou, Aditya Gupta, Shyam Upadhyay, Mohit Bansal, Manaal Faruqui:

Can Sequence-to-Sequence Transformers Naturally Understand Sequential Instructions? 527-534

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