📰 *SEM 2023 — accepted papers

*SEM 2023 is the 2023 edition of the Joint Conference on Lexical and Computational Semantics (*SEM), held in Toronto, Canada, July 2023 (publisher: Association for Computational Linguistics). The ACL Anthology lists 45 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Language models are not naysayers: an analysis of language models on negation benchmarks ↗Thinh Hung Truong, Timothy Baldwin, Karin Verspoor et al.32 citations
2. KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction ↗Jason Youn, Ilias Tagkopoulos29 citations
3. Limits for learning with language models ↗Nicholas Asher, Swarnadeep Bhar, Akshay Chaturvedi et al.22 citations
4. Including Facial Expressions in Contextual Embeddings for Sign Language Generation ↗Carla Viegas, Mert Inan, Lorna Quandt et al.16 citations
5. Generative Data Augmentation for Aspect Sentiment Quad Prediction ↗An Wang, Junfeng Jiang, Youmi Ma et al.11 citations
6. Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution ↗Zeyu Zhang, Steven Bethard8 citations
7. When Truth Matters - Addressing Pragmatic Categories in Natural Language Inference (NLI) by Large Language Models (LLMs)Reto Gubelmann, Aikaterini-lida Kalouli, Christina Niklaus et al.8 citations · our summary
8. Are Language Models Sensitive to Semantic Attraction? A Study on Surprisal ↗Yan Cong, Emmanuele Chersoni, Yu-yin Hsu et al.7 citations
9. Robust Integration of Contextual Information for Cross-Target Stance Detection ↗Tilman Beck, Andreas Waldis, Iryna Gurevych6 citations
10. True Detective: A Deep Abductive Reasoning Benchmark Undoable for GPT-3 and Challenging for GPT-4 ↗Maksym Del, Mark Fishel5 citations

All accepted papers (45)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. Language models are not naysayers: an analysis of language models on negation benchmarks ↗Thinh Hung Truong, Timothy Baldwin, Karin Verspoor et al.32 citations
2. KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction ↗Jason Youn, Ilias Tagkopoulos29 citations
3. Limits for learning with language models ↗Nicholas Asher, Swarnadeep Bhar, Akshay Chaturvedi et al.22 citations
4. Including Facial Expressions in Contextual Embeddings for Sign Language Generation ↗Carla Viegas, Mert Inan, Lorna Quandt et al.16 citations
5. Generative Data Augmentation for Aspect Sentiment Quad Prediction ↗An Wang, Junfeng Jiang, Youmi Ma et al.11 citations
6. Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution ↗Zeyu Zhang, Steven Bethard8 citations
7. When Truth Matters - Addressing Pragmatic Categories in Natural Language Inference (NLI) by Large Language Models (LLMs)Reto Gubelmann, Aikaterini-lida Kalouli, Christina Niklaus et al.8 citations · our summary
8. Are Language Models Sensitive to Semantic Attraction? A Study on Surprisal ↗Yan Cong, Emmanuele Chersoni, Yu-yin Hsu et al.7 citations
9. Robust Integration of Contextual Information for Cross-Target Stance Detection ↗Tilman Beck, Andreas Waldis, Iryna Gurevych6 citations
10. True Detective: A Deep Abductive Reasoning Benchmark Undoable for GPT-3 and Challenging for GPT-4 ↗Maksym Del, Mark Fishel5 citations
11. Probing neural language models for understanding of words of estimative probability ↗Damien Sileo, Marie-francine Moens4 citations
12. How Are Idioms Processed Inside Transformer Language Models?Ye Tian, Isobel James, Hye Son3 citations · our summary
13. Not All Counterhate Tweets Elicit the Same Replies: A Fine-Grained Analysis ↗Abdullah Albanyan, Ahmed Hassan, Eduardo Blanco3 citations
14. Seeking Clozure: Robust Hypernym extraction from BERT with Anchored Prompts ↗Chunhua Liu, Trevor Cohn, Lea Frermann3 citations
15. A Tale of Two Laws of Semantic Change: Predicting Synonym Changes with Distributional Semantic Models ↗Bastien Lietard, Mikaela Keller, Pascal Denis2 citations
16. Arithmetic-Based Pretraining Improving Numeracy of Pretrained Language Models ↗Dominic Petrak, Nafise Sadat Moosavi, Iryna Gurevych2 citations
17. Can Sequence-to-Sequence Transformers Naturally Understand Sequential Instructions? ↗Xiang Zhou, Aditya Gupta, Shyam Upadhyay et al.2 citations
18. Evaluating Factual Consistency of Texts with Semantic Role Labeling ↗Jing Fan, Dennis Aumiller, Michael Gertz2 citations
19. JSEEGraph: Joint Structured Event Extraction as Graph Parsing ↗Huiling You, Lilja Vrelid, Samia Touileb2 citations
20. Leverage Points in Modality Shifts: Comparing Language-only and Multimodal Word Representations ↗Alexey Tikhonov, Lisa Bylinina, Denis Paperno2 citations
21. PCFG-Based Natural Language Interface Improves Generalization for Controlled Text Generation ↗Jingyu Zhang, James Glass, Tianxing He2 citations
22. Query Generation Using GPT-3 for CLIP-Based Word Sense Disambiguation for Image Retrieval ↗Xiaomeng Pan, Zhousi Chen, Mamoru Komachi2 citations
23. Scalable Performance Analysis for Vision-Language Models ↗Santiago Castro, Oana Ignat, Rada Mihalcea2 citations
24. Syntax and Semantics Meet in the “Middle”: Probing the Syntax-Semantics Interface of LMs Through Agentivity ↗Lindia Tjuatja, Emmy Liu, Lori Levin et al.2 citations
25. Adverbs, Surprisingly ↗Dmitry Nikolaev, Collin Baker, Miriam R. L. Petruck et al.1 citation

See all 45 papers in SEM 2023 — accepted papers →

📄 Papers with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. When Truth Matters - Addressing Pragmatic Categories in Natural Language Inference (NLI) by Large Language Models (LLMs)Joint Conference on Lexical and Computational Semantics (*SEM)Reto Gubelmann, Aikaterini-lida Kalouli, Christina Niklaus, et al.2023 · 15 citations
2. How Are Idioms Processed Inside Transformer Language Models?Joint Conference on Lexical and Computational Semantics (*SEM)Ye Tian, Isobel James, Hye Son2023 · 11 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (1)🧮Reasoning (1)🧷Idioms & multiword expressions (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)🧠Neuroscience (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of St.GallenSaint Gallen · Switzerland1 work here🎓Ludwig-Maximilians-Universität MünchenMunich · Germany1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/starsem/2023/