📰 *SEM 2023: all accepted papers

45 papers · the most cited first · ← *SEM 2023

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
26. Analyzing Syntactic Generalization Capacity of Pre-trained Language Models on Japanese Honorific Conversion ↗Ryo Sekizawa, Hitomi Yanaka1 citation
27. Can Pretrained Language Models Derive Correct Semantics from Corrupt Subwords under Noise? ↗Xinzhe Li, Ming Liu, Shang Gao1 citation
28. Does Character-level Information Always Improve DRS-based Semantic Parsing? ↗Tomoya Kurosawa, Hitomi Yanaka1 citation
29. Estimating Semantic Similarity between In-Domain and Out-of-Domain Samples ↗Rhitabrat Pokharel, Ameeta Agrawal1 citation
30. Event Semantic Knowledge in Procedural Text Understanding ↗Ghazaleh Kazeminejad, Martha Palmer1 citation
31. Functional Distributional Semantics at Scale ↗Chun Hei Lo, Hong Cheng, Wai Lam et al.1 citation
32. Guiding Zero-Shot Paraphrase Generation with Fine-Grained Control Tokens ↗Teemu Vahtola, Mathias Creutz, Jrg Tiedemann1 citation
33. Is Shortest Always Best? The Role of Brevity in Logic-to-Text Generation ↗Eduardo Calò, Jordi Levy, Albert Gatt et al.1 citation
34. Representation of Lexical Stylistic Features in Language Models' Embedding Space ↗Qing Lyu, Marianna Apidianaki, Chris Callison-burch1 citation
35. Revisiting Syntax-Based Approach in Negation Scope Resolution ↗Asahi Yoshida, Yoshihide Kato, Shigeki Matsubara1 citation
36. Semantically-informed Hierarchical Event Modeling ↗Shubhashis Roy Dipta, Mehdi Rezaee, Francis Ferraro1 citation
37. Testing Paraphrase Models on Recognising Sentence Pairs at Different Degrees of Semantic Overlap ↗Qiwei Peng, David Weir, Julie Weeds1 citation
38. \quotedblbaseMann“ is to “Donna” as「国王」is to \guillemotleft Reine \guillemotright Adapting the Analogy Task for Multilingual and Contextual Embeddings ↗Timothee Mickus, Eduardo Calò, Léo Jacqmin et al.1 citation
39. CRAPES:Cross-modal Annotation Projection for Visual Semantic Role Labeling ↗Abhidip Bhattacharyya, Martha Palmer, Christoffer Heckman
40. Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures ↗Jakob Prange, Emmanuele Chersoni
41. FEED PETs: Further Experimentation and Expansion on the Disambiguation of Potentially Euphemistic Terms ↗Patrick Lee, Iyanuoluwa Shode, Alain Trujillo et al.
42. LEXPLAIN: Improving Model Explanations via Lexicon Supervision ↗Orevaoghene Ahia, Hila Gonen, Vidhisha Balachandran et al.
43. Leveraging Active Learning to Minimise SRL Annotation Across Corpora ↗Skatje Myers, Martha Palmer
44. Monolingual Phrase Alignment as Parse Forest Mapping ↗Sora Kadotani, Yuki Arase
45. Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning ↗Hyunsoo Cho, Choonghyun Park, Junyeob Kim et al.

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