📰 *SEM 2026: all accepted papers

36 papers · the most cited first · ← *SEM 2026

1. Interactive Agents: Simulating Counselor-Client Psychological Counseling via Role-Playing LLM-to-LLM InteractionsHuachuan Qiu, Zhenzhong Lan6 citations · our summary
2. Frame In, Frame Out: Measuring Framing Bias in LLM-Generated News SummariesValeria Pastorino, Nafise Sadat Moosavi3 citations · our summary
3. A framework for annotating and modelling intentions behind metaphor useGianluca Michelli, Xiaoyu Tong, Ekaterina Shutova1 citation · our summary
4. Can LLMs Solve My Grandma's Riddle? Evaluating Multilingual Large Language Models on Reasoning Traditional Bangla Tricky Riddles ↗Nurul Labib Sayeedi, Md. Faiyaz Abdullah Sayeedi, Khushnur Binte Jahangir et al.1 citation
5. The LSCD Benchmark: a Testbed for Diachronic Word Meaning TasksDominik Schlechtweg, Sachin Yadav, Jonas Kuhn et al.1 citation · our summary
6. *-PLUIE: Personalisable metric with Llm Used for Improved Evaluation ↗Quentin Lemesle, Leane Jourdan, Daisy Munson et al.
7. A Logic-Based Approach to Hallucinations in Data-to-Text NLG: Experiments with Human and LLM Annotators ↗Eduardo Calò, Saad Mahamood, Albert Gatt et al.
8. Annotating Indian Regional Biases using Large Language Models: Evaluation and AnalysisDebasmita Panda, Akash Anil, Neelesh Kumar Shuklaour summary
9. Beyond Accuracy: Interpreting Topic Representation in Suicide Ideation Detection Models ↗Hamideh Ghanadian, Isar Nejadgholi, Hussein Al Osman
10. Can You Be More Explicit? A Task and Dataset on Explicitations of Implicit MeaningLaura Zeidler, Michael Rothour summary
11. Can a Remedy Find a Researcher? Exploring the Development of Semantic Knowledge in Italian BabyLMsAlice Suozzi, Luca Capone, Gianluca Lebani et al. · 🏆 Best Paperour summary
12. Compositional Meaning Representations in LLMs: a Critical Review of Probing StudiesRémy Marroour summary
13. Diagnosing Generalization in Open-Source LLMs for Stance Detection ↗Parush Gera, Tempestt Neal
14. Dictionary Insertion Prompting for Multilingual Reasoning on Multilingual Large Language Models ↗Hongyuan Lu, Z.L. L, Wai Lam
15. Do Factual Recall Mechanisms Carry over from Text to Speech in Multimodal Language Models?Luca Modica, Filip Landin, Mehrdad Farahani et al.our summary
16. Entropy-aware Masking for Masked Language ModelingGokul Srinivasagan, Kai Hartung, Munir Georgesour summary
17. EvalMORAAL: Interpretable Chain-of-Thought and LLM-as-Judge Evaluation for Moral Alignment in Large Language Models ↗Hadi Mohammadi, Anastasia Giachanou, Robert A. Bagheri
18. Evaluating Adjective-Noun Compositionality in LLMs: Functional vs Representational Perspectives ↗Ruchira Dhar, Qiwei Peng, Anders Søgaard
19. Finding Sense in Nonsense with Generated Contexts: Perspectives from Humans and Language ModelsKatrina Olsen, Sebastian Padó · 🏆 Best Paper Honorable Mentionour summary
20. From Latents to Labels: Zero-Shot Named Entity Recognition using Sparse Autoencoder FeaturesNakanyseth Vuth, Gilles Sérasset, Didier Schwabour summary
21. HistoryBankQA: Multilingual Temporal Question Answering on Historical EventsBiswadip Mandal, Anant Khandelwal, Manish Guptaour summary
22. Lexical Availability and Human Distributional Agreement in GPT-4o's Color Naming ↗Anna Feldman, Jing Peng
23. Mitigating Language Bias in Multilingual Sentence Embeddings for Cross-Lingual Similarity EstimationKanade Nonomura, Keita Fukushima, Risa Kondo et al.our summary
24. One Word Is Not Enough: Simple Prompts Improve Word EmbeddingsRajeev Ranjanour summary
25. ReFRAME or Remain: Unsupervised Lexical Semantic Change Detection with Frame Semantics ↗Bach Phan Tat, Kris Heylen, Stefano De Pascale et al.
26. SemToken: Semantic-Aware Tokenization for Efficient Long-Context Language ModelsDong Liu, Yanxuan Yuour summary
27. Syntactic Priming in Few-Shot Learning: How Demonstration Structure Shapes LLM PerformancePrasanth Yadlaour summary
28. The Frequency Confound in Language-Model Surprisal and Metaphor NoveltyOmar Momen, Sina Zarrießour summary
29. The Tatoxa System for Text Detoxification in Low-Resource Languages: The Case of Tatar ↗Ilseyar Alimova, Bogdan Monogov, Artyom Mazur et al.
30. Towards Sense-level Bilingual Dictionary Induction ↗Lydia Körber, Katja Markert, Wei Zhao
31. Toxic Subword Pruning for Dialogue Response Generation on Large Language ModelsHongyuan Adam Lu, Wai Lamour summary
32. Uncovering Ideological Bias in RAG with Lexical Multidimensional Analysis: A Case Study on COVID-19Elmira Salari, Maria Claudia Nunes Delfino, Hazem Amamou et al.our summary
33. Under the Surface: Probing Tamil Paraphrase IntelligenceViswadarshan R R, Dr. J. Felicia Lilian, Mahalakshmi Sour summary
34. Understanding the Linguistic Cues Behind Stance Detection ↗Parush Gera, Tempestt Neal
35. ZIP: Quantifying Which Words Matter in Zero-Shot Instructional PromptsNikta Gohari Sadr, Sangmitra Madhusudan, Arash Asgari et al.our summary
36. “Undocumented Immigrants” != “Illegal Aliens”: Decomposing the Conceptual and Narrative Landscapes of Partisan Immigration Terms ↗Yejin Cho, Gabriella Chronis, Nitin Sudarsanam et al.

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