---
title: "*SEM 2025 — all accepted papers with summaries and citations"
description: "All 35 papers of *SEM 2025, the most cited first; those with our summary link to it. Among them: AdvERSEM: Adversarial Robustness Testing…"
canonical: "https://research.elamur.ai/free/en/venues/starsem/2025/papers/"
---
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# *SEM 2025: all accepted papers

35 papers · the most cited first · [← *SEM 2025](https://md.research.elamur.ai/free/en/venues/starsem/2025/)

1. **[AdvERSEM: Adversarial Robustness Testing and Training of LLM-based Groundedness Evaluators via Semantic Structure Manipulation ↗](https://aclanthology.org/2025.starsem-1.32/)**Kaustubh Dhole, Ramraj Chandradevan, Eugene Agichtein*2 citations*
2. **[HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics ↗](https://aclanthology.org/2025.starsem-1.26/)**Dong Liu, Yanxuan Yu*2 citations*
3. **[LLMs as annotators of argumentation ↗](https://aclanthology.org/2025.starsem-1.19/)**Anna Lindahl*2 citations*
4. **[Relation-Aware Prompting Makes Large Language Models Effective Zero-shot Relation Extractors ↗](https://aclanthology.org/2025.starsem-1.22/)**Mahdi Rahimi, Razvan-Gabriel Dumitru, Mihai Surdeanu*2 citations*
5. **[All Entities are Not Created Equal: Examining the Long Tail for Ultra-Fine Entity Typing ↗](https://aclanthology.org/2025.starsem-1.15/)**Advait Deshmukh, Ashwin Umadi, Dananjay Srinivas et al.*1 citation*
6. **[Injecting Frame Semantics into Large Language Models via Prompt-Based Fine-Tuning ↗](https://aclanthology.org/2025.starsem-1.3/)**Shahid Iqbal Rai, Danilo Croce, Roberto Basili*1 citation*
7. **[Semantic Prosody in Machine Translation: the English-Chinese Case of Passive Structures ↗](https://aclanthology.org/2025.starsem-1.5/)**Xinyue Ma, Pol Pastells, Mariona Taulé Delor et al.*1 citation*
8. **[AmbiStory: A Challenging Dataset of Lexically Ambiguous Short Stories ↗](https://aclanthology.org/2025.starsem-1.12/)**Janosch Gehring, Michael Roth
9. **[Bridging Information Gaps with Comprehensive Answers: Improving the Diversity and Informativeness of Follow-Up Questions ↗](https://aclanthology.org/2025.starsem-1.2/)**Zhe Liu, Taekyu Kang, Haoyu Wang et al.
10. **[ChengyuSTS: An Intrinsic Perspective on Mandarin Idiom Representation ↗](https://aclanthology.org/2025.starsem-1.1/)**Le Qiu, Emmanuele Chersoni, Aline Villavicencio
11. **[Connecting Concept Layers and Rationales to Enhance Language Model Interpretability ↗](https://aclanthology.org/2025.starsem-1.33/)**Thomas Bailleux, Tanmoy Mukherjee, Pierre Marquis et al.
12. **[Cross-Domain Persuasion Detection with Argumentative Features ↗](https://aclanthology.org/2025.starsem-1.30/)**Bagyasree Sudharsan, Maria Leonor Pacheco
13. **[Cross-Lingual Extractive Question Answering with Unanswerable Questions ↗](https://aclanthology.org/2025.starsem-1.8/)**Yuval Gorodissky, Elior Sulem, Dan Roth
14. **[DisCoCLIP: A Distributional Compositional Tensor Network Encoder for Vision-Language Understanding ↗](https://aclanthology.org/2025.starsem-1.25/)**Kin Ian Lo, Hala Hawashin, Mina Abbaszadeh et al.
15. **[Enhancing Readability-Controlled Text Modification with Readability Assessment and Target Span Prediction ↗](https://aclanthology.org/2025.starsem-1.23/)**Fengkai Liu, John S. Y. Lee
16. **[Evaluating Compositional Generalisation in VLMs and Diffusion Models ↗](https://aclanthology.org/2025.starsem-1.9/)**Beth Pearson, Bilal Boulbarss, Michael Wray et al.
17. **[Evaluating Textual and Visual Semantic Neighborhoods of Abstract and Concrete Concepts ↗](https://aclanthology.org/2025.starsem-1.11/)**Sven Naber, Diego Frassinelli, Sabine Schulte im Walde
18. **[Explanations explained. Influence of Free-text Explanations on LLMs and the Role of Implicit Knowledge ↗](https://aclanthology.org/2025.starsem-1.17/)**Andrea Zaninello, Roberto Dessi, Malvina Nissim et al.
19. **[From Complex Word Identification to Substitution: Instruction-Tuned Language Models for Lexical Simplification ↗](https://aclanthology.org/2025.starsem-1.4/)**Tonghui Han, Xinru Zhang, Yaxin Bi et al.
20. **[Generalizability of Media Frames: Corpus creation and analysis across countries ↗](https://aclanthology.org/2025.starsem-1.7/)**Agnese Daffara, Sourabh Dattawad, Sebastian Padó et al.
21. **[Hallucinated Span Detection with Multi-View Attention Features ↗](https://aclanthology.org/2025.starsem-1.31/)**Yuya Ogasa, Yuki Arase
22. **[How Do Large Language Models Evaluate Lexical Complexity? ↗](https://aclanthology.org/2025.starsem-1.28/)**Abdelhak Kelious, Mathieu Constant, Christophe Coeur
23. **[If We May De-Presuppose: Robustly Verifying Claims through Presupposition-Free Question Decomposition ↗](https://aclanthology.org/2025.starsem-1.20/)**Shubhashis Roy Dipta, Francis Ferraro
24. **[Knowledge Editing Induces Underconfidence in Language Models ↗](https://aclanthology.org/2025.starsem-1.27/)**Ryo Hasegawa, Yusuke Sakai, Hidetaka Kamigaito et al.
25. **[Latent Traits and Cross-Task Transfer: Deconstructing Dataset Interactions in LLM Fine-tuning ↗](https://aclanthology.org/2025.starsem-1.18/)**Shambhavi Krishna, Atharva Naik, Chaitali Agarwal et al.
26. **[Math Natural Language Inference: this should be easy!](https://md.research.elamur.ai/free/en/papers/paiva-2025-math-natural-language-inference-this/)**Valeria de Paiva, Qiyue Gao, Hai Hu et al.*our summary*
27. **[Modeling Language Learning in Corrective Feedback Interactions ↗](https://aclanthology.org/2025.starsem-1.21/)**Juan Luis Castro-Garcia, Parisa Kordjamshidi
28. **[On the Distinctive Co-occurrence Characteristics of Antonymy ↗](https://aclanthology.org/2025.starsem-1.10/)**Zhihan Cao, Hiroaki Yamada, Takenobu Tokunaga
29. **[Potentially Problematic Word Usages and How to Detect Them: A Survey ↗](https://aclanthology.org/2025.starsem-1.35/)**Aina Garí Soler, Matthieu Labeau, Chloé Clavel
30. **[SAG: Enhancing Domain-Specific Information Retrieval with Semantic-Augmented Graphs ↗](https://aclanthology.org/2025.starsem-1.29/)**Carol-Luca Gasan, Vasile Pais
31. **[Semantic Differentiation in Speech Emotion Recognition: Insights from Descriptive and Expressive Speech Roles ↗](https://aclanthology.org/2025.starsem-1.6/)**Rongchen Guo, Vincent Francoeur, Isar Nejadgholi et al.
32. **[TAG–EQA: Text–And–Graph for Event Question Answering via Structured Prompting Strategies ↗](https://aclanthology.org/2025.starsem-1.24/)**Maithili Sanjay Kadam, Francis Ferraro
33. **[Towards Evaluation of Language Models with Skill Dimensions: A Case Study on Narrative Question Answering ↗](https://aclanthology.org/2025.starsem-1.34/)**Emil Kalbaliyev, Kairit Sirts
34. **[When Does Meaning Backfire? Investigating the Role of AMRs in NLI](https://md.research.elamur.ai/free/en/papers/min-2025-when-does-meaning-backfire-investigating/)**Junghyun Min, Xiulin Yang, Shira Wein*our summary*
35. **[WiC Evaluation in Galician and Spanish: Effects of Dataset Quality and Composition ↗](https://aclanthology.org/2025.starsem-1.13/)**Marta Vázquez Abuín, Marcos Garcia
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