📰 *SEM 2025: all accepted papers

35 papers · the most cited first · ← *SEM 2025

1. AdvERSEM: Adversarial Robustness Testing and Training of LLM-based Groundedness Evaluators via Semantic Structure Manipulation ↗Kaustubh Dhole, Ramraj Chandradevan, Eugene Agichtein2 citations
2. HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics ↗Dong Liu, Yanxuan Yu2 citations
3. LLMs as annotators of argumentation ↗Anna Lindahl2 citations
4. Relation-Aware Prompting Makes Large Language Models Effective Zero-shot Relation Extractors ↗Mahdi Rahimi, Razvan-Gabriel Dumitru, Mihai Surdeanu2 citations
5. All Entities are Not Created Equal: Examining the Long Tail for Ultra-Fine Entity Typing ↗Advait Deshmukh, Ashwin Umadi, Dananjay Srinivas et al.1 citation
6. Injecting Frame Semantics into Large Language Models via Prompt-Based Fine-Tuning ↗Shahid Iqbal Rai, Danilo Croce, Roberto Basili1 citation
7. Semantic Prosody in Machine Translation: the English-Chinese Case of Passive Structures ↗Xinyue Ma, Pol Pastells, Mariona Taulé Delor et al.1 citation
8. AmbiStory: A Challenging Dataset of Lexically Ambiguous Short Stories ↗Janosch Gehring, Michael Roth
9. Bridging Information Gaps with Comprehensive Answers: Improving the Diversity and Informativeness of Follow-Up Questions ↗Zhe Liu, Taekyu Kang, Haoyu Wang et al.
10. ChengyuSTS: An Intrinsic Perspective on Mandarin Idiom Representation ↗Le Qiu, Emmanuele Chersoni, Aline Villavicencio
11. Connecting Concept Layers and Rationales to Enhance Language Model Interpretability ↗Thomas Bailleux, Tanmoy Mukherjee, Pierre Marquis et al.
12. Cross-Domain Persuasion Detection with Argumentative Features ↗Bagyasree Sudharsan, Maria Leonor Pacheco
13. Cross-Lingual Extractive Question Answering with Unanswerable Questions ↗Yuval Gorodissky, Elior Sulem, Dan Roth
14. DisCoCLIP: A Distributional Compositional Tensor Network Encoder for Vision-Language Understanding ↗Kin Ian Lo, Hala Hawashin, Mina Abbaszadeh et al.
15. Enhancing Readability-Controlled Text Modification with Readability Assessment and Target Span Prediction ↗Fengkai Liu, John S. Y. Lee
16. Evaluating Compositional Generalisation in VLMs and Diffusion Models ↗Beth Pearson, Bilal Boulbarss, Michael Wray et al.
17. Evaluating Textual and Visual Semantic Neighborhoods of Abstract and Concrete Concepts ↗Sven Naber, Diego Frassinelli, Sabine Schulte im Walde
18. Explanations explained. Influence of Free-text Explanations on LLMs and the Role of Implicit Knowledge ↗Andrea Zaninello, Roberto Dessi, Malvina Nissim et al.
19. From Complex Word Identification to Substitution: Instruction-Tuned Language Models for Lexical Simplification ↗Tonghui Han, Xinru Zhang, Yaxin Bi et al.
20. Generalizability of Media Frames: Corpus creation and analysis across countries ↗Agnese Daffara, Sourabh Dattawad, Sebastian Padó et al.
21. Hallucinated Span Detection with Multi-View Attention Features ↗Yuya Ogasa, Yuki Arase
22. How Do Large Language Models Evaluate Lexical Complexity? ↗Abdelhak Kelious, Mathieu Constant, Christophe Coeur
23. If We May De-Presuppose: Robustly Verifying Claims through Presupposition-Free Question Decomposition ↗Shubhashis Roy Dipta, Francis Ferraro
24. Knowledge Editing Induces Underconfidence in Language Models ↗Ryo Hasegawa, Yusuke Sakai, Hidetaka Kamigaito et al.
25. Latent Traits and Cross-Task Transfer: Deconstructing Dataset Interactions in LLM Fine-tuning ↗Shambhavi Krishna, Atharva Naik, Chaitali Agarwal et al.
26. Math Natural Language Inference: this should be easy!Valeria de Paiva, Qiyue Gao, Hai Hu et al.our summary
27. Modeling Language Learning in Corrective Feedback Interactions ↗Juan Luis Castro-Garcia, Parisa Kordjamshidi
28. On the Distinctive Co-occurrence Characteristics of Antonymy ↗Zhihan Cao, Hiroaki Yamada, Takenobu Tokunaga
29. Potentially Problematic Word Usages and How to Detect Them: A Survey ↗Aina Garí Soler, Matthieu Labeau, Chloé Clavel
30. SAG: Enhancing Domain-Specific Information Retrieval with Semantic-Augmented Graphs ↗Carol-Luca Gasan, Vasile Pais
31. Semantic Differentiation in Speech Emotion Recognition: Insights from Descriptive and Expressive Speech Roles ↗Rongchen Guo, Vincent Francoeur, Isar Nejadgholi et al.
32. TAG–EQA: Text–And–Graph for Event Question Answering via Structured Prompting Strategies ↗Maithili Sanjay Kadam, Francis Ferraro
33. Towards Evaluation of Language Models with Skill Dimensions: A Case Study on Narrative Question Answering ↗Emil Kalbaliyev, Kairit Sirts
34. When Does Meaning Backfire? Investigating the Role of AMRs in NLIJunghyun Min, Xiulin Yang, Shira Weinour summary
35. WiC Evaluation in Galician and Spanish: Effects of Dataset Quality and Composition ↗Marta Vázquez Abuín, Marcos Garcia

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