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title: "SemEval 2026 — all accepted papers, page 3 — Elamur Research"
description: "All 455 papers of SemEval 2026 · page 3 of 5, the most cited first; those with our summary link to it."
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# SemEval 2026: all accepted papers

455 papers · page 3 of 5 · the most cited first · [← SemEval 2026](https://md.research.elamur.ai/free/en/venues/semeval/2026/)

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201. **[NCL&HKU-NarrSim at SemEval-2026 Task 4: Aspect-Based Agents and Supervised Contrastive Embeddings for Narrative Similarity ↗](https://aclanthology.org/2026.semeval-1.188/)**Jianfei Xu, Ting Zhu, Mingyang Chen et al.
202. **[NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression ↗](https://aclanthology.org/2026.semeval-1.240/)**Tong Wu, Nicolay Rusnachenko, Huizhi(elly) Liang
203. **[NCL-UoR at SemEval-2026 Task 5: Embedding-Based Methods, Fine-Tuning, and LLMs for Word Sense Plausibility Rating ↗](https://aclanthology.org/2026.semeval-1.242/)**Tong Wu, Thanet Markchom, Huizhi(elly) Liang
204. **[NIT-Agartala-NLP-Team at SemEval-2026 Task 9: A Weighted Soft-Voting Ensemble Framework of Fine-Tuned LLMs for Binary and Multi-Label Polarization Detection ↗](https://aclanthology.org/2026.semeval-1.398/)**Shivam, Manish Kumar, Anupam Jamatia
205. **[NJUSTKMG at SemEval 2026 Task 10 PsyCoMark–-Subtask 2:Conspiracy Detection ↗](https://aclanthology.org/2026.semeval-1.128/)**Yuhan Zheng, Yang Yang
206. **[NLP-CEIA-UFG at SemEval-2026 Task 8: Iterative Retrieval with Notes-Guided Query Refinement for Multi-Turn RAG ↗](https://aclanthology.org/2026.semeval-1.349/)**Guilherme Dutra, André Felipe Caraíba, Nádia Félix Da Silva et al.
207. **[NLP-CIMAT at SemEval-2026 Task 9: LLM-Based One-Shot and Cross-Lingual Data Augmentation for Polarization Detection ↗](https://aclanthology.org/2026.semeval-1.362/)**Miriam Calderon-Reyes, Fernando Sanchez-Vega, Adrian Pastor Lopez Monroy
208. **[NLP-FSDM at SemEval-2026 Task 2: Temporal Smoothing and CCC-MAE Optimization for Balanced Longitudinal Affect Assessment ↗](https://aclanthology.org/2026.semeval-1.49/)**Abdessamad Benlahbib, Zouhir Essalmani, Achraf Boumhidi et al.
209. **[NLP-FSDM at SemEval-2026 Task 4: Narrative Similarity via Multiple Negatives Ranking and Instruction-Based Embeddings ↗](https://aclanthology.org/2026.semeval-1.88/)**Abdessamad Benlahbib, Zouhir Essalmani, Achraf Boumhidi et al.
210. **[NLPGroup8 at SemEval-2026 Task 2: Diverse Ensembles and Hierarchical Transformers for Emotional State Prediction ↗](https://aclanthology.org/2026.semeval-1.56/)**Troy Arthur, Aidan Kelley, Sierra Reschke
211. **[NTNU-SMIL at SemEval-2026 Task 3: Logistic-Loss Regression with Same-Language Transfer for Valence–Arousal Stance Prediction in Dimensional Stance Analysis (DimStance) ↗](https://aclanthology.org/2026.semeval-1.3/)**Siang-Ting Lin, Tien-Hong Lo, Yun-Ting Sun et al.
212. **[NUST CodeIntel at SemEval-2026 Task 13: Cross-Domain Detection of Machine-Generated Code via Stylometric Features and Transformer Models ↗](https://aclanthology.org/2026.semeval-1.61/)**Azher Ali, Mehwish Fatima
213. **[NUST PsyAI at SemEval-2026 Task 10: Parameter-Efficient RoBERTa for Conspiracy Detection and Character-Level Marker Extraction ↗](https://aclanthology.org/2026.semeval-1.170/)**Mian Muhammad Husnain Akram, Mehwish Fatima
214. **[NYCU Speech Lab at SemEval-2026 Task 3: Heterogeneous Model Ensemble with Adaptive Weighted Voting for Dimensional Aspect Sentiment Quadruplet Extraction ↗](https://aclanthology.org/2026.semeval-1.203/)**Hao-Chun Hsieh, Cheng-En Wu, Yuan-Fu Liao
215. **[NYCU-NLP at SemEval-2026 Task 9: Stacking Small Language Models for Multilingual, Multicultural and Multievent Polarization Detection ↗](https://aclanthology.org/2026.semeval-1.166/)**Ding-Xiang Lin, Po-Chun Chu, Lung-Hao Lee
216. **[NarSiL at SemEval-2026 Task 4: A Multi-Expert, Multi-Pathway System for Narrative Story Similarity ↗](https://aclanthology.org/2026.semeval-1.381/)**Bogdan Octavian Grecu, Costin Chiru, Oana Cocarascu
217. **[Narrative Nexus at SemEval-2026 Task 4: Modeling Narrative Similarity via Instruction-Based Fine-Tuning and Synthetic Data Augmentation ↗](https://aclanthology.org/2026.semeval-1.352/)**Haotan Guo, Hongbin Na, Zimu Wang et al.
218. **[Narrative Team at SemEval-2026 Task 4: Two-Stage Contrastive Learning for Narrative Similarity Assessment ↗](https://aclanthology.org/2026.semeval-1.22/)**Tatiana Khaidukova, Ana Ciobanu, Daniela Gifu et al.
219. **[Narrative Team at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Sentences through Narrative Understanding ↗](https://aclanthology.org/2026.semeval-1.148/)**Valentin Istrate, Mocanu Octavian, Tatiana Khaidukova
220. **[OZemi at SemEval-2026 Task 9: A Cross-Lingual Approach to Online Text Polarization Classification Using Multilingual Models and Adaptive Loss Formulation ↗](https://aclanthology.org/2026.semeval-1.27/)**Hidetsune Takahashi, Eleale Nusi Tee, Aika Yu et al.
221. **[One and Only at SemEval-2026 Task 2: Evaluating Zero-Shot Autonomous LLM Agents and Heuristic Proxies in Ecological Affect Forecasting ↗](https://aclanthology.org/2026.semeval-1.162/)**Nam Dinh
222. **[OseiBrefo-Liang at SemEval-2026 Task 12: Hybrid Causal Knowledge Graphs and Neural-Symbolic Policy Optimisation for Abductive Event Reasoning ↗](https://aclanthology.org/2026.semeval-1.287/)**Emmanuel Osei-Brefo, Huizhi(elly) Liang
223. **[Osint at SemEval-2026 Task 13: A Distribution-Aware Framework for Machine-Generated Code Detection and Multi-Source Authorship Attribution ↗](https://aclanthology.org/2026.semeval-1.360/)**Shifali Agrahari, Abhishek Anand, Shubham Kannaujiya et al.
224. **[PAI at SemEval-2026 Task 3: An LLM and Data Redistribution Adaptation-Based Predictive Strategy for Valence-Arousal Scores ↗](https://aclanthology.org/2026.semeval-1.193/)**Zhihao Ruan, Kaifeng Yang, Cheng Chen et al.
225. **[PALI at SemEval-2026 Task 3: LoRA Fine-Tuning with Validation for DimABSA ↗](https://aclanthology.org/2026.semeval-1.93/)**Cheng Chen
226. **[PEU Lab at SemEval-2026 Task 4: Pairwise Text Comparison using RoBERTa and Ranking Loss ↗](https://aclanthology.org/2026.semeval-1.136/)**Hangchao Ma, Jiaxu Dao, Jinli Tong et al.
227. **[PFW Task 8 at SemEval-2026 Task 8: Lightweight Tri-Fusion Retrieval with Prompt-Engineered Faithful Generation for Multi-Turn RAG ↗](https://aclanthology.org/2026.semeval-1.198/)**Taleef Tamsal, Jonathan Rusert
228. **[PFW at SemEval-2026 Task 6: Multi-Seed DeBERTa Ensembles for Political Response Clarity and Evasion Classification ↗](https://aclanthology.org/2026.semeval-1.197/)**Taleef Tamsal, Jonathan Rusert
229. **[PICT at SemEval-2026 Task 3: A Transformer-Based System for Dimensional Aspect-Aware Sentiment Regression with Weighted Layer Pooling ↗](https://aclanthology.org/2026.semeval-1.44/)**Aditya Bhalgat, Omkar Jagtap, Anupama Phakatkar
230. **[PLlama at SemEval-2026 Task 4: Zero-shot Prompting with Llama-3.2 for Narrative Similarity ↗](https://aclanthology.org/2026.semeval-1.337/)**Kanishka Jain
231. **[PUEB-DimASR at SemEval-2026 Task 3: Escaping the Mean Regression Trap with Graph-Enhanced Transformers for Dimensional Aspect-Based Sentiment Regression ↗](https://aclanthology.org/2026.semeval-1.53/)**Oskar Riewe-Perła, Agata Filipowska
232. **[Paradise at SemEval-2026 Task 12: Leveraging Instruction-Tuned Large Language Models with Chain-of-Thought Prompting for Abductive Event Reasoning ↗](https://aclanthology.org/2026.semeval-1.100/)**Dhruv Goyal, Ishita Gupta, Jatin Bedi
233. **[Paradise at SemEval-2026 Task 5: On the Limitations of Surface-Level Features for Graded Word Sense Plausibility Prediction ↗](https://aclanthology.org/2026.semeval-1.101/)**Dhruv Goyal, Ishita Gupta, Jatin Bedi
234. **[Perspicere at SemEval-2026 Task 2: Modeling Longitudinal Valence and Arousal via Dense Embeddings and Agentic Reasoning ↗](https://aclanthology.org/2026.semeval-1.97/)**Kamyar Moradian Zehab, Mohammad Sadegh Poulaei, Nasser Mozayani
235. **[Phatthachdau at SemEval-2026 Task 9: A Multi-Stage Augment-Judge-Train Pipeline for Multilingual Online Polarization Detection ↗](https://aclanthology.org/2026.semeval-1.208/)**Phan Phat
236. **[Pinetree at SemEval-2026 Task 7: A Large-Scale Failure Analysis of Cultural Grounding in Language Models ↗](https://aclanthology.org/2026.semeval-1.422/)**Yen Yee Yam, Hong Meng Yam
237. **[PingAn-NLP at SemEval-2026 Task 9: Multi-Stage Alignment via GRPO and Tiered Ensemble Voting for Multilingual Polarization Detection ↗](https://aclanthology.org/2026.semeval-1.354/)**Diyang Chen, Youzhen Pang
238. **[Pixel Phantoms at SemEval-2026 Task 13: Exploring Classical and Neural Approaches for AI-Generated Code Detection ↗](https://aclanthology.org/2026.semeval-1.256/)**Jithu Morrison S, Janani Hariharakrishnan, Angel Deborah S et al.
239. **[Pixel Phantoms at SemEval-2026 Task 3: Language-Specific Transformer Regression for Dimensional Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/2026.semeval-1.112/)**Jithu Morrison S, Abisha Rose S
240. **[PolAR Bears at SemEval-2026 Task 9: Parameter-Efficient Fine-Tuning and Cross-Lingual Augmentation for Multilingual Polarization Detection ↗](https://aclanthology.org/2026.semeval-1.279/)**Vinay Ulli, Jyoti Kumari
241. **[PolDeck at SemEval-2026 Task 9: Multilingual Online Polarization Detection via Hybrid Model Ensembling and Data Augmentation ↗](https://aclanthology.org/2026.semeval-1.120/)**Ben Grandy, Daniel Khir
242. **[PolaFusion at SemEval-2026 Task 9: Ensemble Transformers with Targeted Augmentation for Multilingual Polarization Detection ↗](https://aclanthology.org/2026.semeval-1.361/)**Abdullah Mohammad
243. **[PolarMind at SemEval-2026 Task 9: Leveraging LaBSE with Progressive Curriculum Learning for Multicultural Polarization ↗](https://aclanthology.org/2026.semeval-1.405/)**Sandeep Kumar, Mothish, Sachin Sundar
244. **[PolarizedTeam at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization ↗](https://aclanthology.org/2026.semeval-1.180/)**Maria Nestor, Maroan Al Shrafat, Ioana Pește et al.
245. **[Polito Team at SemEval-2026 Task 8: Scaling Multi-Turn RAG: High-Performance Parallelized Pipeline for the MTRAG Benchmark ↗](https://aclanthology.org/2026.semeval-1.309/)**Murat Çelik, Nejla Dinçer, Can Ersoy et al.
246. **[Proofbusters at SemEval-2026 Task 11: Neuro-Symbolic Syllogistic Reasoning via LLM-Guided Structure Extraction and Deterministic Validation ↗](https://aclanthology.org/2026.semeval-1.182/)**Mohamed Ayman, Khaled Marzouk, Abdallah Mashaly et al.
247. **[PuerAI at SemEval-2026 Task 5: Homograph Appropriateness Assessment via DeBERTa Contrastive Regression and Contextual Grouping ↗](https://aclanthology.org/2026.semeval-1.41/)**Jiaxu Dao, Zhuoying Li, Hangchao Ma et al.
248. **[QuadAI at SemEval-2026 Task 3: Ensemble Learning of Hybrid RoBERTa and LLMs for Dimensional Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/2026.semeval-1.11/)**A.J.W. de Vink, Filippos Karolos Ventirozos, Natalia Amat-Lefort et al.
249. **[RAGTUM at SemEval-2026 Task 8: Contextual Query Rewriting and Dense Retrieval for Multi-Turn RAG ↗](https://aclanthology.org/2026.semeval-1.227/)**Finn Wigger, Maximilian Podolsky, Merle Wilmink et al.
250. **[RAGonauts at SemEval-2026 Task 8: BM25 Retrieval with Last-Turn Query Formulation for Multi-Turn RAG Conversations ↗](https://aclanthology.org/2026.semeval-1.243/)**Rajalakshmi Sivanaiah, Angel Deborah S, Karthik Raja C et al.
251. **[RAGthoven at SemEval-2026 Task 1: A Multi-Stage Pipeline Walks Into a Benchmark and Barely Clears the Bar ↗](https://aclanthology.org/2026.semeval-1.416/)**Marek Suppa, Viktória Ondrejová, Lucia Ganajová et al.
252. **[REGLAT at SemEval-2026 Task 12: Multi-Strategy Ensemble Reasoning for Event Causality Identification ↗](https://aclanthology.org/2026.semeval-1.412/)**Mariam Labib, Nsrin Ashraf, Ahmed M. Fetouh et al.
253. **[REGLAT at SemEval-2026 Task 9: Enhancing Arabic Online Polarization Detection Using AraBERT and Synonym Replacement Augmentation ↗](https://aclanthology.org/2026.semeval-1.226/)**Ahmed M. Fetouh, Rahmath Mohammed, Omer Dawood et al.
254. **[RPI Team at SemEval-2026 Task 3: An LLM-Encoder Ensemble for Coarse-to-Fine Valence-Arousal Sentiment Prediction ↗](https://aclanthology.org/2026.semeval-1.403/)**Mohammed Shahid Modi, Boleslaw Szymanski
255. **[RaguTeam at SemEval-2026 Task 8: Meno and Friends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response Generation ↗](https://aclanthology.org/2026.semeval-1.216/)**Ivan Bondarenko, Roman Derunets, Oleg Sedukhin et al.
256. **[Rasende Rakete at SemEval-2026 Task 6: LLM-First Approach with Iterative Prompt Repair for Classifying Evasion in Political Interviews ↗](https://aclanthology.org/2026.semeval-1.280/)**Omar Elbeltagui, Nils Knittel, Leonie Süß et al.
257. **[Rating Plausibility of Word Senses in Ambiguous Sentences Using Multi-Architecture Analysis ↗](https://aclanthology.org/2026.semeval-1.292/)**Naina Jain, Nidhi Arora, Pal Thakkar et al.
258. **[RvH-40 at SemEval-2026 Task 11: Disentangling Reasoning from Belief through Symbolic Abstraction ↗](https://aclanthology.org/2026.semeval-1.65/)**Niek Biesterbos, Mark Den Ouden, Janiek De Rijke
259. **[SCUMesclab at SemEval-2026 Task 3: An Adaptive Dual-Track Framework for Dimensional Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/2026.semeval-1.192/)**Chia-Yun Lee, Matus Pleva, Daniel Hladek et al.
260. **[SCUZANE at SemEval-2026 Task 3: Dimensional Aspect-based Sentiment Analysis with Supervised Contrastive Regression and R-Drop Regularization ↗](https://aclanthology.org/2026.semeval-1.251/)**Ziang Zhou, Xiangmei He, Chenhongyi Bai
261. **[SEF-CLGC at SemEval-2026 Task 11: Logical Notation Impact on Language Model Performance ↗](https://aclanthology.org/2026.semeval-1.285/)**Hanna Abi Akl, Fabien Gandon, Catherine Faron et al.
262. **[SG-UniBuc-NLP at SemEval-2026 Task 6: Multi-Head RoBERTa with Chunking for Long-Context Evasion Detection ↗](https://aclanthology.org/2026.semeval-1.133/)**Gabriel Stefan, Sergiu Nisioi
263. **[SLPGFJWUInsa at SemEval-2026 Task 1: Enhancing Linguistic Creativity for English Text-Based Humor ↗](https://aclanthology.org/2026.semeval-1.231/)**Insa Abbas, Sadaf Abdul Rauf
264. **[SLPGFJWUWarda at SemEval-2026 Task 1: A Multimodal Vision-Language Approach for Humor Generation Using Fine-Tuned BLIP ↗](https://aclanthology.org/2026.semeval-1.156/)**Warda Yousaf
265. **[SMASH at SemEval-2026 Task 9: Detecting Multilingual Polarisation with Encoder Ensembles and Calibrated Decision Thresholds ↗](https://aclanthology.org/2026.semeval-1.116/)**Zahra Bokaei, Alessandra Terranova, Yi Zheng et al.
266. **[SRCB at SemEval-2026 Task 3: Boosting DimASR via Contrastive LLM-Based Data Augmentation ↗](https://aclanthology.org/2026.semeval-1.42/)**Hongyu Li
267. **[SRCB at SemEval-2026 Task 5 A Multi-Target Finetuning Framework for Large Language Models with Joint Regression and Text Generation ↗](https://aclanthology.org/2026.semeval-1.246/)**Yuming Zhang, Junyu Zhou, Hongyu Li et al.
268. **[SSN-CSE-CODECATALYSTS at SemEval-2026 Task 13: Integrating Transformer Semantics and AST-Derived Structural Features for AI-Generated Code Detection. ↗](https://aclanthology.org/2026.semeval-1.141/)**Bhuvana J, Ramanan Mahendran, Siddharth Chandrasekar S et al.
269. **[SU NLP 29 at SemEval-2026 Task 5: DynaOrd - Hybrid Dynamic Ordinal Regression with LoRA-Fine-Tuned DeBERTa-v3 ↗](https://aclanthology.org/2026.semeval-1.74/)**Musab Ahmed Khan
270. **[SYSUpporter at SemEval-2026 Task 13: Leveraging Stylistic Signals and Language-Aware Truncation for Machine-Generated Code Detection ↗](https://aclanthology.org/2026.semeval-1.364/)**Longfeng Chen, Zheng Xiao
271. **[Sabancigroup4 at SemEval-2026 Task 5: Uncertainty-Aware Semantic Plausibility Scoring via GNLL Regression and LLM Rationales ↗](https://aclanthology.org/2026.semeval-1.144/)**Salih Büyükbaş, Doruk Benli, Osman Kara et al.
272. **[Sagarmatha at SemEval-2026 Task 9: Heterogeneous Ensembling and Hierarchical Task Conditioning for Multilingual Latent Distributional Divergence Modeling ↗](https://aclanthology.org/2026.semeval-1.382/)**Sujal Maharjan, Astha Shrestha, Pratikshya Shrestha
273. **[Scmhl5 at SemEval-2026 Task 3: Uncertainty-Aware Adversarial Learning for Embedding Enhancement in Dimensional Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/2026.semeval-1.222/)**Haohuan Chen, Han Liu
274. **[Seals-NLP at SemEval-2026 Task 9: A Comparative Study of Transformer Architectures for Polarization Detection ↗](https://aclanthology.org/2026.semeval-1.301/)**Minh Smith, Cheryl Seals
275. **[Segmentation Fault at SemEval-2026 Task 13: A Regularization-First Approach with Generator-Based Out-of-Distribution Splits for Detecting AI-Generated Code ↗](https://aclanthology.org/2026.semeval-1.266/)**Lakshmi Priya Swaminatha Rao, Dhannya Santhakumari Madhavan, Sreya Kodeswaran et al.
276. **[SemEval-2026 Task 10: PsyCoMark – Psycholinguistic Conspiracy Marker Extraction and Detection](https://md.research.elamur.ai/free/en/papers/samory-2026-semeval-2026-task-10-psycomark/)**Mattia Samory, Felix Soldner, Veronika Batzdorfer*our summary*
277. **[SemEval-2026 Task 11: Disentangling Content and Formal Reasoning in Large Language Models ↗](https://aclanthology.org/2026.semeval-1.450/)**Marco Valentino, Leonardo Ranaldi, Giulia Pucci et al.
278. **[SemEval-2026 Task 12: Abductive Event Reasoning: Towards Real-World Event Causal Inference for Large Language Models ↗](https://aclanthology.org/2026.semeval-1.446/)**Pengfei Cao, Mingxuan Yang, Yubo Chen et al.
279. **[SemEval-2026 Task 12: Knowledge Graph with hyperbolic embedding in Abductive Event Reasoning ↗](https://aclanthology.org/2026.semeval-1.114/)**Mingkai Wang, Varun Ojha, Huizhi Liang
280. **[SemEval-2026 Task 13: Detecting Machine-Generated Code with Multiple Programming Languages, Generators, and Application Scenarios ↗](https://aclanthology.org/2026.semeval-1.445/)**Daniil Orel, Dilshod Azizov, Indraneil Paul et al.
281. **[SemEval-2026 Task 13: Fine-tuned CodeBERT with Stratified Balancing, Dynamic Threshold Optimization, and Logit Bias Correction for Robust Multi-Language AI Code Detection ↗](https://aclanthology.org/2026.semeval-1.132/)**Udaythalavesh S, Rajalakshmi Sivanaiah, Angel Deborah S
282. **[SemEval-2026 Task 1: MWAHAHA, Models Write Automatic Humor And Humans Annotate ↗](https://aclanthology.org/2026.semeval-1.454/)**Santiago Castro, Luis Chiruzzo, Santiago Góngora et al.
283. **[SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays ↗](https://aclanthology.org/2026.semeval-1.451/)**Nikita Soni, H. Andrew Schwartz, Ryan L. Boyd et al.
284. **[SemEval-2026 Task 4: Narrative Story Similarity and Narrative Representation Learning ↗](https://aclanthology.org/2026.semeval-1.429/)**Hans Ole Hatzel, Ekaterina Artemova, Haimo Stiemer et al.
285. **[SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding ↗](https://aclanthology.org/2026.semeval-1.448/)**Janosch Gehring, Selina Meyer, Michael Roth
286. **[SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures ↗](https://aclanthology.org/2026.semeval-1.455/)**Nedjma Ousidhoum, Junho Myung, Carla Perez-Almendros et al.
287. **[SemEval-2026 Task 8: MTRAGEval: Evaluating Multi-Turn RAG Conversations ↗](https://aclanthology.org/2026.semeval-1.447/)**Sara Rosenthal, Vraj Shah, Yannis Katsis et al.
288. **[SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization ↗](https://aclanthology.org/2026.semeval-1.453/)**Usman Naseem, Robert Geislinger, Ada Ren et al.
289. **[SemTechLab at SemEval-2026 Task 5: Context-Aware Homonym Disambiguation via Span-Specific Interaction Features ↗](https://aclanthology.org/2026.semeval-1.284/)**Karlo Babić, Ana Meštrović, Slobodan Beliga
290. **[Semantic Vectors at SemEval-2026 Task 9: Robust Multilingual Polarization Detection via Dual-Encoder Fusion and Expert Ensembling ↗](https://aclanthology.org/2026.semeval-1.239/)**Ankit Dash, Priyanshu Mittal, Piyush Prashant et al.
291. **[Sentiment Syndicate at SemEval-2026 Task 6: Reframing Political Question–Answer Interactions via Natural Language Inference for Clarity Level Classification ↗](https://aclanthology.org/2026.semeval-1.350/)**Rafi Rafsan
292. **[ServSocIA at Semeval-2026 Task 9: Evaluating Prompt Strategies for Polarization Detection ↗](https://aclanthology.org/2026.semeval-1.346/)**Jacob Altamirano, Mario Leon Pérez, Bruno Ruiz-Juarez et al.
293. **[ShefFriday at SemEval-2026 Task 9: LLM-Based Annotation Methods for Detecting Multilingual, Multicultural and Multievent Online Polarisation ↗](https://aclanthology.org/2026.semeval-1.411/)**Owen Cook, Meredith Gibbons, Xingyi Song
294. **[Sifei at SemEval-2026 Task 8: Hybrid Retrieval and Query Rewriting for Multi-Turn RAG ↗](https://aclanthology.org/2026.semeval-1.32/)**Sifei Meng, Dmitry Ilvovsky
295. **[SilkPeak at SemEval-2026 Task 6: When Politicians Dodge –- Unmasking Evasion in Political Interviews through Joint Multi-Task Transformer Learning ↗](https://aclanthology.org/2026.semeval-1.253/)**Amruth Tetakali, Lavanya Tetakali
296. **[Simorgh at SemEval-2026 task 7: Region-Aware Hybrid Retrieval for Low-Resource Cultural Reasoning in Multilingual Question Answering ↗](https://aclanthology.org/2026.semeval-1.90/)**Hadi Bayrami Asl Tekanlou, Mahdi Bakhtiyarzadeh, Jafar Razmara
297. **[SlugRAG at SemEval-2026 Task 8: Domain-Specific Fine-Tuning and Model Scaling for Multi-Turn RAG Retrieval ↗](https://aclanthology.org/2026.semeval-1.135/)**Pratibha Revankar, Jihye Kim, Umit Azirakhmet
298. **[SokraTUM at SemEval-2026 Task 3: A hybrid cascade of Label Distribution Learning, RAG supported generative extraction and contrastive metric learning for dimensional sentiment analysis ↗](https://aclanthology.org/2026.semeval-1.241/)**Denis Laschenko, Albert Korotyk
299. **[SoloSemantics at SemEval-2026 Task 4: Triplet-Tuned MPNet for Story Similarity ↗](https://aclanthology.org/2026.semeval-1.201/)**Steven Au
300. **[Spinfo Cologne at SemEval-2026 Task 4: Explainable Creation of Narrativity Embeddings ↗](https://aclanthology.org/2026.semeval-1.299/)**Janis Pagel, Nils Reiter

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