---
title: "SemEval 2026 — all accepted papers, page 4 — Elamur Research"
description: "All 455 papers of SemEval 2026 · page 4 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 4 of 5 · the most cited first · [← SemEval 2026](https://md.research.elamur.ai/free/en/venues/semeval/2026/)

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301. **[SpyComet at SemEval-2026 Task 11: When Adversarial Debiasing Backfires - A Comparison of Data-Level and Model-Level Debiasing ↗](https://aclanthology.org/2026.semeval-1.317/)**Sai Aravind C, Sunil Saumya, C Pothan Reddy
302. **[StanceLab at SemEval-2026 Task 9: Addressing Class Imbalance in Multilingual Polarization Detection ↗](https://aclanthology.org/2026.semeval-1.442/)**Teodor Ivanusca, Dan Dodun-Des-Perrieres, Stefana Gheorghita
303. **[SteerForce at SemEval-2026 Task 11: Reducing Content Effects Using Layered Activation Steering ↗](https://aclanthology.org/2026.semeval-1.143/)**Noah Tratzsch, Asmaa Al-Raian, Mounika Marreddy et al.
304. **[Stochastic Gradient Descenders at SemEval-2026 Task 9: Few-Shot LLM Prompting for Polarization Type Classification ↗](https://aclanthology.org/2026.semeval-1.129/)**Huynh Phu, Dang Thin
305. **[Stylometry at SemEval-2026 Task 13: Clustered Stylometric Modeling for Machine-Generated Code Detection ↗](https://aclanthology.org/2026.semeval-1.172/)**Sruthi Santhanam, Parthib Sarkar, Yashvardhan Sharma
306. **[SwanNLP at SemEval-2026 Task 5: An LLM-based Framework for Plausibility Scoring in Narrative Word Sense Disambiguation ↗](https://aclanthology.org/2026.semeval-1.109/)**Deshan Sumanathilaka, Nicholas Micallef, Julian Hough et al.
307. **[Sylloscope at SemEval-2026 Task 11: Decoupling Logic from Belief via DeepSeek-Enhanced Distillation in Qwen Models ↗](https://aclanthology.org/2026.semeval-1.184/)**Zhanyu Chen, María Teresa Muñoz Martín, Sem Huisman et al.
308. **[SyntaxMind at SemEval-2026 Task 6: Exploring Transformers and LLMs for Unmasking Political Question Evasions ↗](https://aclanthology.org/2026.semeval-1.419/)**Md. Shihab Uddin Riad
309. **[TFB at SemEval-2026 Task 4: Diagnosing Model Failures in Narrative Understanding ↗](https://aclanthology.org/2026.semeval-1.367/)**Anna Colli, Benedictus Kent Rachmat, Eve Sauvage et al.
310. **[TTLab at SemEval-2026 Task 10: Transformer-based Approaches for Psycholinguistic Conspiracy Detection in Social Media Discourse ↗](https://aclanthology.org/2026.semeval-1.103/)**Samuel Richter, Mounika Marreddy, Alexander Mehler
311. **[TUCNLP at SemEval-2026 Task 11: Neuro-Symbolic Content Stripping for Debiased Syllogistic Reasoning ↗](https://aclanthology.org/2026.semeval-1.423/)**Rafael Butas, Alex Lapusan, Camelia Lemnaru et al.
312. **[Taien at SemEval-2026 Task 9: Multilingual Polarization Detection Using Transformer-based Models ↗](https://aclanthology.org/2026.semeval-1.260/)**Saida Taien, Palash Hossen
313. **[Takoyaki at SemEval-2026 Task 3: Ensembling LLM Predictions using Demonstration Retrieval for Dimensional Aspect-based Sentiment Analysis ↗](https://aclanthology.org/2026.semeval-1.219/)**Kosuke Yamada, Sho Takase, Ryosuke Kohita
314. **[Team BOBW (Best Of Both Worlds) at SemEval-2026 Task 3: Modular Cross-Attention Encoders for Dimensional Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/2026.semeval-1.179/)**Michal Rynowiecki, Rob van der Goot
315. **[Team CV at SemEval-2026 Task 4: Prompting LLMs and Benchmarking Embedding Models for Narrative Story Similarity ↗](https://aclanthology.org/2026.semeval-1.374/)**Chandan Kumar R S, Vinay Ulli
316. **[Team Duo at SemEval-2026 Task 13: Fine-tuning CodeBERT for Out-of-Distribution AI-Generated Code Detection ↗](https://aclanthology.org/2026.semeval-1.265/)**Subhiksha G, Sanjai M, Rajalakshmi Sivanaiah et al.
317. **[Team Evaluators at SemEval-2026 Task 6: Instruction-Tuned LLMs for Clarity and Evasion Classification in Political Interviews ↗](https://aclanthology.org/2026.semeval-1.426/)**Siva Nuthakki, Sanjay Pulagam, Sai Woona
318. **[Team HITS at SemEval-2026 Task 4:Enhancing narrative text embedding model training with hard negatives generation and self-distillation ↗](https://aclanthology.org/2026.semeval-1.338/)**Qian Zhou, Yi Fan, Wei Liu et al.
319. **[Team Habib Disambiguators at SemEval-2026 Task 5: Assessing Semantic Plausibility using Regularized Transformer Fine-Tuning ↗](https://aclanthology.org/2026.semeval-1.269/)**Ahsan Siddiqui, Zohaib Aslam, Ayesha Enayet
320. **[Team HausaNLP at SemEval-2026 Task 4: Narratives via Semantic Embeddings ↗](https://aclanthology.org/2026.semeval-1.7/)**Faisal Adam, Lukman Aliyu, Sani Aji
321. **[Team HausaNLP at SemEval-2026 Task 9: Tackling Class Imbalance in Low-Resource Hausa Polarization Detection ↗](https://aclanthology.org/2026.semeval-1.8/)**Faisal Adam, Sani Aji, Lukman Aliyu et al.
322. **[Team JAT at SemEval-2026 Task 9: Enhancing Polarization Detection with Cross-Lingual Transfer and Feature Fusion ↗](https://aclanthology.org/2026.semeval-1.302/)**Aleksandra Matkowska, Taya Lin, Yu-Chun Chao
323. **[Team Macaroni at SemEval-2026 Task 10: PsyCoMark: Psycholinguistic Conspiracy Marker Extraction and Detection ↗](https://aclanthology.org/2026.semeval-1.50/)**Rofaida Rabehi, Nicolai Plenk, Miriam Han
324. **[Team Poznan at SemEval-2026 Task 13: Detecting Machine-Generated Code with Multiple Programming Languages, Generators, and Application Scenarios ↗](https://aclanthology.org/2026.semeval-1.288/)**Dawid Siera, Anatol Kaczmarek, Wiktor Kamzela et al.
325. **[Team TüLK at SemEval-2026 Task 1: Humor Generation with Qwen and Group Relative Policy Optimization ↗](https://aclanthology.org/2026.semeval-1.67/)**Konrad Brüggemann, Luting Hou
326. **[Team UBSE at SemEval-2026 Task 4: Adapting Generalist Embeddings for Narrative Representations ↗](https://aclanthology.org/2026.semeval-1.258/)**Marius Marogel, Marius Popescu
327. **[Team VYN at SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/2026.semeval-1.223/)**Vishal Thenuwara, Widanalage De Mel, Nisansa De Silva
328. **[Team Vivek Dhayaal at SemEval-2026 Task 13 Subtask B: Multi-Class Authorship Detection ↗](https://aclanthology.org/2026.semeval-1.434/)**David Rodriguez, Mario Graff
329. **[Team YTY at SemEval 2026 task 12: Option-Aware Retrieval and Cross-Encoder Reasoning Framework for Abductive Event Reasoning ↗](https://aclanthology.org/2026.semeval-1.249/)**Junxin Lin, Zhichao Meng, Lianxin Jiang
330. **[Team Yuvan at SemEval-2026 Task 13: Task-Adaptive Ensemble Strategies for AI-Generated Code Detection ↗](https://aclanthology.org/2026.semeval-1.263/)**Yuvan Ramesh, Tongtong Wu
331. **[Team ewelinaksiez at SemEval-2026 Task 11: Reducing Content Bias in Syllogistic Reasoning via Semantic Abstraction ↗](https://aclanthology.org/2026.semeval-1.272/)**Ewelina Księżniak
332. **[Team faisalm3at SemEval-2026 Task 3: From Standard Regression to Distributional Alignment in Dimensional Sentiment Analysis ↗](https://aclanthology.org/2026.semeval-1.35/)**Faisal Adam, Lukman Aliyu, Sani Aji et al.
333. **[Team hugang11 at SemEval-2026 Task 1, Subtask A (Chinese): A CoT-SFT, Teacher-Constructed DPO, and Deterministic Post-processing Pipeline for Humor Generation ↗](https://aclanthology.org/2026.semeval-1.220/)**Gang Hu, Liu Yang, Jing Li
334. **[TeamLasse at SemEval-2026 Task 3: A Hybrid Generative-Discriminative Framework for Dimensional Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/2026.semeval-1.273/)**Lasse Strothe
335. **[TeamOmega at SemEval-2026 Task 13: Frozen vs. Trainable Representations for Out-of-Distribution AI-Generated Code Detection: A CodeBERT Fine-Tuning Study ↗](https://aclanthology.org/2026.semeval-1.255/)**Nahid Niyaz Shovon, Md. Naim Parvez
336. **[TeamSLS at SemEval-2026 Task 13: Detecting Machine-Generated Code with CodeBERT and Structural Features ↗](https://aclanthology.org/2026.semeval-1.318/)**Sai Laasya Gorantla, Shreemithra Naveen, Steven Bethard
337. **[TechSSN at SemEval-2026 Task 8: MTRAG Retrieval and Generation using Ensemble Re-encoders and Anchor Prompting ↗](https://aclanthology.org/2026.semeval-1.267/)**Anne Jacika J, Anishka K, Guruprakash K et al.
338. **[TeleAI at SemEval-2026 Task 13: Data-Centric Full-Parameter Fine-Tuning with Multi-Level Ensembling for Generated Code Detection ↗](https://aclanthology.org/2026.semeval-1.38/)**Shiquan Wang, Fang Yu, Shuangyong Song et al.
339. **[TeleAI at SemEval-2026 Task 3: Large Language Models for Dimensional Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/2026.semeval-1.233/)**Yan Zhou, Wangshicheng Wang, Shiquan Wang et al.
340. **[TeleAI at SemEval-2026 Task 4: Few-Shot Narrative Similarity Modeling for Classification and Ranking ↗](https://aclanthology.org/2026.semeval-1.164/)**Weiwei Fu, Shiquan Wang, Ruiyu Fang et al.
341. **[TeleAI at SemEval-2026 Task 6: A Confidence-Aware Multi-Stage Reasoning Framework with Chain-of-Thought ↗](https://aclanthology.org/2026.semeval-1.206/)**Lingling Shi, Haoyu Jin, Shiquan Wang et al.
342. **[The Argonauts at SemEval 2026 Task 6: Large Language Models for Response Clarity Classification: Prompting, Fine-Tuning, and Data-Centric Approaches ↗](https://aclanthology.org/2026.semeval-1.344/)**Sajib Bhattacharjee, Sha Newaz Mahmud, Md. Refaj Hossan et al.
343. **[The Argonauts at SemEval-2026 Task 9: Multilingual Polarization Detection and Classification Using LLM Prompting and Transformer Fine-Tuning ↗](https://aclanthology.org/2026.semeval-1.366/)**Sha Newaz Mahmud, Sajib Bhattacharjee, Md. Refaj Hossan et al.
344. **[The Classics at SemEval-2026 Task 3: Combining Transformer Models and LLM-Generated Annotations for Dimensional Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/2026.semeval-1.334/)**Rafif Alshawi, Amit Raj, Aleksey Kudelya et al.
345. **[The Counterfactuals at SemEval-2026 Task 9: Can Counterfactually-Inspired Preprocessing help Detect Polarization? ↗](https://aclanthology.org/2026.semeval-1.57/)**Teagan Johnson
346. **[ThinkVision at SemEval-2026 Task 6: A Transformer-Based Ensemble System for Clarity Detection ↗](https://aclanthology.org/2026.semeval-1.248/)**Gourav Ghanshyam Purohit, Praveen Swami, Shriyans S Sahoo et al.
347. **[Thiyaga6851 at SemEval-2026 Task 11: Disentangling Content and Formal Reasoning in Large Language Models using Neuro-Symbolic Mapping ↗](https://aclanthology.org/2026.semeval-1.276/)**Thiyagarajaa Pk, Thenmozhi D.
348. **[Tifin India at SemEval-2026 Task 5: Semantic Bridge: Augmented Encoding for Word Sense Plausibility ↗](https://aclanthology.org/2026.semeval-1.388/)**Pawan Rajpoot
349. **[Tralaleros at SemEval-2026 Task 9: Multilingual Polarization Detection with Transformer-based Models ↗](https://aclanthology.org/2026.semeval-1.51/)**Adrian Dahl, Bado Völckers, Adam Mierzwa
350. **[TransformerTrio at SemEval-2026 Task 13: Navigating Domain Shift and Representation Instability in Machine-Generated Code Detection ↗](https://aclanthology.org/2026.semeval-1.140/)**Avi Patel, Manthan Laddha, Pushti Sapovadiya et al.
351. **[Truth Gradient at SemEval-2026 Task 10:Conspiracy Belief Detection via Narrative Density and Mean Pooling ↗](https://aclanthology.org/2026.semeval-1.424/)**Ekansh Goyal
352. **[Tübingen-CL at SemEval-2026 Task 12: Reinforcement Learning and Verification for Abductive Reasoning ↗](https://aclanthology.org/2026.semeval-1.330/)**Bolun Liang, Ayperi Khudaybergenova, Shashikala Kankanamge
353. **[UAlberta at SemEval-2026 Task 2: Temporal Fusion Models for Predicting Affect Over Time ↗](https://aclanthology.org/2026.semeval-1.87/)**Duc Ho, Khanh Bui, Daniela Teodorescu et al.
354. **[UAlberta at SemEval-2026 Task 5: Disambiguating Stories via Task Decomposition ↗](https://aclanthology.org/2026.semeval-1.340/)**David Basil, Junhyeon Cho, Chirooth Girigowda et al.
355. **[UCSC NLP at SemEval-2026 Task 10: Boundary-Aware Span Extraction and RoBERTa Classification for Conspiracy Detection ↗](https://aclanthology.org/2026.semeval-1.194/)**Dom Marhoefer, Milos Suvakovic, Glenn Grant-Richards et al.
356. **[UCSC-NLP at SemEval-2026 Task 13: Multi-View Generalization and Diagnostic Analysis of Machine-Generated Code Detection ↗](https://aclanthology.org/2026.semeval-1.311/)**Kargi Chauhan, Sadiba Nusrat
357. **[UFAL-CUNI at SemEval-2026 Task 11: An Efficient Modular Neuro-symbolic Method for Syllogistic Reasoning ↗](https://aclanthology.org/2026.semeval-1.418/)**Ivan Kartac, Kristyna Onderkova, Jan Bronec et al.
358. **[UFG-Semantic at SemEval-2026 Task 6: CLARITY - Unmasking Political Question Evasions ↗](https://aclanthology.org/2026.semeval-1.300/)**Aline Hamano, Beatriz Felicio, Henrique Galvão et al.
359. **[UIT-AMMC at SemEval-2026 Task 13: Exploiting Structural Formatting Signatures for Robust AI-Generated Code Detection ↗](https://aclanthology.org/2026.semeval-1.60/)**Cuong Pham, Minh Nguyen, Minh Le et al.
360. **[UIT-Polar at SemEval-2026 Task 9 Detecting Multilingual, Multicultural and Multievent Online Polarization ↗](https://aclanthology.org/2026.semeval-1.19/)**Hoàn Trần
361. **[UKPPsycontrol at SemEval-2026 Task 2: Modeling Valence and Arousal Dynamics from Text ↗](https://aclanthology.org/2026.semeval-1.76/)**Darya Hryhoryeva, Amaia Zurinaga, Hamidreza Jamalabadi et al.
362. **[UMUSP at SemEval-2026 Task 9: Mitigating Cross-Lingual Interference via Selective Multilingual and Multitask Specialization ↗](https://aclanthology.org/2026.semeval-1.401/)**Julio Cesar Alves Araujo Fuganti, Tulio Ferreira Leite da Silva, Adelino Gala et al.
363. **[UMUTeam at SemEval-2026 Task 10: Transformer Ensembles for Conspiratorial Span Extraction and Detection ↗](https://aclanthology.org/2026.semeval-1.69/)**Jorge Gómez-Navalón, Ronghao Pan, Tomás Bernal-Beltrán et al.
364. **[UMUTeam at SemEval-2026 Task 6: Soft-Voting Transformer Ensembles for Detecting and Classifying Response Ambiguity in Political Discourse ↗](https://aclanthology.org/2026.semeval-1.68/)**Tomás Bernal-Beltrán, Ronghao Pan, Jorge Gómez-Navalón et al.
365. **[UNED at SemEval-2026 Task 9: Sentiment-Aware Transformer Models with Back-Translation Augmentation for Online polarisation Detection ↗](https://aclanthology.org/2026.semeval-1.176/)**Victor Garcia Sanabria, Alvaro Rodrigo, Roberto Centeno
366. **[UNF-BMI at SemEval-2026 Task 3: Research Domain Criteria-Guided Large Language Models for Dimensional Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/2026.semeval-1.321/)**Athlene Jones, Vishwaa Shah, Indika Kahanda
367. **[UPR at SemEval-2026 Task 9: Multi-Label Classification of Polarization Across Social Dimensions and Manifestation Identification in Urdu ↗](https://aclanthology.org/2026.semeval-1.333/)**Mtayyaba Shahzad, Inzmam Khadam, Zaufishan Mahmood et al.
368. **[UPR at SemEval-2026 Task 9: Polarization Detection in Urdu with Language-Specific Transformer and Data Augmentation ↗](https://aclanthology.org/2026.semeval-1.332/)**Alishba Wazir, Muhammad Asad Khan, Junaid Rashid et al.
369. **[UTD-HLTRI at SemEval 2026 Task 4: Reasoning like an Expert for Inferring Narrative Similarity ↗](https://aclanthology.org/2026.semeval-1.433/)**Rakshitha Rao Ailneni, Maitry Bhavsar, Sanda Harabagiu
370. **[UTD-HLTRI at SemEval-2026 Task 7: Bridging Cultural Knowledge Gaps in LLMs via Web-Augmented Context ↗](https://aclanthology.org/2026.semeval-1.335/)**Mohammad Marufur Rahman, Rakshitha Rao Ailneni, Sanda Harabagiu
371. **[UTRAG at SemEval-2026 Task 8: History-Aware Query Rewriting and LoRA-Finetuned Generation for Multi-Turn RAG ↗](https://aclanthology.org/2026.semeval-1.237/)**Ke Zhou, Yi-Shan Lin
372. **[UTokyo Tsuruoka Lab at SemEval-2026 Task 9: Efficient Single Forward Pass Inference for Multi-Label Polarization Classification ↗](https://aclanthology.org/2026.semeval-1.211/)**Howard Tangkulung, Yoshimasa Tsuruoka
373. **[UWB at SemEval-2026 Task 5: Synsets and their contexts ↗](https://aclanthology.org/2026.semeval-1.106/)**Stephen Taylor
374. **[Unibuc-NLP at SemEval-2026 Task 10: Unmasking Conspiracies with Pre-Trained Language Models ↗](https://aclanthology.org/2026.semeval-1.178/)**Teodor-George Marchitan, Liviu Dinu
375. **[VAP-GameController at SemEval-2026 Task 2: Lexical-based and Emotion-Aware Approaches for Longtitudinal Emotion Prediction ↗](https://aclanthology.org/2026.semeval-1.37/)**Huy Le, Truong Phu, Trung Tran et al.
376. **[VARH-AI at SemEval-2026 Task 10: Exploiting Architectural Diversity with Transformer-SSM Ensembles and Confidence-Based Iterative Refinement for Conspiracy Detection ↗](https://aclanthology.org/2026.semeval-1.138/)**Hritav Solanki, Shubham Sharma, Manish Prasad et al.
377. **[VGU-M.Tech-AI at SemEval-2026: Multilingual Multi-Label Classification of Online Polarization Types via Weighted Transformer Fine-Tuning and Adaptive Per-Label Threshold Optimization ↗](https://aclanthology.org/2026.semeval-1.183/)**Abdulkadir Bichi, Jyoti Shekhawat
378. **[VerbaNex AI at SemEval-2026 Task 2: DeBERTa for Longitudinal Valence and Arousal Prediction ↗](https://aclanthology.org/2026.semeval-1.92/)**Melissa Moreno, Juan Carlos Martinez Santos, Edwin Puertas
379. **[VerbaNexAI at SemEval-2026 Task 4: Two-Stage Narrative Similarity via Fine-Tuned Bi-Encoder with MLP Ensemble ↗](https://aclanthology.org/2026.semeval-1.392/)**Pablo Pertuz-Duran, Edwin Puertas, Juan Carlos Martinez Santos et al.
380. **[VerbaNexAI at SemEval-2026 Task 5: Few-Shot Chain-of-Thought with Selective Self-Consistency and Isotonic Calibration for Word Sense Plausibility Rating ↗](https://aclanthology.org/2026.semeval-1.190/)**Daniel Peña Gnecco, Edwin Puertas, Juan Carlos Martinez Santos et al.
381. **[VerbaNexAI at SemEval-2026 Task 6: Automatic Detection of Political Evasion through Hierarchical Classification with RoBERTa Large ↗](https://aclanthology.org/2026.semeval-1.185/)**Jeison Jimenez Alvear, Deyson Gómez Sánchez, Juan Carlos Martinez Santos et al.
382. **[VerbaNexAI at SemEval-2026 Task 7: Integrating Web Snippets and RAG for the Evaluation of Multilingual Cultural Knowledge in LLMs ↗](https://aclanthology.org/2026.semeval-1.123/)**Danileth Almanza, Jairo Serrano, Edwin Puertas et al.
383. **[WWTC@UniA at SemEval-2026 Task 13: BERT-based Code Authorship Detection and Qualitative Analysis ↗](https://aclanthology.org/2026.semeval-1.298/)**Linda Kupfer, Lisa Hader, Christian Jaumann et al.
384. **[X-NLP at SemEval-2026 Task 12: Prompting LLMs for Abductive Event Reasoning ↗](https://aclanthology.org/2026.semeval-1.289/)**Caelen Mattie, Patrick Bowen, Milton King
385. **[XiaoM at SemEval-2026 Task 7: A Qwen-based System for Accurate Retrieval of Everyday Knowledge Across Diverse Languages and Cultures ↗](https://aclanthology.org/2026.semeval-1.213/)**Xiao Yao, Liang Yang
386. **[XplaiNLP at SemEval-2026 Task 1: BVAHAHA - Benign Violation Algorithm for Humor and Harmless Absurdity ↗](https://aclanthology.org/2026.semeval-1.195/)**Berk Bubus, Nebi Soyal, Vera Schmitt et al.
387. **[YEZE at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization via Heterogeneous Ensembling ↗](https://aclanthology.org/2026.semeval-1.235/)**Fengze Guo, Yue Chang
388. **[YNJTC at SemEval-2026 Task 11: A Neuro-Symbolic Hybrid Pipeline for Content-Independent Syllogistic Reasoning ↗](https://aclanthology.org/2026.semeval-1.54/)**Junhao Fu, Yun He, Lina Zhao et al.
389. **[YNU-ABSA at SemEval-2026 Task 3: A Unified Pipeline for Continuous and Structured Dimensional ABSA ↗](https://aclanthology.org/2026.semeval-1.150/)**Qimao He, Xiaobing Zhou
390. **[YNU-HPCC at SemEval-2026 Task 10: Pretrained DistilBERT Models for Conspiracy Marker Extraction and Detection ↗](https://aclanthology.org/2026.semeval-1.105/)**Junpei Chen, You Zhang, Jin Wang et al.
391. **[YNU-HPCC at SemEval-2026 Task 11: Mitigating Content Effects in Syllogistic Reasoning with Qwen2-1.5B-Instruct and XLM-RoBERTa-Large for English and Multilingual TasksMultilingual Tasks ↗](https://aclanthology.org/2026.semeval-1.40/)**Rongchuan Luo, Jin Wang, Xuejie Zhang
392. **[YNU-HPCC at SemEval-2026 Task 12: Retrieval-Guided Reasoning with Teacher Distillation for Abductive Event Reasoning ↗](https://aclanthology.org/2026.semeval-1.30/)**Yuwei Sun, Jin Wang, Xuejie Zhang
393. **[YNU-HPCC at SemEval-2026 Task 13: Robust Machine-Generated Code Detection under Distribution Shifts ↗](https://aclanthology.org/2026.semeval-1.205/)**Lixian Xing, Jin Wang, Xuejie Zhang
394. **[YNU-HPCC at SemEval-2026 Task 1: Constraint-Aware In-Context Learning for Multilingual Humor Generation ↗](https://aclanthology.org/2026.semeval-1.96/)**Xulong Zhang, Jin Wang, Xuejie Zhang
395. **[YNU-HPCC at SemEval-2026 Task 2: Contrastive Calibration and Temporal Modeling for Continuous Valence-Arousal Prediction ↗](https://aclanthology.org/2026.semeval-1.43/)**Xin Lan, Jin Wang, Xuejie Zhang
396. **[YNU-HPCC at SemEval-2026 Task 4: Narrative Similarity via Multi-Perspective E5-Mistral and Embedding Routing ↗](https://aclanthology.org/2026.semeval-1.63/)**Feiyang Song, Jin Wang, Xuejie Zhang
397. **[YNU-HPCC at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding ↗](https://aclanthology.org/2026.semeval-1.159/)**Mingyu Bai, Jin Wang, Xuejie Zhang
398. **[YNU-HPCC at SemEval-2026 Task 6: Hierarchical Taxonomy Prompting and CoT Distillation for Political Clarity Classification ↗](https://aclanthology.org/2026.semeval-1.45/)**Canning Wen, Jin Wang, Xuejie Zhang
399. **[YNU-HPCC at SemEval-2026 Task 8: Parallel Generation and Multi-Metric Reranking for Faithful Extractive RAG ↗](https://aclanthology.org/2026.semeval-1.130/)**Bo Li, You Zhang, Jin Wang et al.
400. **[YNU-HPCC at SemEval-2026 Task 9: Hybrid Augmentation and Regularization Strategies for Multilingual Polarization Type Classification ↗](https://aclanthology.org/2026.semeval-1.99/)**Di Bao, Jin Wang, Xuejie Zhang

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