Papers
YNU-HPCC at SemEval-2026 Task 6: Hierarchical Taxonomy Prompting and CoT Distillation for Political Clarity Classification
Canning Wen, Jin Wang, Xuejie Zhang
PICT at SemEval-2026 Task 3: A Transformer-Based System for Dimensional Aspect-Aware Sentiment Regression with Weighted Layer Pooling
Aditya Bhalgat, Omkar Jagtap, Anupama Phakatkar
YNU-HPCC at SemEval-2026 Task 2: Contrastive Calibration and Temporal Modeling for Continuous Valence-Arousal Prediction
Xin Lan, Jin Wang, Xuejie Zhang
PuerAI at SemEval-2026 Task 5: Homograph Appropriateness Assessment via DeBERTa Contrastive Regression and Contextual Grouping
Jiaxu Dao, Zhuoying Li, Hangchao Ma et al.
CodeHunters at SemEval-2026 Task 13: Detecting Machine-Generated Code with Multiple Programming Languages, Generators, and Application Scenarios
Daniel-Antoniu Dumitru, Simina Lazăr, Nicoleta Danilă (amargheoalei) et al.
TeleAI at SemEval-2026 Task 13: Data-Centric Full-Parameter Fine-Tuning with Multi-Level Ensembling for Generated Code Detection
Shiquan Wang, Fang Yu, Shuangyong Song et al.
VAP-GameController at SemEval-2026 Task 2: Lexical-based and Emotion-Aware Approaches for Longtitudinal Emotion Prediction
Huy Le, Truong Phu, Trung Tran et al.
wangkongqiang at SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures
Wang Kongqiang, Zhang Peng, Tan Qingli
Team faisalm3at SemEval-2026 Task 3: From Standard Regression to Distributional Alignment in Dimensional Sentiment Analysis
Faisal Adam, Lukman Aliyu, Sani Aji et al.
HU at SemEval-2026 Task 6: A Hybrid Discriminative Modeling of Political Clarity and Evasion
Taha Munawar, Basil Khan, Arsal Jangda et al.
MarSan at SemEval-2026 Task 4: Narrative Similarity via Sentence-BERT Metric Learning with Triple-Derived Losses
Maryam Najafi, Ehsan Tavan, Simon Colreavy
Sifei at SemEval-2026 Task 8: Hybrid Retrieval and Query Rewriting for Multi-Turn RAG
Sifei Meng, Dmitry Ilvovsky
Emo-tica at SemEval-2026 Task 2: Trait–State Affect Forecaster for Longitudinal Valence and Arousal
Sadia Noor, Mehwish Fatima
YNU-HPCC at SemEval-2026 Task 12: Retrieval-Guided Reasoning with Teacher Distillation for Abductive Event Reasoning
Yuwei Sun, Jin Wang, Xuejie Zhang
OZemi at SemEval-2026 Task 9: A Cross-Lingual Approach to Online Text Polarization Classification Using Multilingual Models and Adaptive Loss Formulation
Hidetsune Takahashi, Eleale Nusi Tee, Aika Yu et al.
CITD@UIT at SemEval-2026 Task 2: Temporal Mixture-of-Experts for Longitudinal Valence and Arousal Prediction from Ecological Essays
Son The Phuong, My Thuy-Tra Ngo, Tri Minh Dao et al.
CSIRO-LT at SemEval-2026 Task 2: In-the-Wild Valence and Arousal Forecasting on Ecological Text Time Series
Jiyu Chen, Necva Bölücü, Sarvnaz Karimi et al.
CYUT at SemEval-2026 Task 3: Multi-Task Dimensional Aspect Sentiment Regression with Polar Multi-Zone Labeling in VA Space
Shih-Hung Wu, Xian-Yan Chen, Yi-Min Jian
Narrative Team at SemEval-2026 Task 4: Two-Stage Contrastive Learning for Narrative Similarity Assessment
Tatiana Khaidukova, Ana Ciobanu, Daniela Gifu et al.