Papers
SCUZANE at SemEval-2026 Task 3: Dimensional Aspect-based Sentiment Analysis with Supervised Contrastive Regression and R-Drop Regularization
Ziang Zhou, Xiangmei He, Chenhongyi Bai
Team YTY at SemEval 2026 task 12: Option-Aware Retrieval and Cross-Encoder Reasoning Framework for Abductive Event Reasoning
Junxin Lin, Zhichao Meng, Lianxin Jiang
ThinkVision at SemEval-2026 Task 6: A Transformer-Based Ensemble System for Clarity Detection
Gourav Ghanshyam Purohit, Praveen Swami, Shriyans S Sahoo et al.
ICT-NLP at SemEval-2026 Task 1: Humor Generation via RAG-based Augmentation and Multi-LLM Internal-External Voting
Wutao Shen, Liyuan Huang, Jiawei He et al.
SRCB at SemEval-2026 Task 5 A Multi-Target Finetuning Framework for Large Language Models with Joint Regression and Text Generation
Yuming Zhang, Junyu Zhou, Hongyu Li et al.
0704mis at SemEval-2026 Task 11: Single-Call Joint Abstraction for Robust Neuro-Symbolic Retrieval
Ishita Gupta, Dhruv Goyal, Jatin Bedi
RAGonauts at SemEval-2026 Task 8: BM25 Retrieval with Last-Turn Query Formulation for Multi-Turn RAG Conversations
Rajalakshmi Sivanaiah, Angel Deborah S, Karthik Raja C et al.
NCL-UoR at SemEval-2026 Task 5: Embedding-Based Methods, Fine-Tuning, and LLMs for Word Sense Plausibility Rating
Tong Wu, Thanet Markchom, Huizhi(elly) Liang
NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression
Tong Wu, Nicolay Rusnachenko, Huizhi(elly) Liang
Semantic Vectors at SemEval-2026 Task 9: Robust Multilingual Polarization Detection via Dual-Encoder Fusion and Expert Ensembling
Ankit Dash, Priyanshu Mittal, Piyush Prashant et al.
CLaC at SemEval-2026 Task 6: Response Clarity Detection in Political Discourse
Nawar Turk, Lucas Miquet-Westphal, Leila Kosseim
ChulaNLP at SemEval-2026 Task 6: A Hybrid BERT-LLM Framework for Political Response Clarity and Evasion Detection
Wisarut Peerachaidecho, Attapol Rutherford
L3IRIT at SemEval-2026 Task 4: Learning Narrative Similarity from Aligned Film Plot Summaries
Ahmed Hamdi, Emanuela Boros, Jose G. Moreno et al.
TeleAI at SemEval-2026 Task 3: Large Language Models for Dimensional Aspect-Based Sentiment Analysis
Yan Zhou, Wangshicheng Wang, Shiquan Wang et al.
ConTexT at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding
Fakeha Faisal, Rubab Shah, Syeda Zaidi et al.
SLPGFJWUInsa at SemEval-2026 Task 1: Enhancing Linguistic Creativity for English Text-Based Humor
Insa Abbas, Sadaf Abdul Rauf
hermeneutichools at SemEval-2026 Task 4: Multiperspectivity as a Resource for Narrative Similarity Prediction
Max Upravitelev, Veronika Solopova, Jing Yang et al.
d-itlab at SemEval-2026 Task 12: Per-Option Surprisal and Multi-Stage Gating for Precision-Oriented Causal Reasoning
Yasunori Terao, Yuuki Tachioka
RAGTUM at SemEval-2026 Task 8: Contextual Query Rewriting and Dense Retrieval for Multi-Turn RAG
Finn Wigger, Maximilian Podolsky, Merle Wilmink et al.