Papers
LingoResearchGroup at SemEval-2026 Task 9: Evaluating Prompt Variants for Polarization Detection
Pritam Kadasi, Anuj Tiwari, Mayank Singh
DANGNT@SGU at SemEval-2026 Task 1: A Two-Stage Mistral Generator with DistilBERT Reranking for English Humor Generation
Tan Loc Nguyen, Dang Tuan Nguyen
Team CV at SemEval-2026 Task 4: Prompting LLMs and Benchmarking Embedding Models for Narrative Story Similarity
Chandan Kumar R S, Vinay Ulli
uva-irlab-conv at SemEval-2026 Task 8: Multi-Turn RAG with Learned Sparse Retrieval and Listwise Reranking
Simon Lupart, Kidist Mekonnen, Zahra Abbasiantaeb et al.
MINDS at SemEval-2026-Task 1: Enhancing Humor Generation through RAG and Synthetic DPO Alignment
Sina Eskandari, Seyed Amirreza Mousavi, Amirreza Rahimi et al.
ZYC at SemEval-2026 Task 5: Application of BERT-based Contextual Embeddings Similarity for WSD
Sunny Zhou, Jordan Youner, Dean Cahill
INFOTEC-NLP at SemEval-2026 Task 9: Comparing Regional Transformers and Bag-of-Words Approaches for Polarization Detection in Spanish
Eduardo C. C. Hernandez-Garcia, Guillermo Ruiz, Mario Graff
DeltaSHAP: a Shapley Value Framework for Interpreting Political Ambiguity
Sven-Alexander Gal, Rodica-Ioana Lung
TFB at SemEval-2026 Task 4: Diagnosing Model Failures in Narrative Understanding
Anna Colli, Benedictus Kent Rachmat, Eve Sauvage et al.
The Argonauts at SemEval-2026 Task 9: Multilingual Polarization Detection and Classification Using LLM Prompting and Transformer Fine-Tuning
Sha Newaz Mahmud, Sajib Bhattacharjee, Md. Refaj Hossan et al.
ssurface3 at SemEval-2026 Task 3: Efficient Methods for Multilingual Dimensional Aspect-Based Sentiment Analysis
Anatolii Frolov, Elisei Rykov
Dawn at SemEval-2026 Task 8: Structured Control Decomposition for Faithful Multi-Turn Retrieval-Augmented Generation
Feiling Li, Xiaoya Qi, Xunyue Wang et al.
NLP-CIMAT at SemEval-2026 Task 9: LLM-Based One-Shot and Cross-Lingual Data Augmentation for Polarization Detection
Miriam Calderon-Reyes, Fernando Sanchez-Vega, Adrian Pastor Lopez Monroy
Osint at SemEval-2026 Task 13: A Distribution-Aware Framework for Machine-Generated Code Detection and Multi-Source Authorship Attribution
Shifali Agrahari, Abhishek Anand, Shubham Kannaujiya et al.
CUETClashing at SemEval-2026 Task 1: Multilingual Joke Generation Under Lexical and Topical Constraints Using Small Instruction-Tuned LLMs
Madiha Ahmed Chowdhury, Lamia Khan, Faozia Fariha et al.
CausalMinds at SemEval-2026 Task 12: Simple Fine-Tuning with Option Shuffling Outperforms Complex Pipelines for Abductive Event Reasoning
Vidur Gupta, Xiaofei Zhao, Jason Shaye
DigiS-FBK at SemEval-2026 Task 9: Multi-task Learning for Multilingual and Cross-cultural Polarization Classification
Veronica Orsanigo, Alan Ramponi, Elisa Leonardelli
Multi-Label Polarization Classification with twHIN-BERT and SCUT Threshold Optimization
Ilinca Vandici, Ådne Jøssing, Lukas Viestädt
Narrative Nexus at SemEval-2026 Task 4: Modeling Narrative Similarity via Instruction-Based Fine-Tuning and Synthetic Data Augmentation
Haotan Guo, Hongbin Na, Zimu Wang et al.