Papers
FLANS at SemEval-2026 Task 7: RAG with Open-Sourced Smaller LLMs for Everyday Knowledge Across Diverse Languages and Cultures
Liliia Bogdanova, Shiran Sun, Lifeng Han et al.
Comhis at SemEval-2026 Task 4: Embedding-Space Adaptation and LLM-Assisted Inference for Narrative Similarity
Ke Shu, Eetu Mäkelä, Mikko Tolonen
Lattice at SemEval-2026 Task 1: Why did the prompt engineer break up with their LLM? Because zero-shot was zero-fun.
Mathieu Dehouck, Olga Seminck, Marine Delaborde et al.
SMASH at SemEval-2026 Task 9: Detecting Multilingual Polarisation with Encoder Ensembles and Calibrated Decision Thresholds
Zahra Bokaei, Alessandra Terranova, Yi Zheng et al.
JCT 2026 - SemEval Task 5
Chava Laufer, Batel Turjeman, Chaya Liebeskind
SemEval-2026 Task 12: Knowledge Graph with hyperbolic embedding in Abductive Event Reasoning
Mingkai Wang, Varun Ojha, Huizhi Liang
Gradient Descenders at SemEval-2026 Task 9: Data-Centric Counterfactual Augmentation for Multi-Label Hate Speech Detection
Tran Phuoc Thanh Nhan, Dang Van Thin
Pixel Phantoms at SemEval-2026 Task 3: Language-Specific Transformer Regression for Dimensional Aspect-Based Sentiment Analysis
Jithu Morrison S, Abisha Rose S
BAHAHA at SemEval-2026 Task 1: Benchmarking-Aware Humor Authoring with Hybrid Assessment and Adaptation
Utsav Arora, Andrew Hoblitzell
SwanNLP at SemEval-2026 Task 5: An LLM-based Framework for Plausibility Scoring in Narrative Word Sense Disambiguation
Deshan Sumanathilaka, Nicholas Micallef, Julian Hough et al.
AIvengers at SemEval-2026 Task 9: Utilizing Language Specific Encoders for Multilingual Text Classification
Boon Elschenbroich, Lars Britz
UWB at SemEval-2026 Task 5: Synsets and their contexts
Stephen Taylor
YNU-HPCC at SemEval-2026 Task 10: Pretrained DistilBERT Models for Conspiracy Marker Extraction and Detection
Junpei Chen, You Zhang, Jin Wang et al.
Humor Generation – Text-based Humor Generation (English)
Hemeshkumar Parthiban, Priyadharsini R
TTLab at SemEval-2026 Task 10: Transformer-based Approaches for Psycholinguistic Conspiracy Detection in Social Media Discourse
Samuel Richter, Mounika Marreddy, Alexander Mehler
ES4MLL at SemEval-2026 Task 2: Set Attention Aggregation and Recurrent Temporal Modeling for Longitudinal Affect Prediction
Andrea Lolli, Chiara Lunazzi, Riccardo Coppola et al.
Paradise at SemEval-2026 Task 5: On the Limitations of Surface-Level Features for Graded Word Sense Plausibility Prediction
Dhruv Goyal, Ishita Gupta, Jatin Bedi
Paradise at SemEval-2026 Task 12: Leveraging Instruction-Tuned Large Language Models with Chain-of-Thought Prompting for Abductive Event Reasoning
Dhruv Goyal, Ishita Gupta, Jatin Bedi
McMaster NLP at SemEval-2026 Task 2: A Lightweight Multi-Feature System for Predicting Emotional Valence and Arousal over Time
Hongyi Zhang, Daniel Hu, Allison Lahnala
Perspicere at SemEval-2026 Task 2: Modeling Longitudinal Valence and Arousal via Dense Embeddings and Agentic Reasoning
Kamyar Moradian Zehab, Mohammad Sadegh Poulaei, Nasser Mozayani
YNU-HPCC at SemEval-2026 Task 1: Constraint-Aware In-Context Learning for Multilingual Humor Generation
Xulong Zhang, Jin Wang, Xuejie Zhang