SemEval 2026

455 papers

Draken at SemEval-2026 Task 2: Frozen BERT Embeddings with Ridge Regression for Predicting Emotional Valence and Arousal

Rajalakshmi Sivanaiah, Angel Deborah S, Krishna Varun R, Krishnaraj N

YNJTC at SemEval-2026 Task 11: A Neuro-Symbolic Hybrid Pipeline for Content-Independent Syllogistic Reasoning

Junhao Fu, Yun He, Lina Zhao, Weijuan Li

PUEB-DimASR at SemEval-2026 Task 3: Escaping the Mean Regression Trap with Graph-Enhanced Transformers for Dimensional Aspect-Based Sentiment Regression

Oskar Riewe-Perła, Agata Filipowska

Dream at SemEval-2026 Task 13: SALSA for Single-Pass Machine-Generated Code Detection

Ruslan Berdichevsky, Shai Nahum-Gefen, Elad Ben-Zaken

Tralaleros at SemEval-2026 Task 9: Multilingual Polarization Detection with Transformer-based Models

Adrian Dahl, Bado Völckers, Adam Mierzwa

Team Macaroni at SemEval-2026 Task 10: PsyCoMark: Psycholinguistic Conspiracy Marker Extraction and Detection

Rofaida Rabehi, Nicolai Plenk, Miriam Han

NLP-FSDM at SemEval-2026 Task 2: Temporal Smoothing and CCC-MAE Optimization for Balanced Longitudinal Affect Assessment

Abdessamad Benlahbib, Zouhir Essalmani, Achraf Boumhidi, Anass Fahfouh, Hamza Alami

DUTIR at SemEval-2026 Task 8: A Hybrid Retrieval and Faithfulness-Guarded Framework for Multi-Turn RAG

Jin Yang, Yichong Chen, Liang Yang

mcdok at SemEval-2026 Task 13: Finetuning LLMs for Detection of Machine-Generated Code

Adam Skurla, Dominik Macko, Jakub Simko

mdok-style at SemEval-2026 Task 9: Finetuning LLMs for Multilingual Polarization Detection

Dominik Macko, Alok Debnath, Jakub Simko

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

SRCB at SemEval-2026 Task 3: Boosting DimASR via Contrastive LLM-Based Data Augmentation

Hongyu Li

PuerAI at SemEval-2026 Task 5: Homograph Appropriateness Assessment via DeBERTa Contrastive Regression and Contextual Grouping

Jiaxu Dao, Zhuoying Li, Hangchao Ma, Jinli Tong, Xiaoli Lan

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

Rongchuan Luo, Jin Wang, Xuejie Zhang

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), Daniela Gifu, Diana Trandabat

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, Yongxiang Li, Xuelong Li

VAP-GameController at SemEval-2026 Task 2: Lexical-based and Emotion-Aware Approaches for Longtitudinal Emotion Prediction

Huy Le, Truong Phu, Trung Tran, Nga Nguyen, Monojit Choudhury

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, Abdulhamid Abubakar, Aliyu Rabiu Shuaibu

HU at SemEval-2026 Task 6: A Hybrid Discriminative Modeling of Political Clarity and Evasion

Taha Munawar, Basil Khan, Arsal Jangda, Sarfaraz Baig, Sandesh Kumar

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

cclin at SemEval-2026 Task 2 : SLM-Enhanced Lightweight Multi-BERT Ensemble for Longitudinal Affect Assessment

Jing-Jun Lin

Hidetsune at SemEval-2026 Task 11: Adapting Pretrained Reasoning Models with Deep Supervision and Inference Refinement for Content-Independent Validity Classification

Hidetsune Takahashi

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, Ruri Furukawa, Sooeun Kim

Hidetsune at SemEval-2026 Task 10: A Systematic Exploration of Training and Inference Strategies for Detecting Conspiracy Beliefs

Hidetsune Takahashi

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, Duc-Vu Nguyen

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, Diego Molla, Cecile Paris

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, Diana Trandabat

"AGI” Team at SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays

Harsh Rathva

wangkongqiang at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization

Wang Kongqiang, Tan Qingli

UIT-Polar at SemEval-2026 Task 9 Detecting Multilingual, Multicultural and Multievent Online Polarization

Hoàn Trần

CuriosAI at SemEval-2026 Task 2: Predicting Emotion using RoBERTa-large model

Fumika Beppu, Hiroki Takushima, Aiswariya Manoj, Daichi Yamaga, Yuki Shibata

Lakksh at SemEval-2026 Task 11(1 & 2): Neuro-Symbolic Decomposition to Mitigate Content Bias in Syllogistic Reasoning

Lakksh Sharma, Krish Sharma, Jatin Bedi

kevinyu66 at SemEval-2026 Task 3: A Retrieval-Augmented LLM System for Aspect–Opinion Triplet Extraction

Kuanlin Yu, Wen-Ni Liu

lmfaoooo at SemEval-2026 Task 1: Humor Is an Audience. Preference Modeling for Constrained Humor Generation

Alexey Tikhonov, Alexey Ivanov

zhangpeng at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization

Zhang Peng, Lu Gehao

JCT at SemEval-2026 Task 1: Let the Best Joke Win - A Generate - and-Rank Approach to Constrained Humor

Batya Schechter, Sarah Barzel, Chaya Liebeskind

wangkongqiang at SemEval-2026 Task 1: MWAHAHA- Competition on Humor Generation

Wang Kongqiang, Zhang Peng, Tan Qingli

QuadAI at SemEval-2026 Task 3: Ensemble Learning of Hybrid RoBERTa and LLMs for Dimensional Aspect-Based Sentiment Analysis

A.J.W. de Vink, Filippos Karolos Ventirozos, Natalia Amat-Lefort, Lifeng Han

ModusPonens at SemEval-2026 Task 11: Breaking the Plausibility Trap in LLMs via Conflict-Aware Ensembling

Soumyajit Roy, Manav Malhotra

LAFED at SemEval-2026 Task 13: Language-Agnostic Feature Engineering for Cross-Lingual AI-Generated Code Detection

Juan Villate Lemus

Team HausaNLP at SemEval-2026 Task 9: Tackling Class Imbalance in Low-Resource Hausa Polarization Detection

Faisal Adam, Sani Aji, Lukman Aliyu, Abdulhamid Abubakar

Team HausaNLP at SemEval-2026 Task 4: Narratives via Semantic Embeddings

Faisal Adam, Lukman Aliyu, Sani Aji

nchellwig at SemEval-2026 Task 3: Self-Consistent Structured Generation (SCSG) for Dimensional Aspect-Based Sentiment Analysis using Large Language Models

Nils Constantin Hellwig, Jakob Fehle, Udo Kruschwitz, Christian Wolff

FER at SemEval-2026 Task 6: Analysis of Different Approaches to Unmasking Political Question Evasions

Matija Akrap, Andrija Bilić, Roko Šimpraga, Fran Račić, Luka Čuturilo

MindMiner at SemEval-2026 Task 10: Multi-Model Approaches to Conspiracy Detection and Psycholinguistic Marker Extraction

Pramod Kumar Ajmeera, Akshara Sri Lakshmipathy

NTNU-SMIL at SemEval-2026 Task 3: Logistic-Loss Regression with Same-Language Transfer for Valence–Arousal Stance Prediction in Dimensional Stance Analysis (DimStance)

Siang-Ting Lin, Tien-Hong Lo, Yun-Ting Sun, Jhih-Rong Guo, Tung-Yen Hao

wangkongqiang at SemEval-2026 Task 10: PsyCoMark- Psycholinguistic Conspiracy Marker Extraction and Detection

Wang Kongqiang, Tan Qingli

psy detectives at SemEval-2026 Task 10: PsyCoMark – Psycholinguistic Conspiracy Marker Extraction and Detection

Roxana Carabas, Anamaria Nacu, Lucian Isac, Daniela Gifu