SemEval 2026: all accepted papers
- SpyComet at SemEval-2026 Task 11: When Adversarial Debiasing Backfires - A Comparison of Data-Level and Model-Level Debiasing ↗Sai Aravind C, Sunil Saumya, C Pothan Reddy
- StanceLab at SemEval-2026 Task 9: Addressing Class Imbalance in Multilingual Polarization Detection ↗Teodor Ivanusca, Dan Dodun-Des-Perrieres, Stefana Gheorghita
- SteerForce at SemEval-2026 Task 11: Reducing Content Effects Using Layered Activation Steering ↗Noah Tratzsch, Asmaa Al-Raian, Mounika Marreddy et al.
- Stylometry at SemEval-2026 Task 13: Clustered Stylometric Modeling for Machine-Generated Code Detection ↗Sruthi Santhanam, Parthib Sarkar, Yashvardhan Sharma
- 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.
- Sylloscope at SemEval-2026 Task 11: Decoupling Logic from Belief via DeepSeek-Enhanced Distillation in Qwen Models ↗Zhanyu Chen, María Teresa Muñoz Martín, Sem Huisman et al.
- TFB at SemEval-2026 Task 4: Diagnosing Model Failures in Narrative Understanding ↗Anna Colli, Benedictus Kent Rachmat, Eve Sauvage et al.
- TTLab at SemEval-2026 Task 10: Transformer-based Approaches for Psycholinguistic Conspiracy Detection in Social Media Discourse ↗Samuel Richter, Mounika Marreddy, Alexander Mehler
- TUCNLP at SemEval-2026 Task 11: Neuro-Symbolic Content Stripping for Debiased Syllogistic Reasoning ↗Rafael Butas, Alex Lapusan, Camelia Lemnaru et al.
- Taien at SemEval-2026 Task 9: Multilingual Polarization Detection Using Transformer-based Models ↗Saida Taien, Palash Hossen
- Takoyaki at SemEval-2026 Task 3: Ensembling LLM Predictions using Demonstration Retrieval for Dimensional Aspect-based Sentiment Analysis ↗Kosuke Yamada, Sho Takase, Ryosuke Kohita
- Team BOBW (Best Of Both Worlds) at SemEval-2026 Task 3: Modular Cross-Attention Encoders for Dimensional Aspect-Based Sentiment Analysis ↗Michal Rynowiecki, Rob van der Goot
- Team CV at SemEval-2026 Task 4: Prompting LLMs and Benchmarking Embedding Models for Narrative Story Similarity ↗Chandan Kumar R S, Vinay Ulli
- Team Duo at SemEval-2026 Task 13: Fine-tuning CodeBERT for Out-of-Distribution AI-Generated Code Detection ↗Subhiksha G, Sanjai M, Rajalakshmi Sivanaiah et al.
- Team Evaluators at SemEval-2026 Task 6: Instruction-Tuned LLMs for Clarity and Evasion Classification in Political Interviews ↗Siva Nuthakki, Sanjay Pulagam, Sai Woona
- Team Habib Disambiguators at SemEval-2026 Task 5: Assessing Semantic Plausibility using Regularized Transformer Fine-Tuning ↗Ahsan Siddiqui, Zohaib Aslam, Ayesha Enayet
- Team HausaNLP at SemEval-2026 Task 4: Narratives via Semantic Embeddings ↗Faisal Adam, Lukman Aliyu, Sani Aji
- Team HausaNLP at SemEval-2026 Task 9: Tackling Class Imbalance in Low-Resource Hausa Polarization Detection ↗Faisal Adam, Sani Aji, Lukman Aliyu et al.
- Team JAT at SemEval-2026 Task 9: Enhancing Polarization Detection with Cross-Lingual Transfer and Feature Fusion ↗Aleksandra Matkowska, Taya Lin, Yu-Chun Chao
- Team Macaroni at SemEval-2026 Task 10: PsyCoMark: Psycholinguistic Conspiracy Marker Extraction and Detection ↗Rofaida Rabehi, Nicolai Plenk, Miriam Han
- Team Poznan at SemEval-2026 Task 13: Detecting Machine-Generated Code with Multiple Programming Languages, Generators, and Application Scenarios ↗Dawid Siera, Anatol Kaczmarek, Wiktor Kamzela et al.
- Team TüLK at SemEval-2026 Task 1: Humor Generation with Qwen and Group Relative Policy Optimization ↗Konrad Brüggemann, Luting Hou
- Team UBSE at SemEval-2026 Task 4: Adapting Generalist Embeddings for Narrative Representations ↗Marius Marogel, Marius Popescu
- Team VYN at SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis ↗Vishal Thenuwara, Widanalage De Mel, Nisansa De Silva
- Team Vivek Dhayaal at SemEval-2026 Task 13 Subtask B: Multi-Class Authorship Detection ↗David Rodriguez, Mario Graff
- 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
- Team faisalm3at SemEval-2026 Task 3: From Standard Regression to Distributional Alignment in Dimensional Sentiment Analysis ↗Faisal Adam, Lukman Aliyu, Sani Aji et al.
- TeamSLS at SemEval-2026 Task 13: Detecting Machine-Generated Code with CodeBERT and Structural Features ↗Sai Laasya Gorantla, Shreemithra Naveen, Steven Bethard
- TechSSN at SemEval-2026 Task 8: MTRAG Retrieval and Generation using Ensemble Re-encoders and Anchor Prompting ↗Anne Jacika J, Anishka K, Guruprakash K 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.
- TeleAI at SemEval-2026 Task 3: Large Language Models for Dimensional Aspect-Based Sentiment Analysis ↗Yan Zhou, Wangshicheng Wang, Shiquan Wang et al.
- TeleAI at SemEval-2026 Task 4: Few-Shot Narrative Similarity Modeling for Classification and Ranking ↗Weiwei Fu, Shiquan Wang, Ruiyu Fang et al.
- TeleAI at SemEval-2026 Task 6: A Confidence-Aware Multi-Stage Reasoning Framework with Chain-of-Thought ↗Lingling Shi, Haoyu Jin, Shiquan Wang et al.
- The Argonauts at SemEval 2026 Task 6: Large Language Models for Response Clarity Classification: Prompting, Fine-Tuning, and Data-Centric Approaches ↗Sajib Bhattacharjee, Sha Newaz Mahmud, Md. Refaj Hossan 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.
- The Classics at SemEval-2026 Task 3: Combining Transformer Models and LLM-Generated Annotations for Dimensional Aspect-Based Sentiment Analysis ↗Rafif Alshawi, Amit Raj, Aleksey Kudelya et al.
- ThinkVision at SemEval-2026 Task 6: A Transformer-Based Ensemble System for Clarity Detection ↗Gourav Ghanshyam Purohit, Praveen Swami, Shriyans S Sahoo et al.
- Tralaleros at SemEval-2026 Task 9: Multilingual Polarization Detection with Transformer-based Models ↗Adrian Dahl, Bado Völckers, Adam Mierzwa
- TransformerTrio at SemEval-2026 Task 13: Navigating Domain Shift and Representation Instability in Machine-Generated Code Detection ↗Avi Patel, Manthan Laddha, Pushti Sapovadiya et al.
- Tübingen-CL at SemEval-2026 Task 12: Reinforcement Learning and Verification for Abductive Reasoning ↗Bolun Liang, Ayperi Khudaybergenova, Shashikala Kankanamge
- UAlberta at SemEval-2026 Task 2: Temporal Fusion Models for Predicting Affect Over Time ↗Duc Ho, Khanh Bui, Daniela Teodorescu et al.
- UAlberta at SemEval-2026 Task 5: Disambiguating Stories via Task Decomposition ↗David Basil, Junhyeon Cho, Chirooth Girigowda et al.
- UCSC NLP at SemEval-2026 Task 10: Boundary-Aware Span Extraction and RoBERTa Classification for Conspiracy Detection ↗Dom Marhoefer, Milos Suvakovic, Glenn Grant-Richards et al.
- UFAL-CUNI at SemEval-2026 Task 11: An Efficient Modular Neuro-symbolic Method for Syllogistic Reasoning ↗Ivan Kartac, Kristyna Onderkova, Jan Bronec et al.
- UFG-Semantic at SemEval-2026 Task 6: CLARITY - Unmasking Political Question Evasions ↗Aline Hamano, Beatriz Felicio, Henrique Galvão et al.
- UIT-AMMC at SemEval-2026 Task 13: Exploiting Structural Formatting Signatures for Robust AI-Generated Code Detection ↗Cuong Pham, Minh Nguyen, Minh Le et al.
- UKPPsycontrol at SemEval-2026 Task 2: Modeling Valence and Arousal Dynamics from Text ↗Darya Hryhoryeva, Amaia Zurinaga, Hamidreza Jamalabadi et al.
- UMUSP at SemEval-2026 Task 9: Mitigating Cross-Lingual Interference via Selective Multilingual and Multitask Specialization ↗Julio Cesar Alves Araujo Fuganti, Tulio Ferreira Leite da Silva, Adelino Gala et al.
- UMUTeam at SemEval-2026 Task 10: Transformer Ensembles for Conspiratorial Span Extraction and Detection ↗Jorge Gómez-Navalón, Ronghao Pan, Tomás Bernal-Beltrán et al.
- UMUTeam at SemEval-2026 Task 6: Soft-Voting Transformer Ensembles for Detecting and Classifying Response Ambiguity in Political Discourse ↗Tomás Bernal-Beltrán, Ronghao Pan, Jorge Gómez-Navalón et al.
- UNED at SemEval-2026 Task 9: Sentiment-Aware Transformer Models with Back-Translation Augmentation for Online polarisation Detection ↗Victor Garcia Sanabria, Alvaro Rodrigo, Roberto Centeno
- UNF-BMI at SemEval-2026 Task 3: Research Domain Criteria-Guided Large Language Models for Dimensional Aspect-Based Sentiment Analysis ↗Athlene Jones, Vishwaa Shah, Indika Kahanda
- UPR at SemEval-2026 Task 9: Multi-Label Classification of Polarization Across Social Dimensions and Manifestation Identification in Urdu ↗Mtayyaba Shahzad, Inzmam Khadam, Zaufishan Mahmood et al.
- UPR at SemEval-2026 Task 9: Polarization Detection in Urdu with Language-Specific Transformer and Data Augmentation ↗Alishba Wazir, Muhammad Asad Khan, Junaid Rashid et al.
- UTD-HLTRI at SemEval 2026 Task 4: Reasoning like an Expert for Inferring Narrative Similarity ↗Rakshitha Rao Ailneni, Maitry Bhavsar, Sanda Harabagiu
- UTD-HLTRI at SemEval-2026 Task 7: Bridging Cultural Knowledge Gaps in LLMs via Web-Augmented Context ↗Mohammad Marufur Rahman, Rakshitha Rao Ailneni, Sanda Harabagiu
- UTokyo Tsuruoka Lab at SemEval-2026 Task 9: Efficient Single Forward Pass Inference for Multi-Label Polarization Classification ↗Howard Tangkulung, Yoshimasa Tsuruoka
- UWB at SemEval-2026 Task 5: Synsets and their contexts ↗Stephen Taylor
- Unibuc-NLP at SemEval-2026 Task 10: Unmasking Conspiracies with Pre-Trained Language Models ↗Teodor-George Marchitan, Liviu Dinu
- 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.
- VARH-AI at SemEval-2026 Task 10: Exploiting Architectural Diversity with Transformer-SSM Ensembles and Confidence-Based Iterative Refinement for Conspiracy Detection ↗Hritav Solanki, Shubham Sharma, Manish Prasad et al.
- VerbaNex AI at SemEval-2026 Task 2: DeBERTa for Longitudinal Valence and Arousal Prediction ↗Melissa Moreno, Juan Carlos Martinez Santos, Edwin Puertas
- VerbaNexAI at SemEval-2026 Task 4: Two-Stage Narrative Similarity via Fine-Tuned Bi-Encoder with MLP Ensemble ↗Pablo Pertuz-Duran, Edwin Puertas, Juan Carlos Martinez Santos et al.
- VerbaNexAI at SemEval-2026 Task 5: Few-Shot Chain-of-Thought with Selective Self-Consistency and Isotonic Calibration for Word Sense Plausibility Rating ↗Daniel Peña Gnecco, Edwin Puertas, Juan Carlos Martinez Santos et al.
- VerbaNexAI at SemEval-2026 Task 6: Automatic Detection of Political Evasion through Hierarchical Classification with RoBERTa Large ↗Jeison Jimenez Alvear, Deyson Gómez Sánchez, Juan Carlos Martinez Santos et al.
- VerbaNexAI at SemEval-2026 Task 7: Integrating Web Snippets and RAG for the Evaluation of Multilingual Cultural Knowledge in LLMs ↗Danileth Almanza, Jairo Serrano, Edwin Puertas et al.
- WWTC@UniA at SemEval-2026 Task 13: BERT-based Code Authorship Detection and Qualitative Analysis ↗Linda Kupfer, Lisa Hader, Christian Jaumann et al.
- X-NLP at SemEval-2026 Task 12: Prompting LLMs for Abductive Event Reasoning ↗Caelen Mattie, Patrick Bowen, Milton King
- XplaiNLP at SemEval-2026 Task 1: BVAHAHA - Benign Violation Algorithm for Humor and Harmless Absurdity ↗Berk Bubus, Nebi Soyal, Vera Schmitt et al.
- YNJTC at SemEval-2026 Task 11: A Neuro-Symbolic Hybrid Pipeline for Content-Independent Syllogistic Reasoning ↗Junhao Fu, Yun He, Lina Zhao et al.
- YNU-HPCC at SemEval-2026 Task 10: Pretrained DistilBERT Models for Conspiracy Marker Extraction and Detection ↗Junpei Chen, You Zhang, Jin Wang et al.
- YNU-HPCC at SemEval-2026 Task 12: Retrieval-Guided Reasoning with Teacher Distillation for Abductive Event Reasoning ↗Yuwei Sun, Jin Wang, Xuejie Zhang
- YNU-HPCC at SemEval-2026 Task 13: Robust Machine-Generated Code Detection under Distribution Shifts ↗Lixian Xing, Jin Wang, Xuejie Zhang
- YNU-HPCC at SemEval-2026 Task 1: Constraint-Aware In-Context Learning for Multilingual Humor Generation ↗Xulong Zhang, Jin Wang, Xuejie Zhang
- YNU-HPCC at SemEval-2026 Task 2: Contrastive Calibration and Temporal Modeling for Continuous Valence-Arousal Prediction ↗Xin Lan, Jin Wang, Xuejie Zhang
- YNU-HPCC at SemEval-2026 Task 4: Narrative Similarity via Multi-Perspective E5-Mistral and Embedding Routing ↗Feiyang Song, Jin Wang, Xuejie Zhang
- YNU-HPCC at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding ↗Mingyu Bai, Jin Wang, Xuejie Zhang
- YNU-HPCC at SemEval-2026 Task 6: Hierarchical Taxonomy Prompting and CoT Distillation for Political Clarity Classification ↗Canning Wen, Jin Wang, Xuejie Zhang
- YNU-HPCC at SemEval-2026 Task 8: Parallel Generation and Multi-Metric Reranking for Faithful Extractive RAG ↗Bo Li, You Zhang, Jin Wang et al.
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