#SemEval
🌈 Join StereoQueerEval @ #SemEval2027 (Task 8)!

Can #NLP systems detect stereotypes and hate speech targeting LGBTQIA+ people across English, Italian, Dutch & Persian?

📊 Training/dev data available now!
🗓️ Evaluation: Jan 10–31

👉 stereoqueereval.github.io/how_to_parti...
How to partecipate | StereoQueerEval: Identification of Stereotypes and Hate Speech Targeting the LGBTQIA+ Community - SemEval 2027
stereoqueereval.github.io
October 15, 2026 at 1:32 PM
Marius Micluta-Campeanu, Claudiu Creanga, Ana-Maria Bucur, Ana Sabina Uban, Liviu P. Dinu: UniBuc at SemEval-2024 Task 2: Tailored Prompting with Solar for Clinical NLI https://arxiv.org/abs/2610.00408 https://arxiv.org/pdf/2610.00408 https://arxiv.org/html/2610.00408
October 2, 2026 at 6:39 AM
Hao Yang, Jin Wang, Xuejie Zhang: YNU-HPCC at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Using Multiple Prediction Headers https://arxiv.org/abs/2609.19238 https://arxiv.org/pdf/2609.19238 https://arxiv.org/html/2609.19238
September 18, 2026 at 6:39 AM
#TBT #NLProc
'Detecting Misogynous Memes with Text & Image Modalities' by Attanasio, @deboranozza.bsky.social, Bianchi. Their novel system uses Perceiver IO, surpassing all previous benchmarks.
#AI #ScienceUpdate
aclanthology.org/2022.semeval...
MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities
Giuseppe Attanasio, Debora Nozza, Federico Bianchi. Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022). 2022.
aclanthology.org
September 17, 2026 at 10:01 AM
I wouldn't count on that remaining the case for more than a year or three.

www.aclweb.org/portal/conte...
SemEval 2026 - Task 1 - MWAHAHA: Models Write Automatic Humor And Humans Annotate | ACL Member Portal
www.aclweb.org
August 25, 2026 at 5:41 PM
🆕 AI news (last 15m):
• arXiv cs.CL: PReM: Learning What to Preserve and When to Refresh for Context Compression
• arXiv cs.CL: HABIB_TAZ at SemEval-2026 Task 11: Disentangling Formal Logic from Content via Synthetic Training and Multi-Objective Optimization
→ probbrain.com/news
AI news terminal — labs, papers, GitHub, HN
2 of 25 latest items · ProbBrain News
probbrain.com
July 17, 2026 at 4:18 AM
🆕 AI news (last 15m):
• arXiv cs.CL: Learning from Lost Provenance: Multiple Instance Learning for Cancer Registry Tumor Group Classification
• arXiv cs.CL: Lacuna Inc. at SemEval-2026 Task 4: Structurally Gated State-Space Models for Disentangling Narrative Similarity
→ probbrain.com/news
AI news terminal — labs, papers, GitHub, HN
2 of 25 latest items · ProbBrain News
probbrain.com
July 7, 2026 at 4:25 AM
🆕 AI news (last 15m):
• arXiv cs.CL: A Self Consistency Based Reranking for Narrative Question Answering
• arXiv cs.CL: ttda704 at SemEval-2026 Task 6: Structured Chain-of-Thought Prompting for Political Evasion Detection
• arXiv cs.CL: DYNA : Dynamic Episodic Memory Networks…
→ probbrain.com/news
AI news terminal — labs, papers, GitHub, HN
3 of 10 latest items · ProbBrain News
probbrain.com
June 17, 2026 at 4:40 AM
🆕 AI news (last 15m):
• arXiv cs.CL: What Training Data Teaches RL Memory Agents: An Empirical Study of Curriculum Effects in Memory-Augmented QA
• arXiv cs.CL: DFKI-MLT at SemEval-2026 TASK 7: Steering Multilingual Models Towards Cultural Knowledge
→ probbrain.com/news
AI news terminal — labs, papers, GitHub, HN
2 of 10 latest items · ProbBrain News
probbrain.com
May 25, 2026 at 4:46 AM
RaguTeam at SemEval-2026 Task 8: Meno and Friends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response Generation
RaguTeam at SemEval-2026 Task 8: Meno and Friends in a Judge-Orchestrated LLM Ensemble for Faithful Multi-Turn Response Generation
arXiv cs.CL · ProbBrain News
probbrain.com
May 7, 2026 at 4:38 AM
FMI_SU_Yotkova_Kastreva at SemEval-2026 Task 13: Lightweight Detection of LLM-Generated Code via Stylometric Signals
FMI_SU_Yotkova_Kastreva at SemEval-2026 Task 13: Lightweight Detection of LLM-Generated Code via Stylometric Signals
arXiv cs.CL · ProbBrain News
probbrain.com
May 7, 2026 at 4:25 AM
#MemoryMonday #NLProc MilaNLP's paper 'MilaNLP at SemEval-2023 Task 10: Ensembling Domain-Adapted and Regularized Pretrained Language Models for Robust Sexism Detection' innovates in sexism detection with an ensemble model.
MilaNLP at SemEval-2023 Task 10: Ensembling Domain-Adapted and Regularized Pretrained Language Models for Robust Sexism Detection
Amanda Cercas Curry, Giuseppe Attanasio, Debora Nozza, Dirk Hovy. Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023). 2023.
aclanthology.org
March 17, 2025 at 4:01 PM
Best Paper Award für die Publikation „DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing": blog.dnb.de/ki-projekt-g...

📸 DNB, Maximilian Kähler, Lisa Kluge CC BY 4.0
September 2, 2025 at 11:21 AM
We released a lightweight multimodal baseline for Emotion Recognition in Conversations (SemEval-2024 Task 3, Friends-based dataset): transformer text classifier + self-supervised speech reps + late fusion arxiv.org/abs/2602.00914
#Multimodal #NLP #Speech #EmotionRecognition #MachineLearning #SemEval
February 3, 2026 at 7:52 AM
These aren’t just theories—they’re based on a large-scale study of real news texts.

Source: SemEval-2020 Task 11

arxiv.org/abs/2009.0...
SemEval-2020 Task 11: Detection of Propaganda Techniques in News Articles
We present the results and the main findings of SemEval-2020 Task 11 on Detection of Propaganda Techniques in News Articles. The task featured two subtasks. Subtask SI is about Span...
arxiv.org
July 7, 2025 at 12:34 PM
We’ll break down 14 real propaganda techniques used in news articles, social posts, speeches, and memes.

This is based on research from @SemEvalConf and the paper 👉 arxiv.org/abs/2009.0...

Here’s what we’ll cover ⬇️
SemEval-2020 Task 11: Detection of Propaganda Techniques in News Articles
We present the results and the main findings of SemEval-2020 Task 11 on Detection of Propaganda Techniques in News Articles. The task featured two subtasks. Subtask SI is about Span...
arxiv.org
July 7, 2025 at 10:01 AM
Sifei Meng, Dmitry Ilvovsky: Sifei at SemEval-2026 Task 8: Hybrid Retrieval and Query Rewriting for Multi-Turn RAG https://arxiv.org/abs/2606.28352 https://arxiv.org/pdf/2606.28352 https://arxiv.org/html/2606.28352
June 30, 2026 at 6:42 AM
Youzheng Liu, Jiyan Liu, Xiaoman Xu, Taihang Wang, Yimin Wang, Ye Jiang: QUST_NLP at SemEval-2025 Task 7: A Three-Stage Retrieval Framework for Monolingual and Crosslingual Fact-Checked Claim... https://arxiv.org/abs/2506.17272 https://arxiv.org/pdf/2506.17272 https://arxiv.org/html/2506.17272
June 24, 2025 at 6:54 AM
further aligns modalities. The refined features are then aggregated via an expert fusion module that combines learned gating and self-attention to produce a robust, unified representation. We validate our approach on the MIMIC and SemEval Memotion [6/7 of https://arxiv.org/abs/2505.19010v1]
May 27, 2025 at 6:17 AM
🔍 Sample data is already available!

We invite researchers, teams, and solo experimenters to benchmark systems and explore how machines understand stories.

All the details are on our site:
🌐 narrative-similarity-task.github.io

#SemEval #NLP #NarrativeAI #DH #CLS
Narrative Similarity Task - Narrative Similarity Task
SemEval-2026 Task 4: Narrative Story Similarity and Narrative Representation Learning
narrative-similarity-task.github.io
August 1, 2025 at 3:18 PM
🎉 We’re excited to kick things off! We’re launching SemEval-2026 Task 4: Narrative Story Similarity and Narrative Representation Learning. This is a joint effort by @hanshatzel.bsky.social (University of Hamburg) and the fortext lab, as part of the PLANS project, in collaboration with Toloka AI.
August 1, 2025 at 3:15 PM