#SemEval

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

Narrative Similarity Task - Narrative Similarity Task SemEval-2026 Task 4: Narrative Story Similarity and Narrative Representation Learning

🔍 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

Finally on my way to #acl2025nlp as well, where I will co-chair this year's @conll-conf.bsky.social . My team will also share results on clarifying discourse relations (ACL Findings), classifying Spanish dialects (ACL-SRW) and a teaser for our 2026 WSD task at the #SemEval workshop. Come say hi!

Original post on sigmoid.social

In the first #LLMs4Subjects challenge at the SemEval-2025 workshop, our #Annif team did very well!

The challenge was to generate good quality subject indexing for bibliographic records in German & English using LLMs. We used LLMs for data preprocessing (translation & synthetic data) and Annif […]