| Understanding and Reasoning Skills | |
| Room – Cherno more hall; Chair – Ernesto Estebanel | |
| 15.10-15.35 | Measuring How (Not Just Whether) VLMs Build Common Ground (Saki Imai, Mert Inan, Anthony B. Sicilia and Malihe Alikhani) |
| 15.35-16.00 | Can We Predict Innovation? Narrow Experts versus Competent Generalists (Amir Hazem and Motohashi Kazuyuki) |
| 16.00-16.25 | Enhancing Transformer-Based Rerankers with Synthetic Data and LLM-Based Supervision (Dimitar Peshevski, Kiril Blazhevski, Martin Popovski and Gjorgji Madjarov) |
| 16.25-16.50 | |
| Check related pre-recorded presentations or papers in Proceedings: (short) Fast Thinking with Structured Prompts: Enabling LLM Reasoning without Chain-of-Thought Generation (Kirill Morozov, Liubov Chubarova and Irina Piontkovskaya) | |