Papers by Angel Yahir Loredo Lopez
NYT-Connections: A Deceptively Simple Text Classification Task that Stumps System-1 Thinkers (2025.coling-main)
Copied to clipboard
| Challenge: | Large Language Models have shown impressive performance on various benchmarks, yet their ability to engage in deliberate reasoning remains questionable. |
| Approach: | They propose to penalize quick, intuitive "System 1" thinking by combining linguistic isolation with resistance to intuitive shortcuts to assess model's reasoning abilities. |
| Outcome: | The proposed model penalizes quick, intuitive “System 1” thinking, isolating fundamental reasoning skills. |