Papers with ARC task
Understanding LLMs’ Fluid Intelligence Deficiency: An Analysis of the ARC Task (2025.naacl-long)
Copied to clipboard
| Challenge: | Recent research on fluid intelligence assessments has highlighted significant deficiencies in LLMs’ abilities. |
| Approach: | They analyze the challenges LLMs face in demonstrating fluid intelligence through controlled experiments using the most representative ARC task as an example. |
| Outcome: | The proposed model shows that it lacks the ability to combine skill composition and abstract input formats and lacks left-to-right decoding. |