Papers by Kristýna Onderková
Thesis Proposal: Intentional Inference for Insight Generation (2026.acl-srw)
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| Challenge: | Large language models excel at surface-level fluency but struggle with consistent logical inference beyond surface- level patterns. |
| Approach: | They propose to shift focus from surface-level generation to assumption-aware deeper inferences . authors argue that underspecification leads to unintentional assumptions . |
| Outcome: | The proposed model underspecification leads to unintentional assumptions, the authors argue . they also examine how to improve reasoning to enable deeper inferences, focusing on code generation and qualitative reasoning. |