Papers by Jisu Huh
BiMind: A Dual-Head Reasoning Model with Attention-Geometry Adapter for Incorrect Information Detection (2026.acl-long)
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| Challenge: | Existing detection approaches struggle to balance content verification with knowledge modification under collapsed attention geometries. |
| Approach: | They propose a dual-head reasoning framework that disentangles content-internal reasoning from knowledge-augmented reasoning. |
| Outcome: | The proposed model outperforms detection approaches and provides interpretable diagnostics on when and why knowledge matters. |
SkOTaPA: A Dataset for Skepticism Detection in Online Text after Persuasion Attempt (2024.lrec-main)
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| Challenge: | Persuasion attempts are a form of persuaded behavior that can be observed in various social settings, such as advertising, public health, political campaigns, and personal relationships. |
| Approach: | They propose to use multiple independent human annotations to detect skepticism in response to persuasion attempts on social media influencer marketing. |
| Outcome: | The proposed corpus detects skepticism in response to persuasion attempts on social media influencer marketing using multiple independent human annotations. |