Papers with HLTM
Why Didn’t You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models (P19-1)
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| Challenge: | Informed prior-based methods provide better control than constraints, but constraints yield higher quality topics, but with less control. |
| Approach: | They propose to use constraints and informed prior-based methods to improve user control and topic coherence. |
| Outcome: | The proposed methods improve user control and topic coherence, while constraints yield higher quality topics, but with less control. |