Papers by Tianyi Lorena Yan
Promote, Suppress, Iterate: How Language Models Answer One-to-Many Factual Queries (2025.emnlp-main)
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| Challenge: | To answer one-to-many factual queries, a language model must simultaneously recall knowledge and avoid repeating previous answers. |
| Approach: | They propose a promote-then-suppress mechanism that enables LMs to recall all answers and suppress previously generated ones. |
| Outcome: | The proposed model first recalls all answers, and then suppresses previously generated ones. |