Papers by Lanlan Qiu
ChatAnime: Towards User-Centered Emotional Support in LLM-based Virtual Character Chat (2026.acl-long)
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| Challenge: | Existing research focuses on character consistency in fictional or game-based scenarios . ESRP framework is designed to align role-playing with real-world user scenarios based on emotional needs. |
| Approach: | They propose a framework to align role-playing with real-world user scenarios and emotional needs. |
| Outcome: | The proposed framework aligns role-playing with real-world user scenarios and emotional needs. |
Multimedia Event Extraction with LLM Knowledge Editing (2025.emnlp-main)
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| Challenge: | Existing multimodal event extraction methods focus on weakly aligning features from wellpretrained unimodal encoders, resulting in redundant feature perception. |
| Approach: | They propose a multimodal event extraction strategy with a redundant feature selection mechanism that enhances event understanding ability of multimodal large language models. |
| Outcome: | The proposed method outperforms the state-of-the-art (SOTA) baselines on the M2E2 benchmark. |