Papers with chat-oriented dialogue system
A Co-Attentive Cross-Lingual Neural Model for Dialogue Breakdown Detection (2020.coling-main)
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| Challenge: | Existing models for dialogue breakdown detection do not focus on preventing dialogue breakdowns. |
| Approach: | They propose a model that integrates a pretrained cross-lingual language model and a co-attention network for dialogue breakdown detection. |
| Outcome: | The proposed model outperforms all previous approaches on evaluation metrics in Japanese and English tracks in Dialogue Breakdown Detection Challenge 4 . |
I Remember You!: SUI Corpus for Remembering and Utilizing Users’ Information in Chat-oriented Dialogue Systems (2024.lrec-main)
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| Challenge: | Existing methods for remembering and utilizing information on users in system utterances do not always fit the context of the dialogue. |
| Approach: | They propose to use user information to fill in utterance templates but the utterrances do not always fit the context. |
| Outcome: | The proposed system can remember and utilize user information on users in dialogues while keeping appropriateness for the context. |