Papers by Maxime De Bruyn
Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model (2022.coling-1)
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| Challenge: | VaccinChatNL is the first FAQ chatbot with over 12k user queries . it can be used to find the representative question that matches a user's request . |
| Approach: | They build a FAQ chatbot from 50 question-answer pairs and annotate user questions with appropriate or new answer classes. |
| Outcome: | The VaccinChatNL is the first publicly available Dutch FAQ answering corpus with large groups of human-paraphrased questions. |
Open-Domain Dialog Evaluation Using Follow-Ups Likelihood (2022.coling-1)
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| Challenge: | Existing methods do not correlate strongly with human annotations. |
| Approach: | They propose a method that measures the probability that a language model will continue the conversation with a fixed set of follow-ups. |
| Outcome: | The proposed method achieves the highest correlation with human evaluations when compared against twelve existing methods. |