Papers with Likert-style or comparative approaches
Don’t Forget Your ABC’s: Evaluating the State-of-the-Art in Chat-Oriented Dialogue Systems (2023.acl-long)
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| Challenge: | Existing evaluation methods are biased because of their subjectivity and inconsistent evaluation can misinform the performance of a chat-oriented open-domain dialogue system. |
| Approach: | They propose to use a human evaluation method to estimate the rates of manypasted macro ‘LN’ dialogue system behaviors to compare them with existing evaluation methods. |
| Outcome: | The proposed method is more suitable than alternative Likert-style or comparative approaches for dimensional evaluation of open-domain dialogue systems. |