야자타임의 취지는 한국인 연구자들이 본인 연구를 소개 (혹은 홍보) 하고, 이를 통해 관련 분야의 동향을 들을 수 있는 기회의 장을 마련하는 것입니다.
관련 분야에 대해 깊게 고민해본 분들이 가진 생각이나 그 연구를 하게 된 이유 등, 사람 사는 이야기도 듣는 시간입니다 :)
- 모더레이터: 문지형, 박성준, 신재민
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⏲️ 매주 목요일 밤 10시 (KST)
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야자타임 (a.k.a. 야밤의 자연어처리 타임)
야자타임의 취지는 한국인 연구자들이 본인 연구를 소개 (혹은 홍보) 하고, 이를 통해 관련 분야의 동향을 들을 수 있는 기회의 장을 마련하는 것입니다.
관련 분야에 대해 깊게 고민해본 분들이 가진 생각이나 그 연구를 하게 된 이유 등, 사람 사는 이야기도 듣는 시간입니다 :)
⏲️ 매주 목요일 밤 10시 (KST)
🏡 clubhouse
👉 Issues
In the automatic evaluation of generative question answering (GenQA) systems, it is difficult to assess the correctness of generated answers due to the free-form of the answer. Moreover, there is a lack of benchmark datasets to evaluate the suitability of existing metrics in terms of correctness. To study a better metric for GenQA, we first create high-quality human judgments of correctness on two standard GenQA datasets. Using our human-evaluation datasets, we show that widely used n-gram similarity metrics do not correlate with human judgments. To alleviate this problem, we propose a new metric for evaluating the correctness of GenQA. Specifically, our new metric assigns different weights to each token via keyphrase prediction, thereby judging whether a generated answer sentence captures the key meaning of the reference answer. Our proposed metric shows a significantly higher correlation with human judgments than existing metrics in various datasets.
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