Papers by Anirudh Rathore
Evaluating and Characterizing Human Rationales (2020.emnlp-main)
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| Challenge: | a new study examines how human rationales perform on automatic metrics . human-generated rationale evaluation is difficult because of its ambiguity . |
| Approach: | They propose to use model-dependent baseline performance to evaluate rationale quality . they propose to also use "fidelity curves" to reveal properties such as irrelevance and redundancy . |
| Outcome: | The proposed methods characterize rationale quality based on model retraining and using "fidelity curves" the proposed methods lead to actionable suggestions for evaluating and characterizing rationales . |