Logic traps in evaluating attribution scores
Witryna18 maj 2024 · There are some crucial logic traps behind existing evaluation methods, which are ignored by most works. In this opinion piece, we summarize four kinds evaluation methods and point out the ... WitrynaLogic Traps in Evaluating Attribution Scores Yiming Ju Yuanzhe Zhang ... causing inaccurate evaluation and unfair comparison.This paper systematically reviews existing methods for evaluating attribution scores and summarizes the logic traps in these methods.We further conduct experiments to demonstrate the existence of each logic …
Logic traps in evaluating attribution scores
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WitrynaOpen entity attribute-value extraction from unstructured text. D Zeng, S Lai, Y Zhang, K Liu, J Zhao. Proceedings of the 2012 China Conference on Information Retrieval. Jiangxi …, 2012. 5: 2012: The logic traps in evaluating post-hoc interpretations. Y Ju, Y Zhang, Z Yang, Z Jiang, K Liu, J Zhao ... Logic traps in evaluating attribution scores. Witryna2024) perform quantitative evaluation of attribution 136 scores by comparing them with the word-level tags 137 in SST-2. 138 139 Logic Trap 1: The decision-making …
Witryna31 mar 2024 · %0 Conference Proceedings %T Logic Traps in Evaluating Attribution Scores %A Ju, Yiming %A Zhang, Yuanzhe %A Yang, Zhao %A Jiang, … WitrynaLogic Traps in Evaluating Attribution Scores Yiming Ju Yuanzhe Zhang ... causing inaccurate evaluation and unfair comparison.This paper systematically reviews …
WitrynaMeanwhile, since the reasoning process of deep models is inaccessible, researchers design various evaluation methods to demonstrate their arguments.However, some crucial logic traps in these evaluation methods are ignored in most works, causing inaccurate evaluation and unfair comparison.This paper systematically reviews … WitrynaLogic Traps in Evaluating Attribution Scores. Conference Paper. Jan 2024; Yiming Ju; Yuanzhe Zhang; ... There are some crucial logic traps behind existing evaluation …
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Witrynalogic trap behind them has not been proposed. We should not use any such metrics to perform the comparison. If we have a method that can get feature importance as the … strefatenisa facebookWitrynaHowever, some crucial logic traps in these evaluation methods are ignored in most works, causing inaccurate evaluation and unfair comparison. This paper … strefford tulips hamilton opening hoursWitrynaHowever, some crucial logic traps in these evaluation methods are ignored in most works, causing inaccurate evaluation and unfair comparison. This paper … strefford tulips hamilton opening timesWitrynaLogic Traps in Evaluating Attribution Scores. Conference Paper. Jan 2024; Yiming Ju; Yuanzhe Zhang; Zhao Yang [...] Jun Zhao; View. CASIA at SemEval-2024 Task 11: Chinese Named Entity Recognition ... streffords scarboroughWitrynaHowever, some crucial logic traps in these evaluation methods are ignored in most works, causing inaccurate evaluation and unfair comparison. This paper systematically reviews existing methods for evaluating attribution scores and summarizes the logic traps in these methods. We further conduct experiments to demonstrate the … strefford hall farm shopWitrynaLogic Traps in Evaluating Attribution Scores. no code implementations • ACL 2024 • Yiming Ju, Yuanzhe Zhang, Zhao Yang, Zhongtao Jiang, Kang Liu, Jun Zhao streffords motorcyclesWitryna16 lis 2024 · As an explanation method, the evaluation criteria of attribution methods is how accurately it reflects the actual reasoning process of the model (faithfulness). … strefling brownwood