Интегрированные градиенты

method ID: integratedgradients

Related Papers

Where to Submit? Helping Researchers to Choose the Right Venue

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractWhenever researchers write a paper, the same question occurs: “Where to submit?” In this work, we introduce WTS, an open and interpretable NLP system that recommends conferences and journals to …...

32401

Discretized Integrated Gradients for Explaining Language Models

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractAs a prominent attribution-based explanation algorithm, Integrated Gradients (IG) is widely adopted due to its desirable explanation axioms and the ease of gradient computation. It measures feature importance by averaging …...

30730

LRG at SemEval-2021 Task 4: Improving Reading Comprehension with Abstract Words using Augmentation, Linguistic Features and Voting

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractWe present our approaches and methods for SemEval-2021 Task-4 Reading Comprehension of Abstract Meaning. Given a question with a fill-in-the-blank, and a corresponding context, the task is to predict the …...

25749

Explaining Classes through Stable Word Attributions

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractInput saliency methods have recently become a popular tool for explaining predictions of deep learning models in NLP. Nevertheless, there has been little work investigating methods for aggregating prediction-level explanations …...

32843