conftrace_

local interpretable model-agnostic explanation

9 papers

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Co-occurring keywords

toxic span detection (86) text classification (6793) toxic spans detection (14) local interpretability (5) support vector machine (978) feature importance (139) feature selection (649) gradient analysis (32) demand forecasting (19) aspect-based sentiment analysis (221)

Papers

G–LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint) AAAI 2024
SLICE: Stabilized LIME for Consistent Explanations for Image Classification CVPR 2024
Investigating the Saliency of Sentiment Expressions in Aspect-Based Sentiment Analysis ACL 2023
LIMREF: Local Interpretable Model Agnostic Rule-Based Explanations for Forecasting, with an Application to Electricity Smart Meter Data AAAI 2022
HamiltonDinggg at SemEval-2021 Task 5: Investigating Toxic Span Detection using RoBERTa Pre-training IJCNLP 2021
LISAC FSDM USMBA at SemEval-2021 Task 5: Tackling Toxic Spans Detection Challenge with Supervised SpanBERT-based Model and Unsupervised LIME-based Model IJCNLP 2021
LISAC FSDM USMBA at SemEval-2021 Task 5: Tackling Toxic Spans Detection Challenge with Supervised SpanBERT-based Model and Unsupervised LIME-based Model ACL 2021
HamiltonDinggg at SemEval-2021 Task 5: Investigating Toxic Span Detection using RoBERTa Pre-training ACL 2021
Explaining the Explainer: A First Theoretical Analysis of LIME AISTATS 2020