conftrace_

perturbation method

12 papers

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Co-occurring keywords

post-hoc explanation (48) text classification (6793) differentiable relaxation (6) maximum entropy sampling (1) tsallis entropy (15) sentence embedding (502) regularization method (15) adversarial text (8) encoder-decoder model (217) error accumulation (27)

Papers

A Unified Perspective on Regularization and Perturbation in Differentiable Subset Selection AISTATS 2023
How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method EACL 2023
Dynamic Top-k Estimation Consolidates Disagreement between Feature Attribution Methods EMNLP 2023
Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification EMNLP 2022
Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation NAACL 2022
ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model NAACL 2022
Constraint-Driven Explanations for Black-Box ML Models AAAI 2022
Skew-symmetrically perturbed gradient flow for convex optimization ACML 2021
A Multi-step-ahead Markov Conditional Forward Model with Cube Perturbations for Extreme Weather Forecasting AAAI 2021
Efficiently escaping saddle points on manifolds NIPS 2019
Fighting Bandits with a New Kind of Smoothness NIPS 2015
Implicit Differentiation by Perturbation NIPS 2010