Perturbation-based Self-supervised Attention for Attention Bias in Text Classification

25 May 2023

Papers citing "Perturbation-based Self-supervised Attention for Attention Bias in Text Classification"

20 / 20 papers shown

Title
Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa Junqi Dai Hang Yan Tianxiang Sun Pengfei Liu Xipeng Qiu 43 165 0 11 Apr 2021
Attention Transfer Network for Aspect-level Sentiment Classification Fei Zhao Zhanghua Wu Xinyu Dai 51 19 0 23 Oct 2020
Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention Ekta Sood Simon Tannert Philipp Mueller Andreas Bulling 68 73 0 15 Oct 2020
Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension Ekta Sood Simon Tannert Diego Frassinelli Andreas Bulling Ngoc Thang Vu HAI 48 56 0 13 Oct 2020
Information-Theoretic Visual Explanation for Black-Box Classifiers Jihun Yi Eunji Kim Siwon Kim Sungroh Yoon FAtt 69 6 0 23 Sep 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 163 2,747 0 05 Jun 2020
Is Attention Interpretable? Sofia Serrano Noah A. Smith 108 684 0 09 Jun 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 145 1,327 0 26 Feb 2019
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 417 640 0 04 Dec 2018
Deriving Machine Attention from Human Rationales Yujia Bao Shiyu Chang Mo Yu Regina Barzilay 33 106 0 28 Aug 2018
From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information Hengru Xu Shen Li Renfen Hu Si Li Sheng Gao 40 6 0 24 Aug 2018
A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees Min Wu Matthew Wicker Wenjie Ruan Xiaowei Huang Marta Kwiatkowska AAML 53 111 0 10 Jul 2018
Transformation Networks for Target-Oriented Sentiment Classification Xin Li Lidong Bing Wai Lam Bei Shi 206 426 0 03 May 2018
Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach Tsui-Wei Weng Huan Zhang Pin-Yu Chen Jinfeng Yi D. Su Yupeng Gao Cho-Jui Hsieh Luca Daniel AAML 83 468 0 31 Jan 2018
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 115 2,140 0 09 Mar 2017
Understanding Neural Networks through Representation Erasure Jiwei Li Will Monroe Dan Jurafsky AAML MILM 91 567 0 24 Dec 2016
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks Dan Hendrycks Kevin Gimpel UQCV 166 3,468 0 07 Oct 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 403 7,968 0 17 Aug 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 575 27,325 0 01 Sep 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 397 33,550 0 16 Oct 2013