Search results for "explanation"

Hits ?▲	Authors	Title	Venue	Year	Link
11	Avi Schwarzschild, Max Cembalest, Karthik Rao, Keegan Hines, John P. Dickerson	Reckoning with the Disagreement Problem: Explanation Consensus as a Training Objective.	CoRR	2023	DBLP DOI BibTeX RDF
11	Weiyan Xie, Xiao-Hui Li 0009, Zhi Lin, Leonard K. M. Poon, Caleb Chen Cao, Nevin L. Zhang	Two-Stage Holistic and Contrastive Explanation of Image Classification.	CoRR	2023	DBLP DOI BibTeX RDF
11	Seongmin Lee 0007, Benjamin Hoover, Hendrik Strobelt, Zijie J. Wang, Sheng-Yun Peng, Austin P. Wright, Kevin Li, Haekyu Park, Haoyang Yang, Duen Horng Chau	Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion.	CoRR	2023	DBLP DOI BibTeX RDF
11	Amrita Bhattacharjee, Raha Moraffah, Joshua Garland, Huan Liu 0001	LLMs as Counterfactual Explanation Modules: Can ChatGPT Explain Black-box Text Classifiers?	CoRR	2023	DBLP DOI BibTeX RDF
11	Lev V. Utkin, Danila Y. Eremenko, Andrei V. Konstantinov	SurvBeX: An explanation method of the machine learning survival models based on the Beran estimator.	CoRR	2023	DBLP DOI BibTeX RDF
11	Xingzhe Su, Wenwen Qiang, Jie Hu, Fengge Wu, Changwen Zheng, Fuchun Sun 0001	Intriguing Property and Counterfactual Explanation of GAN for Remote Sensing Image Generation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Ziqian Zhong, Ziming Liu, Max Tegmark, Jacob Andreas	The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks.	CoRR	2023	DBLP DOI BibTeX RDF
11	Suzan Zuurmond, AnneMarie Borg, Matthijs van Kempen, Remi Wieten	Human-centred explanation of rule-based decision-making systems in the legal domain.	CoRR	2023	DBLP DOI BibTeX RDF
11	Weina Jin, Jianyu Fan, Diane Gromala, Philippe Pasquier, Ghassan Hamarneh	Invisible Users: Uncovering End-Users' Requirements for Explainable AI via Explanation Forms and Goals.	CoRR	2023	DBLP DOI BibTeX RDF
11	Suraj Srinivas, Sebastian Bordt, Hima Lakkaraju	Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness.	CoRR	2023	DBLP DOI BibTeX RDF
11	Phuoc Nguyen, Truyen Tran 0001, Sunil Gupta 0001, Thin Nguyen, Svetha Venkatesh	Root Cause Explanation of Outliers under Noisy Mechanisms.	CoRR	2023	DBLP DOI BibTeX RDF
11	Chao Ni 0001, Xin Yin, Kaiwen Yang, Dehai Zhao, Zhenchang Xing, Xin Xia 0001	Distinguishing Look-Alike Innocent and Vulnerable Code by Subtle Semantic Representation Learning and Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Hidenori Itaya, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Komei Sugiura	Action Q-Transformer: Visual Explanation in Deep Reinforcement Learning with Encoder-Decoder Model using Action Query.	CoRR	2023	DBLP DOI BibTeX RDF
11	Michael Paul Clemens	Explaining the Arts: Toward a Framework for Matching Creative Tasks with Appropriate Explanation Mediums.	CoRR	2023	DBLP DOI BibTeX RDF
11	Neil Jethani, Adriel Saporta, Rajesh Ranganath	Don't be fooled: label leakage in explanation methods and the importance of their quantitative evaluation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Zhichao Xu, Hemank Lamba, Qingyao Ai, Joel R. Tetreault, Alex Jaimes	Counterfactual Editing for Search Result Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Chenxu Zhao, Wei Qian, Yucheng Shi, Mengdi Huai, Ninghao Liu	Automated Natural Language Explanation of Deep Visual Neurons with Large Models.	CoRR	2023	DBLP DOI BibTeX RDF
11	Guojun Liang, Prayag Tiwari, Slawomir Nowaczyk, Stefan Byttner, Fernando Alonso-Fernandez	Dynamic Causal Explanation Based Diffusion-Variational Graph Neural Network for Spatio-temporal Forecasting.	CoRR	2023	DBLP DOI BibTeX RDF
11	Wei Liu 0144, Jun Wang 0018, Haozhao Wang, Ruixuan Li 0001, Zhiying Deng, Yuankai Zhang 0002, Yang Qiu	D-Separation for Causal Self-Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Susanne Dandl, Andreas Hofheinz, Martin Binder, Bernd Bischl, Giuseppe Casalicchio	counterfactuals: An R Package for Counterfactual Explanation Methods.	CoRR	2023	DBLP DOI BibTeX RDF
11	Misgina Tsighe Hagos, Niamh Belton, Kathleen M. Curran, Brian Mac Namee	Distance-Aware eXplanation Based Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Bo Pan, Zhenke Liu, Yifei Zhang, Liang Zhao 0002	SurroCBM: Concept Bottleneck Surrogate Models for Generative Post-hoc Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Dongfang Li, Baotian Hu, Qingcai Chen, Shan He	Towards Faithful Explanations for Text Classification with Robustness Improvement and Explanation Guided Training.	CoRR	2023	DBLP DOI BibTeX RDF
11	Romain Xu-Darme, Jenny Benois-Pineau, Romain Giot, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset, Alexey Zhukov	On the stability, correctness and plausibility of visual explanation methods based on feature importance.	CoRR	2023	DBLP DOI BibTeX RDF
11	Anthony M. Colas, Jun Araki, Zhengyu Zhou, Bingqing Wang, Zhe Feng 0003	Knowledge-grounded Natural Language Recommendation Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Qianglong Chen, Guohai Xu, Ming Yan, Ji Zhang 0011, Fei Huang, Luo Si, Yin Zhang 0006	Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering.	CoRR	2023	DBLP DOI BibTeX RDF
11	Alexander Shevtsov, Despoina Antonakaki, Ioannis Lamprou 0002, Ioannis Kontogiorgakis, Polyvios Pratikakis, Sotiris Ioannidis	Russo-Ukrainian War: Prediction and explanation of Twitter suspension.	CoRR	2023	DBLP DOI BibTeX RDF
11	Jeffrey N. Clark, Edward A. Small, Nawid Keshtmand, Michelle W. L. Wan, Elena Fillola Mayoral, Enrico Werner, Christopher P. Bourdeaux, Raúl Santos-Rodriguez	TraCE: Trajectory Counterfactual Explanation Scores.	CoRR	2023	DBLP DOI BibTeX RDF
11	Jennifer Hsia, Danish Pruthi, Aarti Singh, Zachary C. Lipton	Goodhart's Law Applies to NLP's Explanation Benchmarks.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yan Liu, Xiaokang Chen, Qi Dai	Parallel Sentence-Level Explanation Generation for Real-World Low-Resource Scenarios.	CoRR	2023	DBLP DOI BibTeX RDF
11	Danilo Neves Ribeiro, Shen Wang 0005, Xiaofei Ma, Henry Zhu, Rui Dong, Deguang Kong, Juliette Burger, Anjelica Ramos, William Yang Wang, Zhiheng Huang, George Karypis, Bing Xiang, Dan Roth	STREET: A Multi-Task Structured Reasoning and Explanation Benchmark.	CoRR	2023	DBLP DOI BibTeX RDF
11	Sopam Dasgupta, Farhad Shakerin, Joaquín Arias, Elmer Salazar, Gopal Gupta 0001	Counterfactual Explanation Generation with s(CASP).	CoRR	2023	DBLP DOI BibTeX RDF
11	Huilin Zhou, Hao Zhang 0063, Huiqi Deng, Dongrui Liu, Wen Shen 0002, Shih-Han Chan, Quanshi Zhang	Concept-Level Explanation for the Generalization of a DNN.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yue Huang, Lichao Sun	Harnessing the Power of ChatGPT in Fake News: An In-Depth Exploration in Generation, Detection and Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Zichen Chen, Jianda Chen, Mitali Gaidhani, Ambuj K. Singh, Misha Sra	XplainLLM: A QA Explanation Dataset for Understanding LLM Decision-Making.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yue Yu, Jiaming Shen, Tianqi Liu, Zhen Qin 0001, Jing Nathan Yan, Jialu Liu, Chao Zhang, Michael Bendersky	Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Lars Sipos, Ulrike Schäfer, Katrin Glinka, Claudia Müller-Birn	Identifying Explanation Needs of End-users: Applying and Extending the XAI Question Bank.	CoRR	2023	DBLP DOI BibTeX RDF
11	Daniel Omeiza, Raunak Bhattacharyya, Nick Hawes, Marina Jirotka, Lars Kunze	Effects of Explanation Specificity on Passengers in Autonomous Driving.	CoRR	2023	DBLP DOI BibTeX RDF
11	Xiyan Fu, Anette Frank	Dynamic MOdularized Reasoning for Compositional Structured Explanation Generation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Harshinee Sriram, Cristina Conati	Evaluating the overall sensitivity of saliency-based explanation methods.	CoRR	2023	DBLP DOI BibTeX RDF
11	Bin Li, Carsten Jentsch, Emmanuel Müller	Prototypes as Explanation for Time Series Anomaly Detection.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yi Cai 0005, Gerhard Wunder	On Gradient-like Explanation under a Black-box Setting: When Black-box Explanations Become as Good as White-box.	CoRR	2023	DBLP DOI BibTeX RDF
11	Jonathan Crabbé, Mihaela van der Schaar	Evaluating the Robustness of Interpretability Methods through Explanation Invariance and Equivariance.	CoRR	2023	DBLP DOI BibTeX RDF
11	Carlos Mougan, Laura State, Antonio Ferrara, Salvatore Ruggieri, Steffen Staab	Demographic Parity Inspector: Fairness Audits via the Explanation Space.	CoRR	2023	DBLP DOI BibTeX RDF
11	Minal Suresh Patil, Kary Främling	Context, Utility and Influence of an Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Xi Ye, Greg Durrett	Explanation Selection Using Unlabeled Data for In-Context Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Marta Oliveira, Rick Wilming, Benedict Clark, Céline Budding, Fabian Eitel, Kerstin Ritter, Stefan Haufe	Benchmark data to study the influence of pre-training on explanation performance in MR image classification.	CoRR	2023	DBLP DOI BibTeX RDF
11	Kentaro Kanamori, Takuya Takagi, Ken Kobayashi, Yuichi Ike	Counterfactual Explanation with Missing Values.	CoRR	2023	DBLP DOI BibTeX RDF
11	Krisztian Balog, Filip Radlinski, Andrey Petrov	Measuring the Impact of Explanation Bias: A Study of Natural Language Justifications for Recommender Systems.	CoRR	2023	DBLP DOI BibTeX RDF
11	Cheng Wang, Yi Wang, Changjun Jiang	Scaling Laws of Network Traffic Load: A Theoretical Explanation of Metcalfe's Law.	CoRR	2023	DBLP DOI BibTeX RDF
11	Xueying Ding, Nikita Seleznev, Senthil Kumar, C. Bayan Bruss, Leman Akoglu	From Explanation to Action: An End-to-End Human-in-the-loop Framework for Anomaly Reasoning and Management.	CoRR	2023	DBLP DOI BibTeX RDF
11	Donggang Jia, Alexandra Irger, Ondrej Strnad, Johanna Björklund, Anders Ynnerman, Ivan Viola	VOICE: Visual Oracle for Interaction, Conversation, and Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yu Wang, Zexue He, Zhankui He, Hao Xu, Julian J. McAuley	Deciphering Compatibility Relationships with Textual Descriptions via Extraction and Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Kai Jia, Pasapol Saowakon, Limor Appelbaum, Martin C. Rinard	Sound Explanation for Trustworthy Machine Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Giacomo Balloccu, Ludovico Boratto, Christian Cancedda, Gianni Fenu, Mirko Marras	Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning Recommendation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Giacomo Medda, Francesco Fabbri, Mirko Marras, Ludovico Boratto, Gianni Fenu	GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yixiao Song, Kalpesh Krishna, Rajesh Bhatt, Kevin Gimpel, Mohit Iyyer	GEE! Grammar Error Explanation with Large Language Models.	CoRR	2023	DBLP DOI BibTeX RDF
11	Zhen Tan, Tianlong Chen, Zhenyu Zhang 0015, Huan Liu 0001	Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention.	CoRR	2023	DBLP DOI BibTeX RDF
11	Takato Yasuno, Masahiro Okano, Junichiro Fujii	MN-Pair Contrastive Damage Representation and Clustering for Prognostic Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Andrea Cossu, Francesco Spinnato, Riccardo Guidotti, Davide Bacciu	A Protocol for Continual Explanation of SHAP.	CoRR	2023	DBLP DOI BibTeX RDF
11	Daniel Hajialigol, Hanwen Liu, Xuan Wang	XAI-CLASS: Explanation-Enhanced Text Classification with Extremely Weak Supervision.	CoRR	2023	DBLP DOI BibTeX RDF
11	Zhijie Wang, Yuheng Huang, Da Song, Lei Ma 0003, Tianyi Zhang 0001	DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction.	CoRR	2023	DBLP DOI BibTeX RDF
11	Tri Dung Duong, Qian Li 0003, Guandong Xu 0001	CeFlow: A Robust and Efficient Counterfactual Explanation Framework for Tabular Data using Normalizing Flows.	CoRR	2023	DBLP DOI BibTeX RDF
11	Xiangmeng Wang, Qian Li, Dianer Yu, Qing Li, Guandong Xu 0001	Counterfactual Explanation for Fairness in Recommendation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Amr Alkhatib, Henrik Boström, Sofiane Ennadir, Ulf Johansson	Approximating Score-based Explanation Techniques Using Conformal Regression.	CoRR	2023	DBLP DOI BibTeX RDF
11	Vinoth Nandakumar, Arush Tagade, Tongliang Liu	Why do CNNs excel at feature extraction? A mathematical explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Jun Yuan, Kaustav Bhattacharjee, Akm Zahirul Islam, Aritra Dasgupta	TRIVEA: Transparent Ranking Interpretation using Visual Explanation of Black-Box Algorithmic Rankers.	CoRR	2023	DBLP DOI BibTeX RDF
11	Xuan Zhao, Klaus Broelemann, Gjergji Kasneci	Counterfactual Explanation via Search in Gaussian Mixture Distributed Latent Space.	CoRR	2023	DBLP DOI BibTeX RDF
11	Kaiwen Xu, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma	Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs.	CoRR	2023	DBLP DOI BibTeX RDF
11	Xuan Zhao, Klaus Broelemann, Gjergji Kasneci	Counterfactual Explanation for Regression via Disentanglement in Latent Space.	CoRR	2023	DBLP DOI BibTeX RDF
11	Jiuzhou Han, Wray L. Buntine, Ehsan Shareghi	Reward Engineering for Generating Semi-structured Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Amirhossein Aminimehr, Pouya Khani, Amirali Molaei, Amirmohammad Kazemeini, Erik Cambria	TbExplain: A Text-based Explanation Method for Scene Classification Models with the Statistical Prediction Correction.	CoRR	2023	DBLP DOI BibTeX RDF
11	Aman Rangapur, Haoran Wang, Kai Shu	Fin-Fact: A Benchmark Dataset for Multimodal Financial Fact Checking and Explanation Generation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Jiamou Sun, Zhenchang Xing, Qinghua Lu 0001, Xiwei Xu 0001, Liming Zhu 0001, Thong Hoang, Dehai Zhao	Silent Vulnerable Dependency Alert Prediction with Vulnerability Key Aspect Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Tehseen Zia, Zeeshan Nisar, Shakeeb Murtaza	Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial Networks.	CoRR	2023	DBLP DOI BibTeX RDF
11	Benedict Clark, Rick Wilming, Stefan Haufe	XAI-TRIS: Non-linear benchmarks to quantify ML explanation performance.	CoRR	2023	DBLP DOI BibTeX RDF
11	Dipto Barman, Owen Conlan	Does Explanation Matter? An Exploratory Study on the Effects of Covid 19 Misinformation Warning Flags on Social Media.	CoRR	2023	DBLP DOI BibTeX RDF
11	Zeyi Liu, Arpit Bahety, Shuran Song	REFLECT: Summarizing Robot Experiences for Failure Explanation and Correction.	CoRR	2023	DBLP DOI BibTeX RDF
11	Xijia Zhang, Yue Guo, Simon Stepputtis, Katia P. Sycara, Joseph Campbell	Understanding Your Agent: Leveraging Large Language Models for Behavior Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier	iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yucheng Shi, Kaixiong Zhou, Ninghao Liu	ENGAGE: Explanation Guided Data Augmentation for Graph Representation Learning.	CoRR	2023	DBLP DOI BibTeX RDF
11	Jiaxin Ge, Sanjay Subramanian, Trevor Darrell, Boyi Li	From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yi Liao, Yongsheng Gao 0001, Weichuan Zhang	Feature Activation Map: Visual Explanation of Deep Learning Models for Image Classification.	CoRR	2023	DBLP DOI BibTeX RDF
11	Han Cui, Shangzhan Li, Yu Zhang, Qi Shi	Explanation Graph Generation via Generative Pre-training over Synthetic Graphs.	CoRR	2023	DBLP DOI BibTeX RDF
11	Eoin M. Kenny, Weipeng Huang	The Utility of "Even if..." Semifactual Explanation to Optimise Positive Outcomes.	CoRR	2023	DBLP DOI BibTeX RDF
11	Rattana Pukdee, Dylan Sam, J. Zico Kolter, Maria-Florina Balcan, Pradeep Ravikumar	Learning with Explanation Constraints.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yuya Yoshikawa, Tomoharu Iwata	Explanation-Based Training with Differentiable Insertion/Deletion Metric-Aware Regularizers.	CoRR	2023	DBLP DOI BibTeX RDF
11	Eason Chen, Ray Huang, Han-Shin Chen, Yuen-Hsien Tseng, Liang-Yi Li	GPTutor: a ChatGPT-powered programming tool for code explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi	Explain, Adapt and Retrain: How to improve the accuracy of a PPM classifier through different explanation styles.	CoRR	2023	DBLP DOI BibTeX RDF
11	Lutz Terfloth, Michael Schaffer, Heike M. Buhl, Carsten Schulte	Adding Why to What? Analyses of an Everyday Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Zihan Guan 0001, Mengnan Du, Ninghao Liu	XGBD: Explanation-Guided Graph Backdoor Detection.	CoRR	2023	DBLP DOI BibTeX RDF
11	Cheng-Shang Chang	A Simple Explanation for the Phase Transition in Large Language Models with List Decoding.	CoRR	2023	DBLP DOI BibTeX RDF
11	Max Unterbusch, Mersedeh Sadeghi, Jannik Fischbach, Martin Obaidi, Andreas Vogelsang	Explanation Needs in App Reviews: Taxonomy and Automated Detection.	CoRR	2023	DBLP DOI BibTeX RDF
11	Subhabrata Mukherjee, Arindam Mitra, Ganesh Jawahar, Sahaj Agarwal, Hamid Palangi, Ahmed Awadallah 0001	Orca: Progressive Learning from Complex Explanation Traces of GPT-4.	CoRR	2023	DBLP DOI BibTeX RDF
11	Yu-Neng Chuang, Guanchu Wang, Fan Yang 0023, Quan Zhou, Pushkar Tripathi, Xuanting Cai, Xia Ben Hu	CoRTX: Contrastive Framework for Real-time Explanation.	CoRR	2023	DBLP DOI BibTeX RDF
11	Arut Prakash Kaleeswaran, Arne Nordmann, Thomas Vogel 0001, Lars Grunske	A User Study for Evaluation of Formal Verification Results and their Explanation at Bosch.	CoRR	2023	DBLP DOI BibTeX RDF
11	Benjamin D. Kraske, Anshu Saksena, Anna L. Buczak, Zachary N. Sunberg	Explanation through Reward Model Reconciliation using POMDP Tree Search.	CoRR	2023	DBLP DOI BibTeX RDF
11	Tianjian Li, Kenton Murray	Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution.	CoRR	2023	DBLP DOI BibTeX RDF
11	Guanqi Chen, Lei Yang, Guanhua Chen, Jia Pan	Evaluating Explanation Methods for Vision-and-Language Navigation.	CoRR	2023	DBLP DOI BibTeX RDF
11	André Levi Zanon, Marcelo Garcia Manzato, Leonardo Rocha 0001	Offline Metrics for Evaluating Explanation Goals in Recommender Systems.	CoRR	2023	DBLP DOI BibTeX RDF