Search results for "explanation"

Hits ?▲	Authors	Title	Venue	Year	Link
11	Siyi Gu, Yifei Zhang, Yuyang Gao, Xiaofeng Yang 0005, Liang Zhao 0002	ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation.	KDD	2023	DBLP DOI BibTeX RDF
11	Dongqi Han, Zhiliang Wang, Wenqi Chen, Kai Wang, Rui Yu 0003, Su Wang, Han Zhang 0009, Zhihua Wang, Minghui Jin, Jiahai Yang 0001, Xingang Shi, Xia Yin	Anomaly Detection in the Open World: Normality Shift Detection, Explanation, and Adaptation.	NDSS	2023	DBLP BibTeX RDF
11	Jiemin Ji, Donghai Guan, Weiwei Yuan, Yuwen Deng	Unified Counterfactual Explanation Framework for Black-Box Models.	PRICAI (3)	2023	DBLP DOI BibTeX RDF
11	Pedro Cabalar, Brais Muñiz	Explanation Graphs for Stable Models of Labelled Logic Programs.	ICLP Workshops	2023	DBLP BibTeX RDF
11	Hira Asghar, Christophe Bobineau, Marie-Christine Rousset	Explanation-Based Tool for Helping Data Producers to Reduce Privacy Risks.	ESWC (Satellite Events)	2023	DBLP DOI BibTeX RDF
11	Md. Shirajum Munir, Sachin Shetty, Danda B. Rawat	Trustworthy Artificial Intelligence Framework for Proactive Detection and Risk Explanation of Cyber Attacks in Smart Grid.	WSC	2023	DBLP DOI BibTeX RDF
11	Ahmed Mabrouk	Anomaly Detection and Explanation of Wind Turbine Main Bearings using Autoencoder and Bayesian Network Models.	Canadian AI	2023	DBLP DOI BibTeX RDF
11	Zeyi Liu, Arpit Bahety, Shuran Song	REFLECT: Summarizing Robot Experiences for Failure Explanation and Correction.	CoRL	2023	DBLP BibTeX RDF
11	Renato Miranda Filho, Gisele L. Pappa	Hybrid Multilevel Explanation: A New Approach for Explaining Regression Models.	BRACIS (1)	2023	DBLP DOI BibTeX RDF
11	Laura State, Alejandra Bringas Colmenarejo, Andrea Beretta, Salvatore Ruggieri, Franco Turini, Stephanie Law	The Explanation Dialogues: Understanding How Legal Experts Reason About XAI Methods.	EWAF	2023	DBLP BibTeX RDF
11	Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi	Attention-Based Counterfactual Explanation for Multivariate Time Series.	DaWaK	2023	DBLP DOI BibTeX RDF
11	Donglei Song, Qiang Shen 0005, Haotian Feng, Rui Song 0008, Fausto Giunchiglia, Hao Xu 0012	Personalized multi-task attention for multimodal mental health detection and explanation.	CogSci	2023	DBLP BibTeX RDF
11	Margarita Pavlova, Andrea Follmer Greenhoot	Comparison and Explanation in Learning Causal System Categories.	CogSci	2023	DBLP BibTeX RDF
11	Teresa Flanagan, Alejandro Vesga, Tamar Kushnir, Shaun Nichols	Must there be an explanation? Children and the Principle of Sufficient Reason.	CogSci	2023	DBLP BibTeX RDF
11	Roman Tikhonov, Simon DeDeo	Prediction, Explanation, and Control Under Free Exploration.	CogSci	2023	DBLP BibTeX RDF
11	Ruoxi Qi, Yueyuan Zheng, Yi Yang 0090, Jindi Zhang, Janet H. Hsiao	Individual differences in explanation strategies for image classification and implications for explainable AI.	CogSci	2023	DBLP BibTeX RDF
11	Julianne Wilson, Jessecae K. Marsh	Perceptions of Explanation Completeness Help Decrease Knowledge Overestimation.	CogSci	2023	DBLP BibTeX RDF
11	Stephanie Droop	People cite future events as explanation.	CogSci	2023	DBLP BibTeX RDF
11	Michael Hattersley, Reed Orchinik, Elliot Andrew Ludvig, Rahul Bhui	Preferences for descriptiveness and co-explanation in complex explanations.	CogSci	2023	DBLP BibTeX RDF
11	Sebastian Steindl, Martin Surner	CIP-ES: Causal Input Perturbation for Explanation Surrogates.	CACML	2023	DBLP DOI BibTeX RDF
11	Yanfei Hu, Shuailou Li, Boyang Zhang, Xu Cheng, Yu Wen	HUND: Enhancing Hardware Performance Counter Based Malware Detection Under System Resource Competition Using Explanation Method.	ISCC	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.	ESEC/SIGSOFT FSE	2023	DBLP DOI BibTeX RDF
11	Lingjiao Chen, Zhihua Jin, Sabri Eyuboglu, Huamin Qu, Christopher Ré, Matei Zaharia, James Zou 0001	HAPI Explorer: Comprehension, Discovery, and Explanation on History of ML APIs.	AAAI	2023	DBLP DOI BibTeX RDF
11	Shuqi Li, Weiheng Liao, Yuhan Chen, Rui Yan 0001	PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability.	AAAI	2023	DBLP DOI BibTeX RDF
11	Truc D. T. Nguyen, Phung Lai, Hai Phan, My T. Thai	XRand: Differentially Private Defense against Explanation-Guided Attacks.	AAAI	2023	DBLP DOI BibTeX RDF
11	Sijie Cheng, Zhiyong Wu 0003, Jiangjie Chen, Zhixing Li, Yang Liu, Lingpeng Kong	Unsupervised Explanation Generation via Correct Instantiations.	AAAI	2023	DBLP DOI BibTeX RDF
11	Matteo Ruggeri, Alice Dethise, Marco Canini	On Detecting Biased Predictions with Post-hoc Explanation Methods.	SAFE@CoNEXT	2023	DBLP DOI BibTeX RDF
11	Qinhua Huang, Weimin Ouyang	Improving Causality Explanation of Judge-View Generation Based on Counterfactual.	ICIC (4)	2023	DBLP DOI BibTeX RDF
11	Ricardo Anibal Matamoros Aragon, Italo Zoppis, Sara Manzoni	When Attention Turn To Be Explanation. A Case Study in Recommender Systems.	xAI (Late-breaking Work, Demos, Doctoral Consortium)	2023	DBLP BibTeX RDF
11	Marta Marchiori Manerba	Fairness Auditing, Explanation and Debiasing in Linguistic Data and Language Models.	xAI (Late-breaking Work, Demos, Doctoral Consortium)	2023	DBLP BibTeX RDF
11	Lutz Terfloth, Michael Schaffer, Heike M. Buhl, Carsten Schulte	Adding Why to What? Analyses of an Everyday Explanation.	xAI (3)	2023	DBLP DOI BibTeX RDF
11	Avleen Malhi, Kary Främling	An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets.	xAI (1)	2023	DBLP DOI BibTeX RDF
11	Yiran Huang, Chaofan Li, Hansen Lu, Till Riedel, Michael Beigl	State Graph Based Explanation Approach for Black-Box Time Series Model.	xAI (3)	2023	DBLP DOI BibTeX RDF
11	Deepan Chakravarthi Padmanabhan, Paul G. Plöger, Octavio Arriaga, Matias Valdenegro-Toro	DExT: Detector Explanation Toolkit.	xAI (2)	2023	DBLP DOI BibTeX RDF
11	Jonas Teufel, Luca Torresi, Patrick Reiser, Pascal Friederich	MEGAN: Multi-explanation Graph Attention Network.	xAI (2)	2023	DBLP DOI BibTeX RDF
11	Tom Ganz, Philipp Rall, Martin Härterich, Konrad Rieck	Hunting for Truth: Analyzing Explanation Methods in Learning-based Vulnerability Discovery.	EuroS&P	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.	CHI Extended Abstracts	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.	CHI	2023	DBLP DOI BibTeX RDF
11	Xinru Wang, Ming Yin 0001	Watch Out for Updates: Understanding the Effects of Model Explanation Updates in AI-Assisted Decision Making.	CHI	2023	DBLP DOI BibTeX RDF
11	Sharon A. Ferguson, Paula Akemi Aoyagui, Anastasia Kuzminykh	Something Borrowed: Exploring the Influence of AI-Generated Explanation Text on the Composition of Human Explanations.	CHI Extended Abstracts	2023	DBLP DOI BibTeX RDF
11	Jiaxin Dai, Chao Zhang 0071, Dzmitry Aliakseyeu, Samantha Peeters, Wijnand A. IJsselsteijn	The Effect of Explanation Design on User Perception of Smart Home Lighting Systems: A Mixed-method Investigation.	CHI	2023	DBLP DOI BibTeX RDF
11	Zihan Guan 0001, Mengnan Du, Ninghao Liu	XGBD: Explanation-Guided Graph Backdoor Detection.	ECAI	2023	DBLP DOI BibTeX RDF
11	Guanqi Chen, Lei Yang, Guanhua Chen, Jia Pan	Evaluating Explanation Methods for Vision-and-Language Navigation.	ECAI	2023	DBLP DOI BibTeX RDF
11	Yahui Fu, Koji Inoue, Chenhui Chu, Tatsuya Kawahara	Reasoning before Responding: Integrating Commonsense-based Causality Explanation for Empathetic Response Generation.	SIGDIAL	2023	DBLP DOI BibTeX RDF
11	Seungone Kim, Se June Joo, Yul Jang, Hyungjoo Chae, Jinyoung Yeo	CoTEVer: Chain of Thought Prompting Annotation Toolkit for Explanation Verification.	EACL (System Demonstrations)	2023	DBLP DOI BibTeX RDF
11	Lisa Bauer, Hanna Tischer, Mohit Bansal	Social Commonsense for Explanation and Cultural Bias Discovery.	EACL	2023	DBLP DOI BibTeX RDF
11	Bin Wu, Kuo-Ming Chao, Yinsheng Li	DualFraud: Dual-Target Fraud Detection and Explanation in Supply Chain Finance Across Heterogeneous Graphs.	DASFAA (4)	2023	DBLP DOI BibTeX RDF
11	Kristinn R. Thórisson, Hjörleifur Rörbeck, Jeff Thompson, Hugo Latapie	Explicit Goal-Driven Autonomous Self-Explanation Generation.	AGI	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.	ICAA	2023	DBLP DOI BibTeX RDF
11	Dennis Collaris, Pratik Gajane, Joost Jorritsma, Jarke J. van Wijk, Mykola Pechenizkiy	LEMON: Alternative Sampling for More Faithful Explanation Through Local Surrogate Models.	IDA	2023	DBLP DOI BibTeX RDF
11	Peng Li, Hantian Zhang, Xu Chu, Alexander Seeliger, Cong Yu 0001	Discovering Process-Based Drivers for Case-Level Outcome Explanation.	ICPM Workshops	2023	DBLP DOI BibTeX RDF
11	Neha Rani, Yadi Qian, Sharon Lynn Chu	Explanation for User Trust in Context-Aware Recommender Systems for Search-As-Learning.	ICALT	2023	DBLP DOI BibTeX RDF
11	Binglin Liu, Haitian Liu, Qianchao Hu, Feng Wang	A Method for Evaluating Explanation of Neural Networks Given in Heat Map.	RICAI	2023	DBLP DOI BibTeX RDF
11	Antoine Chaffin, Julien Delaunay	"Honey, Tell Me What's Wrong", Global Explanation of Textual Discriminative Models through Cooperative Generation.	BlackboxNLP@EMNLP	2023	DBLP DOI BibTeX RDF
11	Anthony M. Colas, Jun Araki, Zhengyu Zhou, Bingqing Wang, Zhe Feng 0003	Knowledge-Grounded Natural Language Recommendation Explanation.	BlackboxNLP@EMNLP	2023	DBLP DOI BibTeX RDF
11	Liana Ermakova, Hosein Azarbonyad, Sarah Bertin, Olivier Augereau	Overview of the CLEF 2023 SimpleText Task 2: Difficult Concept Identification and Explanation.	CLEF (Working Notes)	2023	DBLP BibTeX RDF
11	Giacomo Balloccu	Demystifying Recommender Systems: A Multi-faceted Examination of Explanation Generation, Impact, and Perception.	RecSys	2023	DBLP DOI BibTeX RDF
11	M. Moneb Khaled, Aghyad Al Sayadi, Ashraf Elnagar	Commonsense Validation and Explanation in Arabic Text: A Comparative Study Using Arabic BERT Models.	ACIT	2023	DBLP DOI BibTeX RDF
11	Léo Saulières, Martin C. Cooper, Florence Bannay	Reinforcement Learning Explained via Reinforcement Learning: Towards Explainable Policies through Predictive Explanation.	ICAART (2)	2023	DBLP DOI BibTeX RDF
11	Amelie Sophie Robrecht, Stefan Kopp	SNAPE: A Sequential Non-Stationary Decision Process Model for Adaptive Explanation Generation.	ICAART (1)	2023	DBLP DOI BibTeX RDF
11	Ha-Thanh Nguyen, Vu Tran, Minh-Phuong Nguyen, Le-Minh Nguyen 0001, Ken Satoh	How Fine Tuning Affects Contextual Embeddings: A Negative Result Explanation.	ICAART (3)	2023	DBLP DOI BibTeX RDF
11	Ying Ji 0003, Yu Wang 0018, Jien Kato	Spatial-temporal Concept based Explanation of 3D ConvNets.	CVPR	2023	DBLP DOI BibTeX RDF
11	Wei Suo, Mengyang Sun, Weisong Liu, Yiqi Gao, Peng Wang 0015, Yanning Zhang, Qi Wu 0001	S3C: Semi-Supervised VQA Natural Language Explanation via Self-Critical Learning.	CVPR	2023	DBLP DOI BibTeX RDF
11	Siwon Kim, Jinoh Oh, Sungjin Lee, Seunghak Yu, Jaeyoung Do, Tara Taghavi	Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space.	CVPR	2023	DBLP DOI BibTeX RDF
11	Ruo Yang, Binghui Wang, Mustafa Bilgic 0001	IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients.	CVPR	2023	DBLP DOI BibTeX RDF
11	Sahar Ghassabi, Behshid Behkamal, Mostafa Milani	Leveraging Knowledge Graphs for Matching Heterogeneous Entities and Explanation.	IEEE Big Data	2023	DBLP DOI BibTeX RDF
11	Ziang Tang, Zachary King, Alicia Choto Segovia, Han Yu 0008, Gia Braddock, Asami Ito, Ryota Sakamoto, Motomu Shimaoka, Akane Sano	Burnout Prediction and Analysis in Shift Workers: Counterfactual Explanation Approach.	BHI	2023	DBLP DOI BibTeX RDF
11	Misgina Tsighe Hagos, Niamh Belton, Kathleen M. Curran, Brian Mac Namee	Distance-Aware eXplanation Based Learning.	ICTAI	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.	ECIR (3)	2023	DBLP DOI BibTeX RDF
11	Erasmo Purificato, Saijal Shahania, Marcus Thiel, Ernesto William De Luca	FACADE: Fake Articles Classification and Decision Explanation.	ECIR (3)	2023	DBLP DOI BibTeX RDF
11	Lorella Bottino, Mario Cannataro	Explanation of machine learning models for predicting obesity level using Shapley values.	BIBM	2023	DBLP DOI BibTeX RDF
11	Yiming Qian, Liangzhi Li 0004, Huazhu Fu, Meng Wang, Qingsheng Peng, Yih Chung Tham, Ching Yu Cheng, Yong Liu 0026, Rick Siow Mong Goh, Xinxing Xu	Category-Independent Visual Explanation for Medical Deep Network Understanding.	MICCAI (2)	2023	DBLP DOI BibTeX RDF
11	Simona Colucci, Francesco M. Donini, Eugenio Di Sciascio	On the Relevance of Explanation for RDF Resources Similarity.	MOBA	2023	DBLP DOI BibTeX RDF
11	Leopoldo E. Bertossi, Jorge E. Leon	Efficient Computation of Shap Explanation Scores for Neural Network Classifiers via Knowledge Compilation.	JELIA	2023	DBLP DOI BibTeX RDF
11	Ignace Bleukx, Jo Devriendt, Emilio Gamba, Bart Bogaerts 0001, Tias Guns	Simplifying Step-Wise Explanation Sequences.	CP	2023	DBLP DOI BibTeX RDF
11	Xi Ye, Greg Durrett	Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting.	EMNLP	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.	EMNLP	2023	DBLP DOI BibTeX RDF
11	Zhitao He, Pengfei Cao, Yubo Chen 0001, Kang Liu 0001, Ruopeng Li, Mengshu Sun, Jun Zhao	LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation.	EMNLP (Findings)	2023	DBLP DOI BibTeX RDF
11	Yi-Li Hsu, Shih-Chieh Dai, Aiping Xiong, Lun-Wei Ku	Is Explanation the Cure? Misinformation Mitigation in the Short Term and Long Term.	EMNLP (Findings)	2023	DBLP DOI BibTeX RDF
11	Tin Nguyen 0005, Jiannan Xu, Aayushi Roy, Hal Daumé III, Marine Carpuat	Towards Conceptualization of "Fair Explanation": Disparate Impacts of anti-Asian Hate Speech Explanations on Content Moderators.	EMNLP	2023	DBLP DOI BibTeX RDF
11	Zizheng Zhang, Masato Mita, Mamoru Komachi	ClozEx: A Task toward Generation of English Cloze Explanation.	EMNLP (Findings)	2023	DBLP DOI BibTeX RDF
11	Qianlong Wang, Keyang Ding, Bin Liang, Min Yang 0007, Ruifeng Xu	Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models.	EMNLP (Findings)	2023	DBLP DOI BibTeX RDF
11	Dongfang Li, Jindi Yu, Baotian Hu, Zhenran Xu, Min Zhang 0005	ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist Examination.	EMNLP (Findings)	2023	DBLP DOI BibTeX RDF
11	Weibin Cai, Fanwei Zhu, Zemin Liu, Minghui Wu 0001	HeteroCS: A Heterogeneous Community Search System With Semantic Explanation.	SIGIR	2023	DBLP DOI BibTeX RDF
11	Barry Menglong Yao, Aditya Shah, Lichao Sun 0001, Jin-Hee Cho, Lifu Huang	End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models.	SIGIR	2023	DBLP DOI BibTeX RDF
11	Mohammad Reza Ghasemi Madani, Pasquale Minervini	REFER: An End-to-end Rationale Extraction Framework for Explanation Regularization.	CoNLL	2023	DBLP DOI BibTeX RDF
11	Ario Sadafi, Oleksandra Adonkina, Ashkan Khakzar, Peter Lienemann, Rudolf Matthias Hehr, Daniel Rueckert, Nassir Navab, Carsten Marr	Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell Images.	IPMI	2023	DBLP DOI BibTeX RDF
11	Pavel Ircing, Jan Svec	Will XAI Provide Real Explanation or Just a Plausible Rationalization?	ACPR (3)	2023	DBLP DOI BibTeX RDF
11	Yanbo Chen, Weiwei Liu	A Theory of Transfer-Based Black-Box Attacks: Explanation and Implications.	NeurIPS	2023	DBLP BibTeX RDF
11	Ao Sun, Pingchuan Ma 0004, Yuanyuan Yuan, Shuai Wang	Explain Any Concept: Segment Anything Meets Concept-Based Explanation.	NeurIPS	2023	DBLP BibTeX RDF
11	Rattana Pukdee, Dylan Sam, J. Zico Kolter, Maria-Florina Balcan, Pradeep Ravikumar	Learning with Explanation Constraints.	NeurIPS	2023	DBLP BibTeX RDF
11	Jonathan Crabbé, Mihaela van der Schaar	Evaluating the Robustness of Interpretability Methods through Explanation Invariance and Equivariance.	NeurIPS	2023	DBLP BibTeX RDF
11	Wei Liu, Jun Wang, Haozhao Wang, Ruixuan Li 0001, Zhiying Deng, Yuankai Zhang 0002, Yang Qiu	D-Separation for Causal Self-Explanation.	NeurIPS	2023	DBLP BibTeX RDF
11	Eoin M. Kenny, Weipeng Huang	The Utility of "Even if" Semifactual Explanation to Optimise Positive Outcomes.	NeurIPS	2023	DBLP BibTeX RDF
11	Ziqian Zhong, Ziming Liu, Max Tegmark, Jacob Andreas	The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks.	NeurIPS	2023	DBLP BibTeX RDF
11	Zeren Tan, Yang Tian, Jian Li	GLIME: General, Stable and Local LIME Explanation.	NeurIPS	2023	DBLP BibTeX RDF
11	Suraj Srinivas, Sebastian Bordt, Himabindu Lakkaraju	Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness.	NeurIPS	2023	DBLP BibTeX RDF
11	Ziming Wang, Changwu Huang, Xin Yao 0001	Feature Attribution Explanation to Detect Harmful Dataset Shift.	IJCNN	2023	DBLP DOI BibTeX RDF
11	Hidenori Itaya, Tom Sagawa, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi	Visual Explanation for Cooperative Behavior in Multi-Agent Reinforcement Learning.	IJCNN	2023	DBLP DOI BibTeX RDF
11	Yiran Huang, Nicole Schaal, Michael Hefenbrock, Yexu Zhou, Till Riedel, Michael Beigl	McXai: Local Model-Agnostic Explanation As Two Games.	IJCNN	2023	DBLP DOI BibTeX RDF