Randy Goebel

ORCID

Publication Activity (10 Years)

Years Active: 1983-2024
Publications (10 Years): 94

Top Venues

CoRR

JSAI-isAI Workshops

Theor. Comput. Sci.

Rev. Socionetwork Strateg.

Publications

Shahin Atakishiyev, Mohammad Salameh, Randy Goebel
Incorporating Explanations into Human-Machine Interfaces for Trust and Situation Awareness in Autonomous Vehicles. IV (2024)
Nawshad Farruque, Randy Goebel, Sudhakar Sivapalan, Osmar Zaïane
Deep temporal modelling of clinical depression through social media text. Nat. Lang. Process. J. 6 (2024)
Shahin Atakishiyev, Mohammad Salameh, Randy Goebel
Safety Implications of Explainable Artificial Intelligence in End-to-End Autonomous Driving. CoRR (2024)
Randy Goebel, Yoshinobu Kano, Mi-Young Kim, Juliano Rabelo, Ken Satoh, Masaharu Yoshioka
Overview of Benchmark Datasets and Methods for the Legal Information Extraction/Entailment Competition (COLIEE) 2024. JSAI-isAI (2024)
Mi-Young Kim, Juliano Rabelo, Housam Khalifa Bashier Babiker, Md. Abed Rahman, Randy Goebel
Legal Information Retrieval and Entailment Using Transformer-based Approaches. Rev. Socionetwork Strateg. 18 (1) (2024)
Randy Goebel, Yoshinobu Kano, Mi-Young Kim, Juliano Rabelo, Ken Satoh, Masaharu Yoshioka
Preface of Special Issue on 10th Competition on Legal Information of Extraction and Entailment (COLIEE 2023). Rev. Socionetwork Strateg. 18 (1) (2024)
Shahin Atakishiyev, Mohammad Salameh, Hengshuai Yao, Randy Goebel
Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions. IEEE Access 12 (2024)
Randy Goebel, Yoshinobu Kano, Mi-Young Kim, Juliano Rabelo, Ken Satoh, Masaharu Yoshioka
Overview and Discussion of the Competition on Legal Information, Extraction/Entailment (COLIEE) 2023. Rev. Socionetwork Strateg. 18 (1) (2024)
Shahin Atakishiyev, Mohammad Salameh, Randy Goebel
Incorporating Explanations into Human-Machine Interfaces for Trust and Situation Awareness in Autonomous Vehicles. CoRR (2024)
Ha Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh
LawGiBa - Combining GPT, Knowledge Bases, and Logic Programming in a Legal Assistance System. JURIX (2023)
Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh
How well do SOTA legal reasoning models support abductive reasoning? ICLP Workshops (2023)
Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh
A negation detection assessment of GPTs: analysis with the xNot360 dataset. CoRR (2023)
Shahin Atakishiyev, Mohammad Salameh, Housam Khalifa Bashier Babiker, Randy Goebel
Explaining Autonomous Driving Actions with Visual Question Answering. ITSC (2023)
Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh
Black-Box Analysis: GPTs Across Time in Legal Textual Entailment Task. CoRR (2023)
Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel
From Intermediate Representations to Explanations: Exploring Hierarchical Structures in NLP. ECAI (2023)
Shahin Atakishiyev, Mohammad Salameh, Housam Khalifa Bashier Babiker, Randy Goebel
Explaining Autonomous Driving Actions with Visual Question Answering. CoRR (2023)
Xing Chen, Dongcui Diao, Hechang Chen, Hengshuai Yao, Haiyin Piao, Zhixiao Sun, Zhiwei Yang, Randy Goebel, Bei Jiang, Yi Chang
The Sufficiency of Off-Policyness and Soft Clipping: PPO Is Still Insufficient according to an Off-Policy Measure. AAAI (2023)
Randy Goebel, Yoshinobu Kano, Mi-Young Kim, Juliano Rabelo, Ken Satoh, Masaharu Yoshioka
Summary of the Competition on Legal Information, Extraction/Entailment (COLIEE) 2023. ICAIL (2023)
Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh
How well do SOTA legal reasoning models support abductive reasoning? CoRR (2023)
Randy Goebel, Yoshinobu Kano, Mi-Young Kim, Juliano Rabelo, Ken Satoh, Masaharu Yoshioka
Preface of Special Issue on 8th Competition on Legal Information of Extraction and Entailment (COLIEE 2021). Rev. Socionetwork Strateg. 16 (1) (2022)
Nawshad Farruque, Randy Goebel, Sudhakar Sivapalan, Osmar Zaïane
Depression Symptoms Modelling from Social Media Text: A Semi-supervised Learning Approach. CoRR (2022)
Juliano Rabelo, Randy Goebel, Mi-Young Kim, Yoshinobu Kano, Masaharu Yoshioka, Ken Satoh
Overview and Discussion of the Competition on Legal Information Extraction/Entailment (COLIEE) 2021. Rev. Socionetwork Strateg. 16 (1) (2022)
Juliano Rabelo, Mi-Young Kim, Randy Goebel
Semantic-Based Classification of Relevant Case Law. JSAI-isAI Workshops (2022)
Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel
Locally Distributed Activation Vectors for Guided Feature Attribution. COLING (2022)
Mingyang Gong, Randy Goebel, Guohui Lin, Eiji Miyano
Improved approximation algorithms for non-preemptive multiprocessor scheduling with testing. J. Comb. Optim. 44 (1) (2022)
Nawshad Farruque, Osmar Zaïane, Randy Goebel, Sudhakar Sivapalan
DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers. LT-EDI (2022)
Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel
Neural Networks with Feature Attribution and Contrastive Explanations. ECML/PKDD (1) (2022)
Amir Rasouli, Randy Goebel, Matthew E. Taylor, Iuliia Kotseruba, Soheil Alizadeh, Tianpei Yang, Montgomery Alban, Florian Shkurti, Yuzheng Zhuang, Adam Scibior, Kasra Rezaee, Animesh Garg, David Meger, Jun Luo, Liam Paull, Weinan Zhang, Xinyu Wang, Xi Chen
NeurIPS 2022 Competition: Driving SMARTS. CoRR (2022)
Mi-Young Kim, Juliano Rabelo, Randy Goebel, Masaharu Yoshioka, Yoshinobu Kano, Ken Satoh
COLIEE 2022 Summary: Methods for Legal Document Retrieval and Entailment. JSAI-isAI Workshops (2022)
Nawshad Farruque, Randy Goebel, Sudhakar Sivapalan, Osmar R. Zaïane
Deep Temporal Modelling of Clinical Depression through Social Media Text. CoRR (2022)
Yong Chen, Randy Goebel, Guohui Lin, Longcheng Liu, Bing Su, Weitian Tong, Yao Xu, An Zhang
A local search 4/3-approximation algorithm for the minimum 3-path partition problem. J. Comb. Optim. 44 (5) (2022)
Mi-Young Kim, Juliano Rabelo, Kingsley Okeke, Randy Goebel
Legal Information Retrieval and Entailment Based on BM25, Transformer and Semantic Thesaurus Methods. Rev. Socionetwork Strateg. 16 (1) (2022)
Yong Chen, Yinhui Cai, Longcheng Liu, Guangting Chen, Randy Goebel, Guohui Lin, Bing Su, An Zhang
Path cover with minimum nontrivial paths and its application in two-machine flow-shop scheduling with a conflict graph. J. Comb. Optim. 43 (3) (2022)
Nawshad Farruque, Randy Goebel, Osmar R. Zaïane, Sudhakar Sivapalan
Explainable Zero-Shot Modelling of Clinical Depression Symptoms from Text. ICMLA (2021)
Nawshad Farruque, Chenyang Huang, Osmar R. Zaïane, Randy Goebel
Basic and Depression Specific Emotion Identification in Tweets: Multi-label Classification Experiments. CoRR (2021)
Mohomed Shazan Mohomed Jabbar, Luke N. Kumar, Hamman Waqar Samuel, Mi-Young Kim, Sankalp Prabhakar, Randy Goebel, Osmar Zaïane
DeepDup: Duplicate Question Detection in Community Question Answering. ICDLT (2021)
Shahin Atakishiyev, Mohammad Salameh, Hengshuai Yao, Randy Goebel
Explainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions. CoRR (2021)
Jianming Dong, Randy Goebel, Jueliang Hu, Guohui Lin, Bing Su
Minimizing total job completion time in MapReduce scheduling. Comput. Ind. Eng. 158 (2021)
Nawshad Farruque, Randy Goebel, Osmar Zaïane
A comprehensive empirical analysis on cross-domain semantic enrichment for detection of depressive language. CoRR (2021)
Mi-Young Kim, Shahin Atakishiyev, Housam Khalifa Bashier Babiker, Nawshad Farruque, Randy Goebel, Osmar R. Zaïane, Mohammad H. Motallebi, Juliano Rabelo, Talat Iqba Syed, Hengshuai Yao, Peter Chun
A Multi-Component Framework for the Analysis and Design of Explainable Artificial Intelligence. Mach. Learn. Knowl. Extr. 3 (4) (2021)
Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel
DISK-CSV: Distilling Interpretable Semantic Knowledge with a Class Semantic Vector. EACL (2021)
Shahin Atakishiyev, Mohammad Salameh, Hengshuai Yao, Randy Goebel
Towards safe, explainable, and regulated autonomous driving. CoRR (2021)
Nawshad Farruque, Randy Goebel, Osmar Zaïane, Sudhakar Sivapalan
STEP-EZ: Syntax Tree guided semantic ExPlanation for Explainable Zero-shot modeling of clinical depression symptoms from text. CoRR (2021)
Amir Rasouli, Soheil Alizadeh, Iuliia Kotseruba, Yi Ma, Hebin Liang, Yuan Tian, Zhiyu Huang, Haochen Liu, Jingda Wu, Randy Goebel, Tianpei Yang, Matthew E. Taylor, Liam Paull, Xi Chen
Driving SMARTS Competition at NeurIPS 2022: Insights and Outcome. NeurIPS (Competition and Demos) (2021)
Longcheng Liu, Yong Chen, Jianming Dong, Randy Goebel, Guohui Lin, Yue Luo, Guanqun Ni, Bing Su, Yao Xu, An Zhang
Approximation algorithms for the three-machine proportionate mixed shop scheduling. Theor. Comput. Sci. 803 (2020)
Juliano Rabelo, Mi-Young Kim, Randy Goebel, Masaharu Yoshioka, Yoshinobu Kano, Ken Satoh
COLIEE 2020: Methods for Legal Document Retrieval and Entailment. JSAI-isAI Workshops (2020)
Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel
RANCC: Rationalizing Neural Networks via Concept Clustering. COLING (2020)
Andreas Holzinger, Randy Goebel, Ruth Fong, Taesup Moon, Klaus-Robert Müller, Wojciech Samek
xxAI - Beyond Explainable Artificial Intelligence. xxAI@ICML (2020)
Yong Chen, Randy Goebel, Guohui Lin, Bing Su, An Zhang
Open-shop scheduling for unit jobs under precedence constraints. Theor. Comput. Sci. 803 (2020)
Luca Longo, Randy Goebel, Freddy Lécué, Peter Kieseberg, Andreas Holzinger
Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions. CD-MAKE (2020)
Juliano Rabelo, Mi-Young Kim, Randy Goebel
The Application of Text Entailment Techniques in COLIEE 2020. JSAI-isAI Workshops (2020)
Shahin Atakishiyev, Housam Khalifa Bashier Babiker, Nawshad Farruque, Randy Goebel, M.-Y. Kima, Mohammad H. Motallebi, Juliano Rabelo, Talat Iqba Syed, Osmar R. Zaïane
A multi-component framework for the analysis and design of explainable artificial intelligence. CoRR (2020)
Juliano Rabelo, Mi-Young Kim, Randy Goebel
Combining Similarity and Transformer Methods for Case Law Entailment. ICAIL (2019)
Mi-Young Kim, Juliano Rabelo, Randy Goebel
Statute Law Information Retrieval and Entailment. ICAIL (2019)
Yong Chen, Randy Goebel, Guohui Lin, Bing Su, Yao Xu, An Zhang
An improved approximation algorithm for the minimum 3-path partition problem. J. Comb. Optim. 38 (1) (2019)
Yao Lu, Linqing Liu, Zhile Jiang, Min Yang, Randy Goebel
A Multi-Task Learning Framework for Abstractive Text Summarization. AAAI (2019)
Tomonobu Ozaki, Randy Goebel, Katsumi Inoue
From Fifth Generation Computing to Skill Science - A Biographical Essay of Koichi Furukawa. New Gener. Comput. 37 (2) (2019)
Juliano Rabelo, Mi-Young Kim, Randy Goebel, Masaharu Yoshioka, Yoshinobu Kano, Ken Satoh
A Summary of the COLIEE 2019 Competition. JSAI-isAI Workshops (2019)
Yong Chen, Randy Goebel, Bing Su, Weitian Tong, Yao Xu, An Zhang
A 21/16-Approximation for the Minimum 3-Path Partition Problem. ISAAC (2019)
Yong Chen, Randy Goebel, Guohui Lin, Longcheng Liu, Bing Su, Weitian Tong, Yao Xu, An Zhang
A Local Search 4/3-approximation Algorithm for the Minimum 3-path Partition Problem. FAW (2019)
Nawshad Farruque, Osmar R. Zaïane, Randy Goebel
Augmenting Semantic Representation of Depressive Language: From Forums to Microblogs. ECML/PKDD (3) (2019)
Nawshad Farruque, Chenyang Huang, Osmar Zaïane, Randy Goebel
Basic and Depression Specific Emotions Identification in Tweets: Multi-label Classification Experiments. CICLing (2) (2019)
Yinhui Cai, Guangting Chen, Yong Chen, Randy Goebel, Guohui Lin, Longcheng Liu, An Zhang
Approximation Algorithms for Two-Machine Flow-Shop Scheduling with a Conflict Graph. COCOON (2018)
Mohomed Shazan Mohomed Jabbar, Luke N. Kumar, Hamman Samuel, Mi-Young Kim, Sankalp Prabhakar, Randy Goebel, Osmar R. Zaïane
On Generality and Knowledge Transferability in Cross-Domain Duplicate Question Detection for Heterogeneous Community Question Answering. CoRR (2018)
Randy Goebel, Ajay Chander, Katharina Holzinger, Freddy Lécué, Zeynep Akata, Simone Stumpf, Peter Kieseberg, Andreas Holzinger
Explainable AI: The New 42? CD-MAKE (2018)
Wenchang Luo, Yao Xu, Boyuan Gu, Weitian Tong, Randy Goebel, Guohui Lin
Algorithms for Communication Scheduling in Data Gathering Network with Data Compression. Algorithmica 80 (11) (2018)
Wenchang Luo, Taibo Luo, Randy Goebel, Guohui Lin
Rescheduling due to machine disruption to minimize the total weighted completion time. J. Sched. 21 (5) (2018)
Yinhui Cai, Guangting Chen, Yong Chen, Randy Goebel, Guohui Lin, Longcheng Liu, An Zhang
Approximation algorithms for two-machine flow-shop scheduling with a conflict graph. CoRR (2018)
Longcheng Liu, Yong Chen, Jianming Dong, Randy Goebel, Guohui Lin, Yue Luo, Guanqun Ni, Bing Su, An Zhang
Approximation algorithms for the three-machine proportionate mixed shop scheduling. CoRR (2018)
An Zhang, Yong Chen, Randy Goebel, Guohui Lin
Open-Shop Scheduling for Unit Jobs Under Precedence Constraints. COCOA (2018)
Yong Chen, Randy Goebel, Guohui Lin, Longcheng Liu, Bing Su, Weitian Tong, Yao Xu, An Zhang
A local search 4/3-approximation algorithm for the minimum 3-path partition problem. CoRR (2018)
Yoshinobu Kano, Mi-Young Kim, Masaharu Yoshioka, Yao Lu, Juliano Rabelo, Naoki Kiyota, Randy Goebel, Ken Satoh
COLIEE-2018: Evaluation of the Competition on Legal Information Extraction and Entailment. JSAI-isAI Workshops (2018)
Weitian Tong, Eiji Miyano, Randy Goebel, Guohui Lin
An approximation scheme for minimizing the makespan of the parallel identical multi-stage flow-shops. Theor. Comput. Sci. 734 (2018)
Longcheng Liu, Guanqun Ni, Yong Chen, Randy Goebel, Yue Luo, An Zhang, Guohui Lin
Approximation Algorithms and a Hardness Result for the Three-Machine Proportionate Mixed Shop. AAIM (2018)
Housam Khalifa Bashier Babiker, Randy Goebel
An Introduction to Deep Visual Explanation. CoRR (2017)
Mi-Young Kim, Randy Goebel
Two-step cascaded textual entailment for legal bar exam question answering. ICAIL (2017)
Housam Khalifa Bashier Babiker, Randy Goebel, Irene Cheng
Facial expression recognition using SVM classification on mic-macro patterns. ICIP (2017)
Yoshinobu Kano, Mi-Young Kim, Randy Goebel, Ken Satoh
Overview of COLIEE 2017. COLIEE@ICAIL (2017)
Housam Khalifa Bashier Babiker, Randy Goebel
Using KL-divergence to focus Deep Visual Explanation. CoRR (2017)
Mi-Young Kim, Yao Lu, Randy Goebel
Textual Entailment in Legal Bar Exam Question Answering Using Deep Siamese Networks. JSAI-isAI Workshops (2017)
Wenchang Luo, Taibo Luo, Randy Goebel, Guohui Lin
On rescheduling due to machine disruption while to minimize the total weighted completion time. CoRR (2017)
Jueliang Hu, Taibo Luo, Xiaotong Su, Jianming Dong, Weitian Tong, Randy Goebel, Yinfeng Xu, Guohui Lin
Machine scheduling with a maintenance interval and job delivery coordination. Optim. Lett. 10 (8) (2016)
Randy Goebel
Why Visualization is an AI-complete Problem (and Why That Matters). IV (2016)
Yao Xu, Randy Goebel, Guohui Lin
Submodular and supermodular multi-labeling, and vertex happiness. CoRR (2016)
Weitian Tong, Randy Goebel, Guohui Lin
Smoothed heights of tries and patricia tries. Theor. Comput. Sci. 609 (2016)
Mi-Young Kim, Ying Xu, Yao Lu, Randy Goebel
Question Answering of Bar Exams by Paraphrasing and Legal Text Analysis. JSAI-isAI Workshops (2016)
Weitian Tong, Eiji Miyano, Randy Goebel, Guohui Lin
A PTAS for the Multiple Parallel Identical Multi-stage Flow-Shops to Minimize the Makespan. FAW (2016)
Mi-Young Kim, Ying Xu, Osmar R. Zaïane, Randy Goebel
Recognition of Patient-Related Named Entities in Noisy Tele-Health Texts. ACM Trans. Intell. Syst. Technol. 6 (4) (2015)
Ying Xu, Christoph Ringlstetter, Mi-Young Kim, Grzegorz Kondrak, Randy Goebel, Yusuke Miyao
A Lexicalized Tree Kernel for Open Information Extraction. ACL (2) (2015)
Jonas Sjöbergh, Xingkai Li, Randy Goebel, Yuzuru Tanaka
A Visualization-Analytics-Interaction Workflow Framework for Exploratory and Explanatory Search on Geo-located Search Data Using the Meme Media Digital Dashboard. IV (2015)
Liqin Huang, Weitian Tong, Randy Goebel, Tian Liu, Guohui Lin
A 0.5358-approximation for Bandpass-2. J. Comb. Optim. 30 (3) (2015)
Jueliang Hu, Taibo Luo, Xiaotong Su, Jianming Dong, Weitian Tong, Randy Goebel, Yinfeng Xu, Guohui Lin
Machine Scheduling with a Maintenance Interval and Job Delivery Coordination. FAW (2015)
Andreas Holzinger, Randy Goebel, Vasile Palade, Massimo Ferri
Towards Integrative Machine Learning and Knowledge Extraction. BIRS-IMLKE (2015)
Mi-Young Kim, Ying Xu, Randy Goebel
Applying a Convolutional Neural Network to Legal Question Answering. JSAI-isAI Workshops (2015)
Randy Goebel
A Sketch of a Theory of Visualization. IVAPP (2014)
Xingkai Li, Randy Goebel, Jonas Sjöbergh
Towards the Identification of Consumer Trajectories in Geo-Located Search Data. IV (2014)
Zhixiang Chen, Bin Fu, Randy Goebel, Guohui Lin, Weitian Tong, Jinhui Xu, Boting Yang, Zhiyu Zhao, Binhai Zhu
On the approximability of the exemplar adjacency number problem for genomes with gene repetitions. Theor. Comput. Sci. 550 (2014)
Weitian Tong, Randy Goebel, Guohui Lin
On the Smoothed Heights of Trie and Patricia Index Trees. COCOON (2014)
Mi-Young Kim, Ying Xu, Randy Goebel
Legal Question Answering Using Ranking SVM and Syntactic/Semantic Similarity. JSAI-isAI Workshops (2014)
Weitian Tong, Randy Goebel, Guohui Lin
Approximating the minimum independent dominating set in perturbed graphs. Theor. Comput. Sci. 554 (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Randy Goebel