Automated Rationale Generation: A Technique for Explainable AI and its Effects on Human Perceptions

11 January 2019

Papers citing "Automated Rationale Generation: A Technique for Explainable AI and its Effects on Human Perceptions"

38 / 38 papers shown

Title
Explainable Reinforcement Learning Agents Using World Models Madhuri Singh Amal Alabdulkarim Gennie Mansi Mark O. Riedl 19 0 0 12 May 2025
Thoughts without Thinking: Reconsidering the Explanatory Value of Chain-of-Thought Reasoning in LLMs through Agentic Pipelines R. Manuvinakurike Emanuel Moss E. A. Watkins Saurav Sahay G. Raffa L. Nachman LRM 28 0 0 01 May 2025
Policy-to-Language: Train LLMs to Explain Decisions with Flow-Matching Generated Rewards Xinyi Yang Liang Zeng Heng Dong C. Yu X. Wu H. Yang Yu Wang Milind Tambe Tonghan Wang 70 2 0 18 Feb 2025
Citations and Trust in LLM Generated Responses Yifan Ding Matthew Facciani Amrit Poudel Ellen Joyce Salvador Aguiñaga Balaji Veeramani Sanmitra Bhattacharya Tim Weninger HILM 41 3 0 03 Jan 2025
Enhancing Security Testing Software for Systems that Cannot be Subjected to the Risks of Penetration Testing Through the Incorporation of Multi-threading and and Other Capabilities Matthew Tassava Cameron Kolodjski Jordan Milbrath Jeremy Straub 23 1 0 17 Sep 2024
Explainable AI Reloaded: Challenging the XAI Status Quo in the Era of Large Language Models Upol Ehsan Mark O. Riedl 23 2 0 09 Aug 2024
Should XAI Nudge Human Decisions with Explanation Biasing? Yosuke Fukuchi Seiji Yamada 29 0 0 11 Jun 2024
Explainability of machine learning approaches in forensic linguistics: a case study in geolinguistic authorship profiling Dana Roemling Yves Scherrer Aleksandra Miletic 53 0 0 29 Apr 2024
Fiper: a Visual-based Explanation Combining Rules and Feature Importance Eleonora Cappuccio D. Fadda Rosa Lanzilotti Salvatore Rinzivillo FAtt 25 1 0 25 Apr 2024
InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks Somnath Banerjee Maulindu Sarkar Punyajoy Saha Binny Mathew Animesh Mukherjee TDI 31 0 0 22 Feb 2024
What is the focus of XAI in UI design? Prioritizing UI design principles for enhancing XAI user experience Dian Lei Yao He Jianyou Zeng 26 1 0 21 Feb 2024
ALMANACS: A Simulatability Benchmark for Language Model Explainability Edmund Mills Shiye Su Stuart J. Russell Scott Emmons 46 7 0 20 Dec 2023
Towards a Praxis for Intercultural Ethics in Explainable AI Chinasa T. Okolo 31 3 0 24 Apr 2023
A Systematic Literature Review of User Trust in AI-Enabled Systems: An HCI Perspective T. A. Bach Amna Khan Harry P. Hallock Gabriel Beltrao Sonia C. Sousa 11 99 0 18 Apr 2023
A System's Approach Taxonomy for User-Centred XAI: A Survey Ehsan Emamirad Pouya Ghiasnezhad Omran A. Haller S. Gregor 21 1 0 06 Mar 2023
Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations Valerie Chen Q. V. Liao Jennifer Wortman Vaughan Gagan Bansal 36 103 0 18 Jan 2023
Towards the design of user-centric strategy recommendation systems for collaborative Human-AI tasks Lakshita Dodeja Pradyumna Tambwekar Erin Hedlund-Botti Matthew C. Gombolay 11 10 0 17 Jan 2023
Towards Reconciling Usability and Usefulness of Explainable AI Methodologies Pradyumna Tambwekar Matthew C. Gombolay 28 8 0 13 Jan 2023
Experiential Explanations for Reinforcement Learning Amal Alabdulkarim Madhuri Singh Gennie Mansi Kaely Hall Mark O. Riedl Mark O. Riedl OffRL 36 2 0 10 Oct 2022
Mediators: Conversational Agents Explaining NLP Model Behavior Nils Feldhus A. Ravichandran Sebastian Möller 27 16 0 13 Jun 2022
Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions A. Daruna Devleena Das Sonia Chernova 25 9 0 04 May 2022
Explain yourself! Effects of Explanations in Human-Robot Interaction Jakob Ambsdorf A. Munir Yiyao Wei Klaas Degkwitz Harm Matthias Harms ... Kyra Ahrens Dennis Becker Erik Strahl Tom Weber S. Wermter 19 8 0 09 Apr 2022
Reframing Human-AI Collaboration for Generating Free-Text Explanations Sarah Wiegreffe Jack Hessel Swabha Swayamdipta Mark O. Riedl Yejin Choi 19 142 0 16 Dec 2021
Explaining Deep Reinforcement Learning Agents In The Atari Domain through a Surrogate Model Alexander Sieusahai Matthew J. Guzdial 27 13 0 07 Oct 2021
Explainability Pitfalls: Beyond Dark Patterns in Explainable AI Upol Ehsan Mark O. Riedl XAI SILM 51 58 0 26 Sep 2021
Semantic-Based Explainable AI: Leveraging Semantic Scene Graphs and Pairwise Ranking to Explain Robot Failures Devleena Das Sonia Chernova 23 20 0 08 Aug 2021
The Who in XAI: How AI Background Shapes Perceptions of AI Explanations Upol Ehsan Samir Passi Q. V. Liao Larry Chan I-Hsiang Lee Michael J. Muller Mark O. Riedl 27 85 0 28 Jul 2021
Levels of explainable artificial intelligence for human-aligned conversational explanations Richard Dazeley Peter Vamplew Cameron Foale Charlotte Young Sunil Aryal F. Cruz 30 89 0 07 Jul 2021
On the Diversity and Limits of Human Explanations Chenhao Tan 16 31 0 22 Jun 2021
Explainable Autonomous Robots: A Survey and Perspective Tatsuya Sakai Takayuki Nagai 20 67 0 06 May 2021
Local Interpretations for Explainable Natural Language Processing: A Survey Siwen Luo Hamish Ivison S. Han Josiah Poon MILM 33 48 0 20 Mar 2021
Explainable AI for Robot Failures: Generating Explanations that Improve User Assistance in Fault Recovery Devleena Das Siddhartha Banerjee Sonia Chernova 12 113 0 05 Jan 2021
Limitations of Deep Neural Networks: a discussion of G. Marcus' critical appraisal of deep learning Stefanos Tsimenidis 19 12 0 22 Dec 2020
AIST: An Interpretable Attention-based Deep Learning Model for Crime Prediction Yeasir Rayhan T. Hashem 10 22 0 16 Dec 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 19 376 0 26 Jun 2020
An Interaction Framework for Studying Co-Creative AI Matthew J. Guzdial Mark O. Riedl 14 37 0 22 Mar 2019
Human-Centered Artificial Intelligence and Machine Learning Mark O. Riedl SyDa 19 261 0 31 Jan 2019
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 216 7,923 0 17 Aug 2015