Leilani H. Gilpin

25 papers A* 2A 1B 2C 1Misc 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Follow My Lead: Logical Fallacy Classification with Knowledge-Augmented LLMs.
CoRR
Olivia Peiyu Wang, Tashvi Bansal, Ryan Bai, Emily M. Chui, Leilani H. Gilpin
2025 J jnl
Guaranteed Optimal Compositional Explanations for Neurons.
CoRR
Biagio La Rosa, Leilani H. Gilpin
2025 J jnl
Open Vocabulary Compositional Explanations for Neuron Alignment.
CoRR
Biagio La Rosa, Leilani H. Gilpin
2025 C ed.
Proceedings of The 19th International Conference on Neurosymbolic Learning and Reasoning (NeSy 2025), 8-10 September 2025, Santa Cruz, CA, USA
NeSy
Leilani H. Gilpin, Eleonora Giunchiglia, Pascal Hitzler, Emile van Krieken
2025 J jnl
VFSI: Validity First Spatial Intelligence for Constraint-Guided Traffic Diffusion.
CoRR
Kargi Chauhan, Leilani H. Gilpin
2024 — conf
ProSLM: A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering.
NeSy (2)
Priyesh Vakharia, Abigail Kufeldt, Max Meyers, Ian Lane, Leilani H. Gilpin
2024 J jnl
Right this way: Can VLMs Guide Us to See More to Answer Questions?
CoRR
Li Liu, Diji Yang, Sijia Zhong, Kalyana Suma Sree Tholeti, Lei Ding, Yi Zhang, Leilani H. Gilpin
2024 J jnl
Slug Mobile: Test-Bench for RL Testing.
CoRR
Jonathan Wellington Morris, Vishrut Shah, Alex Besanceney, Daksh Shah, Leilani H. Gilpin
2023 A* conf
Accountability Layers: Explaining Complex System Failures by Parts.
AAAI
Leilani H. Gilpin
2023 J jnl
Anticipatory Thinking Challenges in Open Worlds: Risk Management.
CoRR
Adam Amos-Binks, Dustin Dannenhauer, Leilani H. Gilpin
2023 J jnl
Can Large Language Models Explain Themselves? A Study of LLM-Generated Self-Explanations.
CoRR
Shiyuan Huang, Siddarth Mamidanna, Shreedhar Jangam, Yilun Zhou, Leilani H. Gilpin
2023 J jnl
Convolutional Neural Network Model for Diabetic Retinopathy Feature Extraction and Classification.
CoRR
Sharan Subramanian, Leilani H. Gilpin
2023 J jnl
The anticipatory paradigm.
AI Mag.
Adam Amos-Binks, Dustin Dannenhauer, Leilani H. Gilpin
2023 J jnl
Towards a fuller understanding of neurons with Clustered Compositional Explanations.
CoRR
Biagio La Rosa, Leilani H. Gilpin, Roberto Capobianco
2022 J jnl
"Explanation" is Not a Technical Term: The Problem of Ambiguity in XAI.
CoRR
Leilani H. Gilpin, Andrew R. Paley, Mohammed A. Alam, Sarah Spurlock, Kristian J. Hammond
2021 Misc conf
Anticipatory Thinking: A Testing and Representation Challenge for Self-Driving Cars.
CISS
Leilani H. Gilpin
2021 B conf
Explaining Multimodal Errors in Autonomous Vehicles.
DSAA
Leilani H. Gilpin, Vishnu Penubarthi, Lalana Kagal
2019 A conf
An Adaptable Self-Monitoring Framework for Opaque Machines.
AAMAS
Leilani H. Gilpin, Lalana Kagal
2019 J jnl
Explaining Explanations to Society.
CoRR
Leilani H. Gilpin, Cecilia Testart, Nathaniel Fruchter, Julius Adebayo
2019 J jnl
Reports of the AAAI 2019 Spring Symposium Series.
AI Mag.
Ioana Baldini, Clark W. Barrett, Antonio Chella, Carlos Cinelli, David Gamez, Leilani H. Gilpin, Knut Hinkelmann, Dylan Holmes, Takashi Kido, Murat Kocaoglu, William F. Lawless, Alessio Lomuscio, Jamie C. Macbeth, Andreas Martin, Ranjeev Mittu, Evan Patterson, Donald Sofge, Prasad Tadepalli, Keiki Takadama, Shomir Wilson
2018 J jnl
Explaining Explanations: An Approach to Evaluating Interpretability of Machine Learning.
CoRR
Leilani H. Gilpin, David Bau, Ben Z. Yuan, Ayesha Bajwa, Michael A. Specter, Lalana Kagal
2018 B conf
Explaining Explanations: An Overview of Interpretability of Machine Learning.
DSAA
Leilani H. Gilpin, David Bau, Ben Z. Yuan, Ayesha Bajwa, Michael A. Specter, Lalana Kagal
2018 — conf
Perception of Speaker Personality Traits Using Speech Signals.
CHI Extended Abstracts
Leilani H. Gilpin, Danielle M. Olson, Tarfah Alrashed
2018 — conf
Reasonable Perception: Connecting Vision and Language Systems for Validating Scene Descriptions.
HRI (Companion)
Leilani H. Gilpin, Cagri Zaman, Danielle Olson, Ben Z. Yuan
2018 A* conf
Reasonableness Monitors.
AAAI
Leilani H. Gilpin