Position Paper on Dataset Engineering to Accelerate Science
- 2023
- AAAI 2023
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137 results for Explainable AI
Leveraging Simple Model Predictions for Enhancing its Performance
- Amit Dhurandhar
- Karthikeyan Shanmugam
- et al.
- 2020
- ICML 2020
Deep Learning on Graphs: Methods and Applications (DLG-AAAI’23)
- Lingfei Wu
- Jian Pei
- et al.
- 2023
- AAAI 2023
A neuro-vector-symbolic architecture for solving Raven’s progressive matrices
- Michael Hersche
- Mustafa Zeqiri
- et al.
- 2023
- Nature Machine Intelligence
Combining explainable machine learning, demographic and multi-omic data to inform precision medicine strategies for inflammatory bowel disease
- 2022
- PLoS ONE
AI Explainability in Clinical Context
- Daniel M. Gruen
- Shruthi Chari
- et al.
- 2021
- AAAI 2021
A Graph per Persona: Reasoning about Subjective Natural Language Descriptions
- Eunjeong Hwang
- Vered Shwartz
- et al.
- 2024
- ACL 2024
STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language Models
- Shreyas Basavatia
- Keerthiram Murugesan
- et al.
- 2024
- ACL 2024
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
- Keerthiram Murugesan
- Sarathkrishna Swaminathan
- et al.
- 2023
- ACL 2023
SubsetGAN: Pattern detection in the activation space for Identifying Synthesised Content
- 2021
- ICML 2021