Of Brittleness and Bottlenecks: Challenges in the Creation of Pattern-Recognition and Expert-System Models

By Mark A. Musen, J. Lei. 1988

Subfields: Safety, Robustness & Interpretability

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In Safety, Robustness & Interpretability

1. Peter Clark
2. Oyvind Tafjord
3. Kyle Richardson

Citations in the corpus

• Transformers as Soft Reasoners over Language (2020, background): “, 2002]), building and reasoning over the required formal representations has also proved challenging [Musen and Van der Lei, 1988].”
• A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks (2023, background): “However, the use of formal representation has posed a significant challenge to this line of research (Mark A Musen, 1988).”