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614f8eba720cfc7ff00274bd64fb0a3f-Paper-Conference.pdf

WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models

Neural Information Processing Systems

Where the updated knowledge resides in memories is a fundamental question for model editing.

5f2f5882d6166d814629ada0cd95f9a0-Paper-Conference.pdf

Doing Experiments and Revising Rules with Natural Language and Probabilistic Reasoning

Neural Information Processing Systems

We give a model of how to infer natural language rules by doing experiments.

5ef9853a6cdea40ae3e301a6d8dc32b5-Paper-Datasets_and_Benchmarks_Track.pdf

Graph Convolutions Enrich the Self-Attention in Transformers!

Neural Information Processing Systems

Details and more visualizations are in Appendices C and D.

Appendix

Neural Information Processing Systems

Moreover, there remains a considerable gap between the ability to answer exam questions and the application of this knowledge in real-world situations. To bridge the gap and thoroughly assess LLMs in supporting the crop science field, we introduce CROP.

Empowering and Assessing the Utility of Large Language Models in Crop Science

Neural Information Processing Systems

The CROP benchmark includes 5,045 multiple-choice questions covering three difficulty levels.

5dfbe6f5671e82c76841ba687a8a9ecb-Paper-Conference.pdf

Equivariant spatio-hemispherical networks for diffusion MRI deconvolution

Neural Information Processing Systems

Each voxel in a diffusion MRI (dMRI) image contains a spherical signal corresponding to the direction and strength of water diffusion in the brain.