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cs.CL2026
CORE: Comprehensive Ontological Relation Evaluation for Large Language Models
Satyam Dwivedi, Sanjukta Ghosh, Shivam Dwivedi +7
Large Language Models (LLMs) perform well on many reasoning benchmarks, yet existing evaluations rarely assess their ability to distinguish between meaningful semantic relations an…
cs.CL2022★ 64 cited
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems
Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas +38
We present results from a large-scale experiment on pretraining encoders with non-embedding parameter counts ranging from 700M to 9.3B, their subsequent distillation into smaller m…