NumericJev: Jev-like LLM Numerical Decoding with Multiway Decision Trees
stat.ML, cs.AI, cs.LG
Submitted: 2026-09-23
Updated: 2026-09-23
Code: https://github.com/Bring-AI/jev-numeric
Terminology
Sources
- Neural Spline Flows
- Large Language Models Are Zero-Shot Time Series Forecasters
- LoRA: Low-Rank Adaptation of Large Language Models
- Predicting Conditional Quantiles via Reduction to Classification
- Regression-aware Inference with LLMs
- Training language models to follow instructions with human feedback
- LLM Processes: Numerical Predictive Distributions Conditioned on Natural Language
- Large Language Models Are Not Robust Multiple Choice Selectors
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