rola
Datasets
All datasets matching “rola”pleiades-vault-cleangranite-4.2-8b-symbolic-cot-tracesRolandCorpus-augmentedimprecision-bench
imprecision-bench
A multimodal benchmark for evaluating whether LLMs calibrate linguistic precision to pragmatic context, paired with 475 human productions and a peer-reviewed RSA baseline (r² ≈ 0.97).
This dataset accompanies the paper:
Modeling (Im)precision in Context
Roland Mühlenbernd, Stephanie Solt
Linguistics Vanguard, 2022
[Paper] · [Source Data] · [Companion Repo]
Notebook
notebook.ipynb — guided walkthrough: data loading, sample evaluation (1 row… See the full description on the dataset page: https://huggingface.co/datasets/RolandM/imprecision-bench.per-ma-to
Scaling Synthetic Data Creation with 1,000,000,000 Personas
This repo releases data introduced in our paper Scaling Synthetic Data Creation with 1,000,000,000 Personas:
We propose a novel persona-driven data synthesis methodology that leverages various perspectives within a large language model (LLM) to create diverse synthetic data. To fully exploit this methodology at scale, we introduce PERSONA HUB – a collection of 1 billion diverse personas automatically curated from web data.… See the full description on the dataset page: https://huggingface.co/datasets/RolandP/per-ma-to.RolandCorpus