annon-neurips-2026/beyond-n-grams

Beyond N-Grams (BNG) Dataset Summary This dataset is designed to study language trends over time. It combines multi-source metadata, aggregated review signals, and LLM-generated features to enable hypothesis-driven and exploratory research on how narrative and reception characteristics evolve over time. The dataset does not contain original book text. Instead, it uses LLM-generated proxy content and derived features to approximate semantic and evaluative… See the full description on the dataset page: https://huggingface.co/datasets/annon-neurips-2026/beyond-n-grams.