datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
wordnet-lexical-topology
WordNet Lexical Topology Dataset
Dataset Summary
The WordNet Lexical Topology Dataset provides comprehensive n-gram frequency analysis from multiple sources:
NLTK WordNet: Original Princeton WordNet with 117,659 synsets
HF WordNet: Frequency-weighted definitions from 864,894 entries with cardinality data
Unicode: Character names from 143,041 Unicode codepoints
This dataset preserves sequential information crucial for language modeling and text generation, with over 12… See the full description on the dataset page: https://huggingface.co/datasets/AbstractPhil/wordnet-lexical-topology.wordnet-multiple-definitions
9/4/2025 the wordnet baseline prep is complete
You can access the prepared and optimized wordnet definitions here;
https://huggingface.co/datasets/AbstractPhil/wordnet-definitions
As they are refined and curated forms of these definitions.
Warning
This dataset is imperfect and not ready for production use yet.
I advise using the wordnet-definitions repo above.
It requires truncation removal for multiple truncated definitions, bias removal for obvious GPT-nano biases, and… See the full description on the dataset page: https://huggingface.co/datasets/AbstractPhil/wordnet-multiple-definitions.adapted-wordnetOCW_wordnet
Only Connect Wall (OCW) Dataset
The Only Connect Wall (OCW) dataset contains 618 "Connecting Walls" from the Round 3: Connecting Wall segment of the Only Connect quiz show, collected from 15 seasons' worth of episodes. Each wall contains the ground-truth groups and connections as well as recorded human performance. Please see our paper and GitHub repo for more details about the dataset and its motivations.
Usage
# pip install datasets
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/TaatiTeam/OCW_wordnet.wordnet-definitions
WordNet Multiple Definitions - Columnar Format
Overview
This dataset is an optimized columnar version of WordNet multiple definitions, designed for high-performance queries and rapid extraction.
Each definition was sourced by GPT-5 Nano. I may update this to include additional definitions in the future, but I will not break the format.
The original dataset has a more unabridged and noisy set of data; so I'm definitely going to leave it intact. Noisy training is important… See the full description on the dataset page: https://huggingface.co/datasets/AbstractPhil/wordnet-definitions.hierarchical_QA_wordnet_extendedgen_image_wordnet_preferencesThis dataset contains generated images. See the associated Hugging Face Collection for examples and additional details: Generated Image Wordnet
hierarchical_QA_wordnetwordnet-definitions
WordNet Multiple Definitions - Columnar Format
Overview
This dataset is an optimized columnar version of WordNet multiple definitions, designed for high-performance queries and rapid extraction.
Each definition was sourced by GPT-5 Nano. I may update this to include additional definitions in the future, but I will not break the format.
The original dataset has a more unabridged and noisy set of data; so I'm definitely going to leave it intact. Noisy training is important… See the full description on the dataset page: https://huggingface.co/datasets/proshady2/wordnet-definitions.