commul/ud_genre

UD Genre Labels ud2.17-full-ud-v1

Derived sentence-level genre annotations for Universal Dependencies treebanks. These labels are produced by the bootstrapping pipeline and are not authoritative gold annotations.

Loading

from datasets import load_dataset

genres = load_dataset(
    "commul/ud_genre",
    revision="2.17",
    split="train",
)

For immutable provenance, load the artifact tag:

genres = load_dataset(
    "commul/ud_genre",
    revision="artifact/ud2.17-full-ud-v1",
    split="train",
)

Release Identity

• Artifact ID: ud2.17-full-ud-v1
• HF branches: 2.17
• HF tag: artifact/ud2.17-full-ud-v1
• HF default branch: main
• HF repo: commul/ud_genre
• UD version: 2.17
• Scope: full
• Label schema: ud
• Artifact version: v1
• Source repo: git@github.com:bot-zen/ud-genre-bootstrap.git
• Source commit: ebd04c6e510fa4e286b7614e089a935b41fca9ab
• Source branch: release/v1
• Source tag: source/ud2.17-full-ud-v1
• Config SHA-256: 34a562960cb2b3f190541957c236699ffd4f22e3e634f5090d7abc4de2680cd6

Release Configuration

• Config: 2.17-community-release
• Run ID: ud-v2.17-community-release-v1
• UD source: hf://commul/universal_dependencies
• UD source revision: 2.17
• Embeddings: intfloat/multilingual-e5-large / mean
• Clustering: gmm
• Reference weighting: sentence_count

Output Columns

• treebank, split, sent_id: primary join key back to UD
• genre: derived sentence label
• confidence: top-1 similarity score for the assigned cluster label
• method: single-genre-treebank, virtual-split, bootstrap-labeled, or bootstrap-inferred

Evaluation Framing

• paper_parity is used only for comparison with the original GMM+L paper protocol.
• End-user quality is tracked with sentence-level generalization metrics, which are stricter and more directly relevant for downstream annotation use.
• Known limitation: some paper-era treebank genre inventories are not fully recoverable from current sentence-level metadata subsets.

Locked Baseline

• Overall Acc (Micro-F1): 0.3333
• Macro-F1: 0.2636
• Purity (PUR): 0.5568
• Agreement (AGR): 0.5922
• Overlap Error (ΔBC): 0.0589
• Source: configs/baselines/2.17-all_focused-generalization-e5_large-k10-anchor_combined.json

Release Summary

• Total sentences: 2198282
• Labeled sentences: 2198282
• Genres exported: 18
• Methods exported: bootstrap-inferred, single-genre-treebank, virtual-split

Source Mapping Files

• configs/genre_mappings.json (sha256: 7efe08d31be2514cc3e7b712012b202442134305139ccfb255f6a4039cc79138)
• configs/metadata_patterns.json (sha256: 801737b556deefc4a080c17560c6053afef1c9ed9a1097386dde5ac968671795)
• configs/pud-patterns.json (sha256: fe74e16a5136c37e04415eaaee69521d884f23e9ea6f2e76735b23086c5542ae)