GP

UKPLab/gpl

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

341 38 +0/wk
GitHub
bert domain-adaptation information-retrieval nlp transformers vector-search
Trend 0

Star & Fork Trend (19 data points)

Stars
Forks

Multi-Source Signals

Growth Velocity

UKPLab/gpl has +0 stars this period . Velocity data will be available after more historical data is collected.

Deep analysis is being generated for this repository.

Signal-backed technical analysis will be available soon.

Metric gpl generative-ai-application-builder-on-aws Diffusion-BERT vscode-unify-chat-provider
Stars 341 341341341
Forks 38 1302829
Weekly Growth +0 +0+0+0
Language Python TypeScriptPythonTypeScript
Sources 1 111
License Apache-2.0 Apache-2.0Apache-2.0MIT

Capability Radar vs generative-ai-application-builder-on-aws

gpl
generative-ai-application-builder-on-aws
Maintenance Activity 0

Last code push 1008 days ago.

Community Engagement 56

Fork-to-star ratio: 11.1%. Active community forking and contributing.

Issue Burden 70

Issue data not yet available.

Growth Momentum 30

No measurable growth in the current period (first-day cold start expected).

License Clarity 95

Licensed under Apache-2.0. Permissive — safe for commercial use.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.