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

GitHub

stars 341

forks 38

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	quant.cpp	generative-ai-application-builder-on-aws	vscode-unify-chat-provider
Stars	341	341	341	341
Forks	38	39	130	29
Weekly Growth	+0	+1	+0	+6
Language	Python	C	TypeScript	TypeScript
Sources	1	1	1	1
License	Apache-2.0	Apache-2.0	Apache-2.0	MIT

Capability Radar vs quant.cpp

gpl

quant.cpp

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.