# google-research/language

Shared repository for open-sourced projects from the Google AI Language team.

Repository: https://github.com/google-research/language
Canonical: https://ross.abutalabs.com/products/google-research-language
Homepage: https://ai.google/research/teams/language/
Language: Python
License: Apache-2.0
License Family: permissive
Topics: natural-language-processing, machine-learning, research
Last push: 2026-06-10T18:34:36+00:00

## Health v2 (maintenance only)
Score: 71/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 86, release rhythm 35, longevity 100
- inputs: {"age_days": 2879, "days_push": 84, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1795, forks 362 (observed 2026-08-28T04:05:37.360422+00:00)

## What it is
A shared repository collecting open-sourced NLP research projects from the Google AI Language team, written in Python. It serves as a home for experimental research code accompanying Google Language team publications rather than a single cohesive library.

## Use cases
- reproduce experiments from Google AI Language research papers
- find reference implementations of NLP research models
- explore experimental natural language processing code from Google
- build on research prototypes for language tasks
- compare academic NLP implementations

## When to choose
- you need official code accompanying a Google Language team paper
- you want to experiment with cutting-edge NLP research prototypes
- you are doing academic NLP research and want reference implementations

## When to avoid
- you need a stable, production-ready NLP library with API guarantees
- you want a unified API across all included projects
- you need long-term support or commercial-grade maintenance

## Facets
- artifact type: library
- maturity: active
- function: nlp, machine-learning
- domain: machine-learning, artificial-intelligence
- platform: python
- tags: research, google-research, nlp-experiments, natural-language-processing

## Member repositories
- google-research/language (main) score 71

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:05:37.360422+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T03:22:51.213144+00:00, confidence not recorded.
  - readme: https://github.com/google-research/language (fetched 2026-08-28T04:05:37.360422+00:00, sha ecb33cc75ebd)
- Data as of 2026-08-30T08:39:29.467469+00:00.