Grounded Language — open questions
Overview
This repository contains a working research note about Grounded Language. It organizes motivation, related work, a falsifiable hypothesis, and an evaluation plan. It is not presented as a completed paper or a release of trained models.
What Is Covered
- research question scope and likely confounders
- one proposed comparison against matched baselines
- evaluation context such as RefCOCO, Flickr30k, and Visual Genome
- reproducibility checks and open questions
Changelog
- 2026-10-07 — initial upload
- 2026-10-22 — config and docs sync
Open Questions
- which baselines are actually comparable under matched capacity?
- what is the minimum data exposure for a meaningful signal?
- which confounders would invalidate a naive comparison?
Scope And Limitations
The note is intentionally exploratory. It does not claim benchmark improvements, completed ablations, released code, or a trained checkpoint. References and proposed datasets provide a starting point for verification rather than evidence that the study has already been run.
Files
| File | Purpose |
|---|---|
review.md |
primary artifact |
README.md |
this documentation |
config.json |
architecture configuration |
training_args.json |
default experiment settings |
model.safetensors |
initialization checkpoint |
License
Released under cc0-1.0. Review the source-data terms separately when this repository is used with external datasets.
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