# Lexical Diversity Analysis on MG-ShopDial

Source: [Lexical Diversity Analysis on MG-ShopDial](<https://www.sota2.com/research/sota/lexical-diversity-analysis-on-mg-shopdial>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-06-15T06:48:14.423Z

Evaluation of lexical diversity metrics (Dist-1, Dist-2, Ent-4, Self-BLEU) applied to the MG-ShopDial dataset.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Lexical Diversity Analysis |
| Dataset (including any stated split) | MG-ShopDial |
| Metric | Dist-1 |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Dist-1](<https://www.sota2.com/research/sota/lexical-diversity-analysis-on-mg-shopdial.md?metric=Dist-1>): Higher is better; unit: SCALAR.

- [Dist-2](<https://www.sota2.com/research/sota/lexical-diversity-analysis-on-mg-shopdial.md?metric=Dist-2>): Higher is better; unit: SCALAR.

- [Ent-4](<https://www.sota2.com/research/sota/lexical-diversity-analysis-on-mg-shopdial.md?metric=Ent-4>): Higher is better; unit: SCALAR.

- [Self-BLEU](<https://www.sota2.com/research/sota/lexical-diversity-analysis-on-mg-shopdial.md?metric=Self-BLEU>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Dist-1 | Result date | Report paper |
| --- | --- | --- | --- |
| MG-ShopDial | 0.234 | Not recorded | 6a2f870cd33dfb23e783bf2c |

### MG-ShopDial

Dist-1: 0.234. Result ID: 6a2f9feffbc373592c2b4961.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f870cd33dfb23e783bf2c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f221e209131cea43ed6.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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