# Long Text Generation on Hotel Experience

Source: [Long Text Generation on Hotel Experience](<https://www.sota2.com/research/sota/long-text-generation-on-hotel-experience>)

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

Data updated: 2026-04-29T07:21:44.214Z

Evaluation of long text generation capabilities using standard sequence generation metrics (ROUGE, METEOR) and LLM-as-a-judge scoring on the Hotel Experience 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 | Long Text Generation |
| Dataset (including any stated split) | Hotel Experience |
| Metric | ROUGE-1 |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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

- [ROUGE-1](<https://www.sota2.com/research/sota/long-text-generation-on-hotel-experience.md?metric=ROUGE-1>): Higher is better; unit: SCALAR.

- [ROUGE-L](<https://www.sota2.com/research/sota/long-text-generation-on-hotel-experience.md?metric=ROUGE-L>): Higher is better; unit: SCALAR.

- [METEOR](<https://www.sota2.com/research/sota/long-text-generation-on-hotel-experience.md?metric=METEOR>): Higher is better; unit: SCALAR.

- [LLM-as-a-judge Score](<https://www.sota2.com/research/sota/long-text-generation-on-hotel-experience.md?metric=LLM-as-a-judge%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | ROUGE-1 | Result date | Report paper |
| --- | --- | --- | --- |
| PAT | 0.277 | Not recorded | 69f1907655a3c32af89fb9b5 |
| PGraph | 0.26 | Not recorded | 69f1907655a3c32af89fb9b5 |
| PGraph | 0.254 | Not recorded | 69f1907655a3c32af89fb9b5 |
| PAT | 0.24 | Not recorded | 69f1907655a3c32af89fb9b5 |
| GraSPeR | 0.234 | Not recorded | 69f1907655a3c32af89fb9b5 |
| LaMP | 0.224 | Not recorded | 69f1907655a3c32af89fb9b5 |
| GraSPeR | 0.211 | Not recorded | 69f1907655a3c32af89fb9b5 |
| LaMP | 0.178 | Not recorded | 69f1907655a3c32af89fb9b5 |

### PAT

ROUGE-1: 0.277. Result ID: 69f1b10d47f34ce924d7c0a6.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

Recorded evaluation configuration: {"LLM":"LlaMA3"}. This record does not assert independent reproduction.

### PGraph

ROUGE-1: 0.26. Result ID: 69f1b10d47f34ce924d7c0aa.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79081e209131cea7bcb1.md>)

Recorded evaluation configuration: {"LLM":"LlaMA3"}. This record does not assert independent reproduction.

### PGraph

ROUGE-1: 0.254. Result ID: 69f1b10d47f34ce924d7c0a9.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79081e209131cea7bcb1.md>)

Recorded evaluation configuration: {"LLM":"Qwen3"}. This record does not assert independent reproduction.

### PAT

ROUGE-1: 0.24. Result ID: 69f1b10d47f34ce924d7c0a5.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

Recorded evaluation configuration: {"LLM":"Qwen3"}. This record does not assert independent reproduction.

### GraSPeR

ROUGE-1: 0.234. Result ID: 69f1b10d47f34ce924d7c0a7.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/699fd35a2d603e6de3e3bc8e.md>)

Recorded evaluation configuration: {"LLM":"Qwen3"}. This record does not assert independent reproduction.

### LaMP

ROUGE-1: 0.224. Result ID: 69f1b10d47f34ce924d7c0ac.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73701e209131cea5c7af.md>)

[Implementation](<http://lamp-benchmark.github.io/>)

Recorded evaluation configuration: {"LLM":"LlaMA3"}. This record does not assert independent reproduction.

### GraSPeR

ROUGE-1: 0.211. Result ID: 69f1b10d47f34ce924d7c0a8.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/699fd35a2d603e6de3e3bc8e.md>)

Recorded evaluation configuration: {"LLM":"LlaMA3"}. This record does not assert independent reproduction.

### LaMP

ROUGE-1: 0.178. Result ID: 69f1b10d47f34ce924d7c0ab.

[Reporting paper](<https://www.sota2.com/research/paper/69f1907655a3c32af89fb9b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73701e209131cea5c7af.md>)

[Implementation](<http://lamp-benchmark.github.io/>)

Recorded evaluation configuration: {"LLM":"Qwen3"}. This record does not assert independent reproduction.

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