# Discourse Parsing on STAC Corpus

Source: [Discourse Parsing on STAC Corpus](<https://www.sota2.com/research/sota/discourse-parsing-on-stac-corpus>)

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

Data updated: 2026-02-26T05:48:37.866Z

Evaluation of Discourse Parsing performance on the STAC Corpus dataset, reporting metrics such as Link F1 and Link & Relation F1.

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 | Discourse Parsing |
| Dataset (including any stated split) | STAC Corpus |
| Metric | Link F1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Link F1](<https://www.sota2.com/research/sota/discourse-parsing-on-stac-corpus.md?metric=Link%20F1>): Higher is better; unit: PERCENT.

- [Link & Relation F1](<https://www.sota2.com/research/sota/discourse-parsing-on-stac-corpus.md?metric=Link%20%26%20Relation%20F1>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Link F1 | Result date | Report paper |
| --- | --- | --- | --- |
| Deep Sequential | 73.2 | Not recorded | 68fa651a1e209131cea08555 |
| Deep Sequential (shared) | 72.1 | Not recorded | 68fa651a1e209131cea08555 |
| Deep+MST | 69.6 | Not recorded | 68fa651a1e209131cea08555 |
| Deep+Greedy | 69.3 | Not recorded | 68fa651a1e209131cea08555 |
| Deep+ILP | 69 | Not recorded | 68fa651a1e209131cea08555 |
| MST | 68.8 | Not recorded | 68fa651a1e209131cea08555 |
| ILP | 68.6 | Not recorded | 68fa651a1e209131cea08555 |

### Deep Sequential

Link F1: 73.2. Result ID: 698c9d830b614d12cff1f6a2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa651a1e209131cea08555.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa651a1e209131cea08555.md>)

Recorded evaluation configuration: {"parameter sharing":"non-shared"}. This record does not assert independent reproduction.

### Deep Sequential (shared)

Link F1: 72.1. Result ID: 698c9d830b614d12cff1f6a1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa651a1e209131cea08555.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa651a1e209131cea08555.md>)

Recorded evaluation configuration: {"parameter sharing":"shared"}. This record does not assert independent reproduction.

### Deep+MST

Link F1: 69.6. Result ID: 698c9d830b614d12cff1f69e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa651a1e209131cea08555.md>)

Recorded evaluation configuration: {"architecture":"deep baseline","decoding":"Maximum Spanning Tree"}. This record does not assert independent reproduction.

### Deep+Greedy

Link F1: 69.3. Result ID: 698c9d830b614d12cff1f6a0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa651a1e209131cea08555.md>)

Recorded evaluation configuration: {"architecture":"deep baseline","decoding":"Greedy"}. This record does not assert independent reproduction.

### Deep+ILP

Link F1: 69. Result ID: 698c9d830b614d12cff1f69f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa651a1e209131cea08555.md>)

Recorded evaluation configuration: {"architecture":"deep baseline","decoding":"Integer Linear Programming"}. This record does not assert independent reproduction.

### MST

Link F1: 68.8. Result ID: 698c9d830b614d12cff1f69c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa651a1e209131cea08555.md>)

Recorded evaluation configuration: {"decoding":"Maximum Spanning Tree"}. This record does not assert independent reproduction.

### ILP

Link F1: 68.6. Result ID: 698c9d830b614d12cff1f69d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa651a1e209131cea08555.md>)

Recorded evaluation configuration: {"decoding":"Integer Linear Programming"}. This record does not assert independent reproduction.

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