# Discourse Parsing on Molweni (test)

Source: [Discourse Parsing on Molweni (test)](<https://www.sota2.com/research/sota/discourse-parsing-on-molweni-test>)

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

Data updated: 2026-02-26T05:48:37.850Z

Evaluation of Discourse Parsing performance on the test split of the Molweni dataset, reporting metrics related to discourse structure.

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) | Molweni (test) |
| Metric | Link (%) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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 (%)](<https://www.sota2.com/research/sota/discourse-parsing-on-molweni-test.md?metric=Link%20(%25)>): Higher is better; unit: PERCENT.

- [Relationship (%)](<https://www.sota2.com/research/sota/discourse-parsing-on-molweni-test.md?metric=Relationship%20(%25)>): Higher is better; unit: PERCENT.

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

- [Link+Rel (F1)](<https://www.sota2.com/research/sota/discourse-parsing-on-molweni-test.md?metric=Link%2BRel%20(F1)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Link (%) | Result date | Report paper |
| --- | --- | --- | --- |
| Multi-task | 88.1 | Not recorded | 68fa6afc1e209131cea2b88b |
| DP-only | 86.6 | Not recorded | 68fa6afc1e209131cea2b88b |
| Multi-task | 82.1 | Not recorded | 68fa6afc1e209131cea2b88b |
| DP-only | 81 | Not recorded | 68fa6afc1e209131cea2b88b |
| Deep sequential | 78.1 | Not recorded | 68fa6afc1e209131cea2b88b |
| Multi-task | 75.9 | Not recorded | 68fa6afc1e209131cea2b88b |
| DP-only | 73.9 | Not recorded | 68fa6afc1e209131cea2b88b |

### Multi-task

Link (%): 88.1. Result ID: 698e4973ffc3901de09c5506.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6afc1e209131cea2b88b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6afc1e209131cea2b88b.md>)

Recorded evaluation configuration: {"Backbone":"BERT-wwm"}. This record does not assert independent reproduction.

### DP-only

Link (%): 86.6. Result ID: 698e4973ffc3901de09c5505.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6afc1e209131cea2b88b.md>)

Recorded evaluation configuration: {"Backbone":"BERT-wwm"}. This record does not assert independent reproduction.

### Multi-task

Link (%): 82.1. Result ID: 698e4973ffc3901de09c5504.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6afc1e209131cea2b88b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6afc1e209131cea2b88b.md>)

Recorded evaluation configuration: {"Backbone":"BERT-large"}. This record does not assert independent reproduction.

### DP-only

Link (%): 81. Result ID: 698e4973ffc3901de09c5503.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6afc1e209131cea2b88b.md>)

Recorded evaluation configuration: {"Backbone":"BERT-large"}. This record does not assert independent reproduction.

### Deep sequential

Link (%): 78.1. Result ID: 698e4973ffc3901de09c5500.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6afc1e209131cea2b88b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68bb1e209131cea1de08.md>)

[Implementation](<https://github.com/HIT-SCIR/Molweni>)

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

### Multi-task

Link (%): 75.9. Result ID: 698e4973ffc3901de09c5502.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6afc1e209131cea2b88b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6afc1e209131cea2b88b.md>)

Recorded evaluation configuration: {"Backbone":"BERT-base"}. This record does not assert independent reproduction.

### DP-only

Link (%): 73.9. Result ID: 698e4973ffc3901de09c5501.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6afc1e209131cea2b88b.md>)

Recorded evaluation configuration: {"Backbone":"BERT-base"}. This record does not assert independent reproduction.

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