Datasets › Molweni

Molweni

Introduced by Jiaqi Li et al. in Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure archive 2025-07-28

A machine reading comprehension (MRC) dataset with discourse structure built over multiparty dialog. Molweni's source samples from the Ubuntu Chat Corpus, including 10,000 dialogs comprising 88,303 utterances.

Source: Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure

Homepage Benchmarks Papers JSON

Benchmarks archive 2025-07-28

All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

		First row (archive order)	Paper	Code
Discourse Parsing	Molweni	DP Link & Rel F1 64.9	Multi-tasking Dialogue Comprehension with Discourse Parsing	21644h/DP_QA_joint_model	7	Compare
Question Answering	Molweni	Ma et al. - ELECTRA EM 58.6	Enhanced Speaker-aware Multi-party Multi-turn Dialogue...	—	4	Compare

Papers archive 2025-07-28

9 shown of 9 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 29. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

			Date	Samples run Syntology
Structured Dialogue Discourse Parsing	1	1	26 Jun 2023	not harvested
Speaker-Aware Discourse Parsing on Multi-Party Dialogues	1	1	1 Oct 2022	not harvested
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration	1	1	9 Oct 2021	not harvested
Multi-tasking Dialogue Comprehension with Discourse Parsing	1	1	7 Oct 2021	not harvested
Enhanced Speaker-aware Multi-party Multi-turn Dialogue Comprehension	0	1	9 Sep 2021	not harvested
Self- and Pseudo-self-supervised Prediction of Speaker and Key-utterance for Multi-party Dialogue Reading Comprehension	1	2	8 Sep 2021	not harvested
A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues	1	1	1 Aug 2021	not harvested
DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension	0	1	26 Apr 2021	not harvested
Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure	1	1	10 Apr 2020	not harvested

Dataset loaders archive 2025-07-28

HIT-SCIR/Molweni

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Question Answering Reading Comprehension Dialogue Understanding Discourse Parsing Machine Reading Comprehension

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

Molweni

1 variant name, as the archive lists them.

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