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Discourse Parsing

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 161–170 of 189 papers

Title	Date	Tasks	Status	Hype
CoMuMDR: Code-mixed Multi-modal Multi-domain corpus for Discourse paRsing in conversations	Jun 10, 2025	Discourse ParsingEmotion Recognition	CodeCode Available	0
What's Hard in English RST Parsing? Predictive Models for Error Analysis	Sep 10, 2023	Discourse Parsing	CodeCode Available	0
Transition-based Neural RST Parsing with Implicit Syntax Features	Aug 1, 2018	Discourse ParsingWord Embeddings	CodeCode Available	0
Persian Rhetorical Structure Theory	Jun 25, 2021	Discourse Parsing	CodeCode Available	0
DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective Detection	Sep 20, 2021	ClassificationConnective Detection	CodeCode Available	0
Why Can't Discourse Parsing Generalize? A Thorough Investigation of the Impact of Data Diversity	Feb 13, 2023	Cross-corpusDiscourse Parsing	CodeCode Available	0
Unsupervised Mutual Learning of Dialogue Discourse Parsing and Topic Segmentation	May 30, 2024	Discourse ParsingGraph Neural Network	CodeCode Available	0
Predicting Discourse Trees from Transformer-based Neural Summarizers	Apr 14, 2021	Discourse Parsing	CodeCode Available	0
Bilingual Rhetorical Structure Parsing with Large Parallel Annotations	Sep 23, 2024	Discourse ParsingEnd-to-End RST Parsing	CodeCode Available	0
QUDEVAL: The Evaluation of Questions Under Discussion Discourse Parsing	Oct 23, 2023	Discourse ParsingLanguage Modeling	CodeCode Available	0

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All datasets RST-DT Instructional-DT (Instr-DT)Molweni STAC

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Top-down Span-based Parser	RST-Parseval (Span)	87	—	Unverified
2	Two-stage Parser	RST-Parseval (Span)	86	—	Unverified
3	Bottom-up Linear-chain CRF-based Parser	RST-Parseval (Span)	85.7	—	Unverified
4	Two-stage Discourse Parser with a Sliding Window	RST-Parseval (Span)	83.84	—	Unverified
5	Guz et al. (2020) (pretrained)	Standard Parseval (Span)	72.94	—	Unverified
6	Guz et al. (2020)	Standard Parseval (Span)	72.43	—	Unverified
7	Top-down Span-based Parser with Silver Agreement Subtrees (ensemble)	RST-Parseval (Full)	62.6	—	Unverified
8	Top-down Span-based Parser with Silver Agreement Subtrees	RST-Parseval (Full)	61.8	—	Unverified
9	Transition-based Parser with Implicit Syntax Features	RST-Parseval (Full)	59.9	—	Unverified
10	Bottom-up Llama 2 (70B)	Standard Parseval (Full)	58.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Bottom-up (DeBERTa)	Standard Parseval (Nuclearity)	60	—	Unverified
2	Top-down (DeBERTa)	Standard Parseval (Nuclearity)	57.9	—	Unverified
3	Bottom-up (XLNet)	Standard Parseval (Nuclearity)	56.4	—	Unverified
4	Top-down (RoBERTa)	Standard Parseval (Nuclearity)	56.1	—	Unverified
5	Bottom-up (RoBERTa)	Standard Parseval (Nuclearity)	55.5	—	Unverified
6	Top-down (XLNet)	Standard Parseval (Nuclearity)	55.2	—	Unverified
7	Top-down (SpanBERT)	Standard Parseval (Nuclearity)	54.5	—	Unverified
8	Bottom-up (SpanBERT)	Standard Parseval (Nuclearity)	53.8	—	Unverified
9	Guz et al. (2020) (pretrained)	Standard Parseval (Nuclearity)	46.59	—	Unverified
10	Bottom-up (BERT)	Standard Parseval (Nuclearity)	46.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DP	Link & Rel F1	64.9	—	Unverified
2	Structured	Link & Rel F1	59.9	—	Unverified
3	SSP-BERT + SCIJE	Link & Rel F1	59.4	—	Unverified
4	HG-MDP	Link & Rel F1	58.5	—	Unverified
5	Struct-Aware	Link & Rel F1	58.4	—	Unverified
6	Hierarchical	Link & Rel F1	56.1	—	Unverified
7	Deep Sequential	Link & Rel F1	54.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Structured	Link & Rel F1	59.6	—	Unverified
2	SSP-BERT + SCIJE	Link & Rel F1	57.4	—	Unverified
3	Struct-Aware	Link & Rel F1	57.3	—	Unverified
4	Hierarchical	Link & Rel F1	57.2	—	Unverified
5	DiscProReco	Link & Rel F1	57	—	Unverified
6	Deep Sequential	Link & Rel F1	55.7	—	Unverified
7	HG-MDP	Link & Rel F1	55.6	—	Unverified