SOTAVerified

Discourse Parsing

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–189 of 189 papers

TitleStatusHype
Shallow Discourse Parsing for Under-Resourced Languages: Combining Machine Translation and Annotation Projection—0
Shallow Discourse Parsing Using Constituent Parsing Tree—0
Does syntax help discourse segmentation? Not so muchCode0
GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and DomainsCode0
Multi-view and multi-task training of RST discourse parsersCode0
GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic EvaluationCode0
The CLaC Discourse Parser at CoNLL-2015Code0
Hierarchical Pointer Net ParsingCode0
CoNLL 2016 Shared Task on Multilingual Shallow Discourse ParsingCode0
A Distance-Aware Multi-Task Framework for Conversational Discourse ParsingCode0
CoMuMDR: Code-mixed Multi-modal Multi-domain corpus for Discourse paRsing in conversationsCode0
What's Hard in English RST Parsing? Predictive Models for Error AnalysisCode0
Transition-based Neural RST Parsing with Implicit Syntax FeaturesCode0
Persian Rhetorical Structure TheoryCode0
DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective DetectionCode0
Why Can't Discourse Parsing Generalize? A Thorough Investigation of the Impact of Data DiversityCode0
Unsupervised Mutual Learning of Dialogue Discourse Parsing and Topic SegmentationCode0
Predicting Discourse Trees from Transformer-based Neural SummarizersCode0
Bilingual Rhetorical Structure Parsing with Large Parallel AnnotationsCode0
QUDEVAL: The Evaluation of Questions Under Discussion Discourse ParsingCode0
Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical StudyCode0
Joint Syntacto-Discourse Parsing and the Syntacto-Discourse TreebankCode0
Representation Learning for Text-level Discourse ParsingCode0
A Deep Sequential Model for Discourse Parsing on Multi-Party DialoguesCode0
Learning Clause Representation from Dependency-Anchor Graph for Connective PredictionCode0
Speaker-Aware Discourse Parsing on Multi-Party DialoguesCode0
A Unified Linear-Time Framework for Sentence-Level Discourse ParsingCode0
A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational SpeechCode0
Discourse Parsing in Videos: A Multi-modal AppraochCode0
RST-Tace A tool for automatic comparison and evaluation of RST treesCode0
STEM: Unsupervised STructural EMbedding for Stance DetectionCode0
Structured Dialogue Discourse ParsingCode0
Unsupervised Discourse Constituency Parsing Using Viterbi EMCode0
MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment SupervisionCode0
Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and BenchmarkCode0
Deep Enhanced Representation for Implicit Discourse Relation RecognitionCode0
The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser ErrorCode0
Cross-lingual RST Discourse ParsingCode0
Multi-tasking Dialogue Comprehension with Discourse ParsingCode0
Show:102550
← PrevPage 4 of 4Next →
All datasetsRST-DTInstructional-DT (Instr-DT)MolweniSTAC

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Top-down Span-based ParserRST-Parseval (Span)87—Unverified
2Two-stage ParserRST-Parseval (Span)86—Unverified
3Bottom-up Linear-chain CRF-based ParserRST-Parseval (Span)85.7—Unverified
4Two-stage Discourse Parser with a Sliding WindowRST-Parseval (Span)83.84—Unverified
5Guz et al. (2020) (pretrained)Standard Parseval (Span)72.94—Unverified
6Guz et al. (2020)Standard Parseval (Span)72.43—Unverified
7Top-down Span-based Parser with Silver Agreement Subtrees (ensemble)RST-Parseval (Full)62.6—Unverified
8Top-down Span-based Parser with Silver Agreement SubtreesRST-Parseval (Full)61.8—Unverified
9Transition-based Parser with Implicit Syntax FeaturesRST-Parseval (Full)59.9—Unverified
10Bottom-up Llama 2 (70B)Standard Parseval (Full)58.1—Unverified
#ModelMetricClaimedVerifiedStatus
1Bottom-up (DeBERTa)Standard Parseval (Nuclearity)60—Unverified
2Top-down (DeBERTa)Standard Parseval (Nuclearity)57.9—Unverified
3Bottom-up (XLNet)Standard Parseval (Nuclearity)56.4—Unverified
4Top-down (RoBERTa)Standard Parseval (Nuclearity)56.1—Unverified
5Bottom-up (RoBERTa)Standard Parseval (Nuclearity)55.5—Unverified
6Top-down (XLNet)Standard Parseval (Nuclearity)55.2—Unverified
7Top-down (SpanBERT)Standard Parseval (Nuclearity)54.5—Unverified
8Bottom-up (SpanBERT)Standard Parseval (Nuclearity)53.8—Unverified
9Guz et al. (2020) (pretrained)Standard Parseval (Nuclearity)46.59—Unverified
10Bottom-up (BERT)Standard Parseval (Nuclearity)46.3—Unverified
#ModelMetricClaimedVerifiedStatus
1DPLink & Rel F164.9—Unverified
2StructuredLink & Rel F159.9—Unverified
3SSP-BERT + SCIJELink & Rel F159.4—Unverified
4HG-MDPLink & Rel F158.5—Unverified
5Struct-AwareLink & Rel F158.4—Unverified
6HierarchicalLink & Rel F156.1—Unverified
7Deep SequentialLink & Rel F154.8—Unverified
#ModelMetricClaimedVerifiedStatus
1StructuredLink & Rel F159.6—Unverified
2SSP-BERT + SCIJELink & Rel F157.4—Unverified
3Struct-AwareLink & Rel F157.3—Unverified
4HierarchicalLink & Rel F157.2—Unverified
5DiscProRecoLink & Rel F157—Unverified
6Deep SequentialLink & Rel F155.7—Unverified
7HG-MDPLink & Rel F155.6—Unverified