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Discourse Parsing

Papers

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Showing 26–50 of 189 papers

TitleStatusHype
A Distance-Aware Multi-Task Framework for Conversational Discourse ParsingCode0
A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational SpeechCode0
QUDEVAL: The Evaluation of Questions Under Discussion Discourse ParsingCode0
Structured Dialogue Discourse ParsingCode0
Representation Learning for Text-level Discourse ParsingCode0
Speaker-Aware Discourse Parsing on Multi-Party DialoguesCode0
CoMuMDR: Code-mixed Multi-modal Multi-domain corpus for Discourse paRsing in conversationsCode0
Multi-tasking Dialogue Comprehension with Discourse ParsingCode0
Persian Rhetorical Structure TheoryCode0
Learning Clause Representation from Dependency-Anchor Graph for Connective PredictionCode0
Joint Syntacto-Discourse Parsing and the Syntacto-Discourse TreebankCode0
Predicting Discourse Trees from Transformer-based Neural SummarizersCode0
GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and DomainsCode0
Bilingual Rhetorical Structure Parsing with Large Parallel AnnotationsCode0
A Deep Sequential Model for Discourse Parsing on Multi-Party DialoguesCode0
Does syntax help discourse segmentation? Not so muchCode0
MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment SupervisionCode0
GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic EvaluationCode0
Multi-view and multi-task training of RST discourse parsersCode0
DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective DetectionCode0
CoNLL 2016 Shared Task on Multilingual Shallow Discourse ParsingCode0
Deep Enhanced Representation for Implicit Discourse Relation RecognitionCode0
A Unified Linear-Time Framework for Sentence-Level Discourse ParsingCode0
Cross-lingual RST Discourse ParsingCode0
Hierarchical Pointer Net ParsingCode0
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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