SOTAVerified

Discourse Parsing

Papers

Showing 151–175 of 189 papers

TitleStatusHype
CoNLL 2016 Shared Task on Multilingual Shallow Discourse ParsingCode0
SDP-JAIST: A Shallow Discourse Parsing system @ CoNLL 2016 Shared Task—0
Shallow Discourse Parsing Using Convolutional Neural Network—0
SoNLP-DP System for ConLL-2016 Chinese Shallow Discourse Parsing—0
SoNLP-DP System for ConLL-2016 English Shallow Discourse Parsing—0
Two Discourse Driven Language Models for Semantics—0
Shallow Discourse Parsing Using Distributed Argument Representations and Bayesian Optimization—0
Neural Network Models for Implicit Discourse Relation Classification in English and Chinese without Surface Features—0
Explicit Argument Identification for Discourse Parsing In Hindi: A Hybrid Pipeline—0
Integer Linear Programming for Discourse Parsing—0
Using lexical and Dependency Features to Disambiguate Discourse Connectives in Hindi—0
Better Document-level Sentiment Analysis from RST Discourse Parsing—0
PDTB Discourse Parsing as a Tagging Task: The Two Taggers Approach—0
Discourse parsing for multi-party chat dialogues—0
Joint prediction in MST-style discourse parsing for argumentation mining—0
Improving a Pipeline Architecture for Shallow Discourse Parsing—0
Shallow Discourse Parsing Using Constituent Parsing Tree—0
Hybrid Approach to PDTB-styled Discourse Parsing for CoNLL-2015—0
A Minimalist Approach to Shallow Discourse Parsing and Implicit Relation Recognition—0
Shallow Discourse Parsing with Syntactic and (a Few) Semantic Features—0
A Shallow Discourse Parsing System Based On Maximum Entropy Model—0
The CoNLL-2015 Shared Task on Shallow Discourse Parsing—0
Learning Representations for Text-level Discourse Parsing—0
Two Practical Rhetorical Structure Theory Parsers—0
Fast Rhetorical Structure Theory Discourse ParsingCode1
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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