SOTAVerified

Discourse Parsing

Papers

Showing 101–125 of 189 papers

TitleStatusHype
Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains—0
A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse Parsing—0
Predicting Discourse Structure using Distant Supervision from Sentiment—0
Semantic Graph Convolutional Network for Implicit Discourse Relation Classification—0
利用Attentive來改善端對端中文語篇剖析遞迴類神經網路系統(Using Attentive to improve Recursive LSTM End-to-End Chinese Discourse Parsing)—0
Hierarchical Pointer Net ParsingCode0
Transferring Knowledge from Discourse to Arguments: A Case Study with Scientific Abstracts—0
The Utility of Discourse Parsing Features for Predicting Argumentation Structure—0
RST-Tace A tool for automatic comparison and evaluation of RST treesCode0
The DISRPT 2019 Shared Task on Elementary Discourse Unit Segmentation and Connective Detection—0
ToNy: Contextual embeddings for accurate multilingual discourse segmentation of full documents—0
A Unified Linear-Time Framework for Sentence-Level Discourse ParsingCode0
Discourse Parsing in Videos: A Multi-modal AppraochCode0
A Deep Sequential Model for Discourse Parsing on Multi-Party DialoguesCode0
Learning to Explicitate Connectives with Seq2Seq Network for Implicit Discourse Relation Classification—0
Causal Explanation Analysis on Social Media—0
Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification—0
A Unified RvNN Framework for End-to-End Chinese Discourse Parsing—0
Transition-based Neural RST Parsing with Implicit Syntax FeaturesCode0
Joint Modeling of Structure Identification and Nuclearity Recognition in Macro Chinese Discourse Treebank—0
Deep Enhanced Representation for Implicit Discourse Relation RecognitionCode0
Identifying Explicit Discourse Connectives in German—0
Discourse Coherence: Concurrent Explicit and Implicit Relations—0
Modeling discourse cohesion for discourse parsing via memory network—0
A Dependency Perspective on RST Discourse Parsing and Evaluation—0
Show:102550
← PrevPage 5 of 8Next →

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