SOTAVerified

Discourse Parsing

Papers

Showing 101125 of 189 papers

TitleStatusHype
Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains0
A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse Parsing0
Predicting Discourse Structure using Distant Supervision from Sentiment0
Semantic Graph Convolutional Network for Implicit Discourse Relation Classification0
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 Abstracts0
The Utility of Discourse Parsing Features for Predicting Argumentation Structure0
RST-Tace A tool for automatic comparison and evaluation of RST treesCode0
The DISRPT 2019 Shared Task on Elementary Discourse Unit Segmentation and Connective Detection0
ToNy: Contextual embeddings for accurate multilingual discourse segmentation of full documents0
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 Classification0
Causal Explanation Analysis on Social Media0
Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification0
A Unified RvNN Framework for End-to-End Chinese Discourse Parsing0
Transition-based Neural RST Parsing with Implicit Syntax FeaturesCode0
Joint Modeling of Structure Identification and Nuclearity Recognition in Macro Chinese Discourse Treebank0
Deep Enhanced Representation for Implicit Discourse Relation RecognitionCode0
Identifying Explicit Discourse Connectives in German0
Discourse Coherence: Concurrent Explicit and Implicit Relations0
Modeling discourse cohesion for discourse parsing via memory network0
A Dependency Perspective on RST Discourse Parsing and Evaluation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Top-down Span-based ParserRST-Parseval (Span)87Unverified
2Two-stage ParserRST-Parseval (Span)86Unverified
3Bottom-up Linear-chain CRF-based ParserRST-Parseval (Span)85.7Unverified
4Two-stage Discourse Parser with a Sliding WindowRST-Parseval (Span)83.84Unverified
5Guz et al. (2020) (pretrained)Standard Parseval (Span)72.94Unverified
6Guz et al. (2020)Standard Parseval (Span)72.43Unverified
7Top-down Span-based Parser with Silver Agreement Subtrees (ensemble)RST-Parseval (Full)62.6Unverified
8Top-down Span-based Parser with Silver Agreement SubtreesRST-Parseval (Full)61.8Unverified
9Transition-based Parser with Implicit Syntax FeaturesRST-Parseval (Full)59.9Unverified
10Bottom-up Llama 2 (70B)Standard Parseval (Full)58.1Unverified
#ModelMetricClaimedVerifiedStatus
1Bottom-up (DeBERTa)Standard Parseval (Nuclearity)60Unverified
2Top-down (DeBERTa)Standard Parseval (Nuclearity)57.9Unverified
3Bottom-up (XLNet)Standard Parseval (Nuclearity)56.4Unverified
4Top-down (RoBERTa)Standard Parseval (Nuclearity)56.1Unverified
5Bottom-up (RoBERTa)Standard Parseval (Nuclearity)55.5Unverified
6Top-down (XLNet)Standard Parseval (Nuclearity)55.2Unverified
7Top-down (SpanBERT)Standard Parseval (Nuclearity)54.5Unverified
8Bottom-up (SpanBERT)Standard Parseval (Nuclearity)53.8Unverified
9Guz et al. (2020) (pretrained)Standard Parseval (Nuclearity)46.59Unverified
10Bottom-up (BERT)Standard Parseval (Nuclearity)46.3Unverified
#ModelMetricClaimedVerifiedStatus
1DPLink & Rel F164.9Unverified
2StructuredLink & Rel F159.9Unverified
3SSP-BERT + SCIJELink & Rel F159.4Unverified
4HG-MDPLink & Rel F158.5Unverified
5Struct-AwareLink & Rel F158.4Unverified
6HierarchicalLink & Rel F156.1Unverified
7Deep SequentialLink & Rel F154.8Unverified
#ModelMetricClaimedVerifiedStatus
1StructuredLink & Rel F159.6Unverified
2SSP-BERT + SCIJELink & Rel F157.4Unverified
3Struct-AwareLink & Rel F157.3Unverified
4HierarchicalLink & Rel F157.2Unverified
5DiscProRecoLink & Rel F157Unverified
6Deep SequentialLink & Rel F155.7Unverified
7HG-MDPLink & Rel F155.6Unverified