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Discourse Parsing

Papers

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Showing 76–100 of 189 papers

TitleStatusHype
An End-to-End Document-Level Neural Discourse Parser Exploiting Multi-Granularity Representations—0
Unsupervised Learning of Discourse Structures using a Tree Autoencoder—0
Discourse Parsing of Contentious, Non-Convergent Online Discussions—0
Intent Segmentation of User Queries Via Discourse Parsing—0
Exploiting a lexical resource for discourse connective disambiguation in German—0
Research on Discourse Parsing: from the Dependency View—0
Chinese Paragraph-level Discourse Parsing with Global Backward and Local Reverse Reading—0
Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale Pretraining—0
Unleashing the Power of Neural Discourse Parsers -- A Context and Structure Aware Approach Using Large Scale Pretraining—0
MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment SupervisionCode0
Coreference for Discourse Parsing: A Neural Approach—0
Contextualized Embeddings for Connective Disambiguation in Shallow Discourse Parsing—0
A Simple Global Neural Discourse Parser—0
A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic Oracle—0
Labeling Explicit Discourse Relations using Pre-trained Language Models—0
Comparing PTB and UD information for PDTB discourseconnective identification—0
Semi-Supervised Tri-Training for Explicit Discourse Argument Expansion—0
Shallow Discourse Parsing for Under-Resourced Languages: Combining Machine Translation and Annotation Projection—0
The Potsdam Commentary Corpus 2.2: Extending Annotations for Shallow Discourse Parsing—0
Chinese Discourse Parsing: Model and Evaluation—0
Automatic Discourse Segmentation: Review and Perspectives—0
Towards Discourse Parsing-inspired Semantic Storytelling—0
Unsupervised Discourse Constituency Parsing Using Viterbi EMCode0
Zero-shot Chinese Discourse Dependency Parsing via Cross-lingual Mapping—0
An Annotation Scheme of A Large-scale Multi-party Dialogues Dataset for Discourse Parsing and Machine Comprehension—0
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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