SOTAVerified

Discourse Parsing

Papers

Showing 151189 of 189 papers

TitleStatusHype
CoNLL 2016 Shared Task on Multilingual Shallow Discourse ParsingCode0
SDP-JAIST: A Shallow Discourse Parsing system @ CoNLL 2016 Shared Task0
Shallow Discourse Parsing Using Convolutional Neural Network0
SoNLP-DP System for ConLL-2016 Chinese Shallow Discourse Parsing0
SoNLP-DP System for ConLL-2016 English Shallow Discourse Parsing0
Two Discourse Driven Language Models for Semantics0
Shallow Discourse Parsing Using Distributed Argument Representations and Bayesian Optimization0
Neural Network Models for Implicit Discourse Relation Classification in English and Chinese without Surface Features0
Explicit Argument Identification for Discourse Parsing In Hindi: A Hybrid Pipeline0
Integer Linear Programming for Discourse Parsing0
Using lexical and Dependency Features to Disambiguate Discourse Connectives in Hindi0
Better Document-level Sentiment Analysis from RST Discourse Parsing0
PDTB Discourse Parsing as a Tagging Task: The Two Taggers Approach0
Discourse parsing for multi-party chat dialogues0
Joint prediction in MST-style discourse parsing for argumentation mining0
Improving a Pipeline Architecture for Shallow Discourse Parsing0
Shallow Discourse Parsing Using Constituent Parsing Tree0
Hybrid Approach to PDTB-styled Discourse Parsing for CoNLL-20150
A Minimalist Approach to Shallow Discourse Parsing and Implicit Relation Recognition0
Shallow Discourse Parsing with Syntactic and (a Few) Semantic Features0
A Shallow Discourse Parsing System Based On Maximum Entropy Model0
The CoNLL-2015 Shared Task on Shallow Discourse Parsing0
Learning Representations for Text-level Discourse Parsing0
Two Practical Rhetorical Structure Theory Parsers0
Fast Rhetorical Structure Theory Discourse ParsingCode1
Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering0
Improving the Inference of Implicit Discourse Relations via Classifying Explicit Discourse Connectives0
When Are Tree Structures Necessary for Deep Learning of Representations?0
Recursive Deep Models for Discourse Parsing0
A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing0
Representation Learning for Text-level Discourse ParsingCode0
How Could Veins Speed Up The Process Of Discourse Parsing0
Towards Cross-Domain PDTB-Style Discourse Parsing0
Constrained Decoding for Text-Level Discourse Parsing0
An Approach to Discourse Parsing using Sangati and Rhetorical Structure Theory0
Global Features for Shallow Discourse Parsing0
Text-level Discourse Parsing with Rich Linguistic Features0
A Novel Discourse Parser Based on Support Vector Machine Classification0
An effective Discourse Parser that uses Rich Linguistic Information0
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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