SOTAVerified

Discourse Parsing

Papers

Showing 126–150 of 189 papers

TitleStatusHype
Linear-Time Constituency Parsing with RNNs and Dynamic Programming—0
Can Discourse Relations be Identified Incrementally?—0
Shallow Discourse Parsing with Maximum Entropy Model—0
Does syntax help discourse segmentation? Not so muchCode0
How much progress have we made on RST discourse parsing? A replication study of recent results on the RST-DT—0
Learning Contextually Informed Representations for Linear-Time Discourse Parsing—0
Learning to Rank Semantic Coherence for Topic Segmentation—0
Joint Syntacto-Discourse Parsing and the Syntacto-Discourse TreebankCode0
The CLaC Discourse Parser at CoNLL-2016—0
The CLaC Discourse Parser at CoNLL-2015Code0
Exploring Joint Neural Model for Sentence Level Discourse Parsing and Sentiment Analysis—0
Towards Full Text Shallow Discourse Relation Annotation: Experiments with Cross-Paragraph Implicit Relations in the PDTB—0
A Joint Model for Semantic Sequences: Frames, Entities, Sentiments—0
Discourse Relations and Conjoined VPs: Automated Sense Recognition—0
A Systematic Study of Neural Discourse Models for Implicit Discourse Relation—0
Cross-lingual RST Discourse ParsingCode0
Detection, Disambiguation and Argument Identification of Discourse Connectives in Chinese Discourse Parsing—0
Training Data Enrichment for Infrequent Discourse Relations—0
Multi-view and multi-task training of RST discourse parsersCode0
Discourse Parsing with Attention-based Hierarchical Neural Networks—0
Empirical comparison of dependency conversions for RST discourse trees—0
The Virginia Tech System at CoNLL-2016 Shared Task on Shallow Discourse Parsing—0
Finding Arguments as Sequence Labeling in Discourse Parsing—0
IIT (BHU) Submission on the CoNLL-2016 Shared Task: Shallow Discourse Parsing using Semantic Lexicons—0
OPT: Oslo--Potsdam--Teesside. Pipelining Rules, Rankers, and Classifier Ensembles for Shallow Discourse Parsing—0
Show:102550
← PrevPage 6 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