SOTAVerified

Discourse Parsing

Papers

Showing 131140 of 189 papers

TitleStatusHype
Linear-Time Constituency Parsing with RNNs and Dynamic Programming0
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
Llamipa: An Incremental Discourse Parser0
Modeling discourse cohesion for discourse parsing via memory network0
Multi-lingual Discourse Segmentation and Connective Identification: MELODI at Disrpt20210
Neural Network Models for Implicit Discourse Relation Classification in English and Chinese without Surface Features0
Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains0
OPT: Oslo--Potsdam--Teesside. Pipelining Rules, Rankers, and Classifier Ensembles for Shallow Discourse Parsing0
PDTB Discourse Parsing as a Tagging Task: The Two Taggers Approach0
Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation0
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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