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Discourse Parsing

Papers

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Showing 51–100 of 189 papers

TitleStatusHype
Shallow Discourse Parsing for Open Information Extraction and Text Simplification—0
A description of Turkish Discourse Bank 1.2 and an examination of common dependencies in Turkish discourse—0
Toward Automatic Discourse Parsing of Student Writing Motivated by Neural Interpretation—0
Revisiting Shallow Discourse Parsing in the PDTB-3: Handling Intra-sentential Implicits—0
The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser ErrorCode0
Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation—0
STEM: Unsupervised STructural EMbedding for Stance DetectionCode0
Bottom Up Parsing via Sequence Labeling—0
Sentence-Level Discourse Parsing as Text-to-Text Generation—0
Generic Dependency Modeling in Multi-Party Conversation—0
The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error—0
A Transformer Based Approach towards Identification of Discourse Unit Segments and Connectives—0
A Language Model-based Generative Classifier for Sentence-level Discourse Parsing—0
Multi-lingual Discourse Segmentation and Connective Identification: MELODI at Disrpt2021—0
The DISRPT 2021 Shared Task on Elementary Discourse Unit Segmentation, Connective Detection, and Relation Classification—0
Multi-tasking Dialogue Comprehension with Discourse ParsingCode0
DisCoDisCo at the DISRPT2021 Shared Task: A System for Discourse Segmentation, Classification, and Connective DetectionCode0
Adapting Unsupervised Syntactic Parsing Methodology for Discourse Dependency Parsing—0
Where Are We in Discourse Relation Recognition?—0
A Conditional Splitting Framework for Efficient Constituency Parsing—0
Persian Rhetorical Structure TheoryCode0
A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational SpeechCode0
Learning Clause Representation from Dependency-Anchor Graph for Connective PredictionCode0
Improving Neural RST Parsing Model with Silver Agreement Subtrees—0
Predicting Discourse Trees from Transformer-based Neural SummarizersCode0
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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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