Discourse Parsing
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Benchmarks
Most implemented
The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error
Fast Rhetorical Structure Theory Discourse Parsing
ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences
A Unified Linear-Time Framework for Sentence-Level Discourse Parsing
Papers
Beyond Supervised Clarification: Input Rewriting with LLMs for Dialogue Discourse Parsing
Rewriting inputs to improve frozen downstream models has become a common strategy in modern NLP pipelines. Prior work on incremental dialogue discourse parsing (DDP) shows that supervised clarification models can rewrite…
Discourse ParsingDraDDP: A Multimodal Multi-Party Dialogue Discourse Parsing Dataset
Multi-party dialogue discourse parsing aims to identify dependency structures and relation types between utterances in conversations. Previous studies are mostly limited to textual modality or two-party dialogue, failing…
Discourse ParsingNot Worth Mentioning? A Pilot Study on Salient Proposition Annotation
Despite a long tradition of work on extractive summarization, which by nature aims to recover the most important propositions in a text, little work has been done on operationalizing graded proposition salience in natura…
Discourse ParsingBeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language Models
We introduce BeDiscovER (Benchmark of Discourse Understanding in the Era of Reasoning Language Models), an up-to-date, comprehensive suite for evaluating the discourse-level knowledge of modern LLMs. BeDiscovER compiles …
Temporal Relation ExtractionRelation ClassificationDiscourse ParsingBridging Discourse Treebanks with a Unified Rhetorical Structure Parser
We introduce UniRST, the first unified RST-style discourse parser capable of handling 18 treebanks in 11 languages without modifying their relation inventories. To overcome inventory incompatibilities, we propose and eva…
Relation ClassificationDiscourse ParsingAnnotate Rhetorical Relations with INCEpTION: A Comparison with Automatic Approaches
This research explores the annotation of rhetorical relations in discourse using the INCEpTION tool and compares manual annotation with automatic approaches based on large language models. The study focuses on sports rep…
Discourse Parsing