UCCA Parsing
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Benchmarks
SemEval 2019 Task 1
CoNLL 2019
Most implemented
Content Differences in Syntactic and Semantic Representation
Content Differences in Syntactic and Semantic Representations
Multitask Parsing Across Semantic Representations
A Transition-Based Directed Acyclic Graph Parser for UCCA
Papers
SGL: Speaking the Graph Languages of Semantic Parsing via Multilingual Translation
Graph-based semantic parsing aims to represent textual meaning through directed graphs. As one of the most promising general-purpose meaning representations, these structures and their parsing have gained a significant i…
AMR ParsingMachine TranslationSemantic ParsingTranslation+1Cross-lingual Semantic Representation for NLP with UCCA
This is an introductory tutorial to UCCA (Universal Conceptual Cognitive Annotation), a cross-linguistically applicable framework for semantic representation, with corpora annotated in English, German and French, and ong…
PhilosophyUCCA ParsingTUPA at MRP 2019: A Multi-Task Baseline System
This paper describes the TUPA system submission to the shared task on Cross-Framework Meaning Representation Parsing (MRP) at the 2019 Conference for Computational Language Learning (CoNLL). Because it was prepared by on…
Multi-Task LearningUCCA ParsingHIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding
This paper describes our system (HIT-SCIR) for CoNLL 2019 shared task: Cross-Framework Meaning Representation Parsing. We extended the basic transition-based parser with two improvements: a) Efficient Training by realizi…
UCCA ParsingWord EmbeddingsBroad-Coverage Semantic Parsing as Transduction
We unify different broad-coverage semantic parsing tasks under a transduction paradigm, and propose an attention-based neural framework that incrementally builds a meaning representation via a sequence of semantic relati…
AMR ParsingSemantic ParsingUCCA ParsingContent Differences in Syntactic and Semantic Representation
Syntactic analysis plays an important role in semantic parsing, but the nature of this role remains a topic of ongoing debate. The debate has been constrained by the scarcity of empirical comparative studies between synt…
Semantic ParsingUCCA Parsing