Matches in SemOpenAlex for { <https://semopenalex.org/work/W4300863491> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W4300863491 abstract "As Abstract Meaning Representation (AMR) implicitly involves compound semantic annotations, we hypothesize auxiliary tasks which are semantically or formally related can better enhance AMR parsing. We find that 1) Semantic role labeling (SRL) and dependency parsing (DP), would bring more performance gain than other tasks e.g. MT and summarization in the text-to-AMR transition even with much less data. 2) To make a better fit for AMR, data from auxiliary tasks should be properly AMRized to PseudoAMR before training. Knowledge from shallow level parsing tasks can be better transferred to AMR Parsing with structure transform. 3) Intermediate-task learning is a better paradigm to introduce auxiliary tasks to AMR parsing, compared to multitask learning. From an empirical perspective, we propose a principled method to involve auxiliary tasks to boost AMR parsing. Extensive experiments show that our method achieves new state-of-the-art performance on different benchmarks especially in topology-related scores." @default.
- W4300863491 created "2022-10-04" @default.
- W4300863491 creator A5007956930 @default.
- W4300863491 creator A5011487190 @default.
- W4300863491 creator A5021459300 @default.
- W4300863491 creator A5023594937 @default.
- W4300863491 creator A5038032242 @default.
- W4300863491 creator A5058808692 @default.
- W4300863491 date "2022-04-19" @default.
- W4300863491 modified "2023-10-16" @default.
- W4300863491 title "ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs" @default.
- W4300863491 doi "https://doi.org/10.48550/arxiv.2204.08875" @default.
- W4300863491 hasPublicationYear "2022" @default.
- W4300863491 type Work @default.
- W4300863491 citedByCount "0" @default.
- W4300863491 crossrefType "posted-content" @default.
- W4300863491 hasAuthorship W4300863491A5007956930 @default.
- W4300863491 hasAuthorship W4300863491A5011487190 @default.
- W4300863491 hasAuthorship W4300863491A5021459300 @default.
- W4300863491 hasAuthorship W4300863491A5023594937 @default.
- W4300863491 hasAuthorship W4300863491A5038032242 @default.
- W4300863491 hasAuthorship W4300863491A5058808692 @default.
- W4300863491 hasBestOaLocation W43008634911 @default.
- W4300863491 hasConcept C118364021 @default.
- W4300863491 hasConcept C12713177 @default.
- W4300863491 hasConcept C147547768 @default.
- W4300863491 hasConcept C154945302 @default.
- W4300863491 hasConcept C162324750 @default.
- W4300863491 hasConcept C164883195 @default.
- W4300863491 hasConcept C170858558 @default.
- W4300863491 hasConcept C17744445 @default.
- W4300863491 hasConcept C186644900 @default.
- W4300863491 hasConcept C187736073 @default.
- W4300863491 hasConcept C199539241 @default.
- W4300863491 hasConcept C204321447 @default.
- W4300863491 hasConcept C2776359362 @default.
- W4300863491 hasConcept C2777530160 @default.
- W4300863491 hasConcept C2780451532 @default.
- W4300863491 hasConcept C41008148 @default.
- W4300863491 hasConcept C42560504 @default.
- W4300863491 hasConcept C60690694 @default.
- W4300863491 hasConcept C67277372 @default.
- W4300863491 hasConcept C94625758 @default.
- W4300863491 hasConceptScore W4300863491C118364021 @default.
- W4300863491 hasConceptScore W4300863491C12713177 @default.
- W4300863491 hasConceptScore W4300863491C147547768 @default.
- W4300863491 hasConceptScore W4300863491C154945302 @default.
- W4300863491 hasConceptScore W4300863491C162324750 @default.
- W4300863491 hasConceptScore W4300863491C164883195 @default.
- W4300863491 hasConceptScore W4300863491C170858558 @default.
- W4300863491 hasConceptScore W4300863491C17744445 @default.
- W4300863491 hasConceptScore W4300863491C186644900 @default.
- W4300863491 hasConceptScore W4300863491C187736073 @default.
- W4300863491 hasConceptScore W4300863491C199539241 @default.
- W4300863491 hasConceptScore W4300863491C204321447 @default.
- W4300863491 hasConceptScore W4300863491C2776359362 @default.
- W4300863491 hasConceptScore W4300863491C2777530160 @default.
- W4300863491 hasConceptScore W4300863491C2780451532 @default.
- W4300863491 hasConceptScore W4300863491C41008148 @default.
- W4300863491 hasConceptScore W4300863491C42560504 @default.
- W4300863491 hasConceptScore W4300863491C60690694 @default.
- W4300863491 hasConceptScore W4300863491C67277372 @default.
- W4300863491 hasConceptScore W4300863491C94625758 @default.
- W4300863491 hasLocation W43008634911 @default.
- W4300863491 hasOpenAccess W4300863491 @default.
- W4300863491 hasPrimaryLocation W43008634911 @default.
- W4300863491 hasRelatedWork W1559723967 @default.
- W4300863491 hasRelatedWork W1806995473 @default.
- W4300863491 hasRelatedWork W2058621701 @default.
- W4300863491 hasRelatedWork W2089650885 @default.
- W4300863491 hasRelatedWork W2250574586 @default.
- W4300863491 hasRelatedWork W2389755172 @default.
- W4300863491 hasRelatedWork W2914096745 @default.
- W4300863491 hasRelatedWork W3035970863 @default.
- W4300863491 hasRelatedWork W4224281298 @default.
- W4300863491 hasRelatedWork W4300863491 @default.
- W4300863491 isParatext "false" @default.
- W4300863491 isRetracted "false" @default.
- W4300863491 workType "article" @default.