Matches in SemOpenAlex for { <https://semopenalex.org/work/W4315706630> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W4315706630 abstract "Extraction of Application Programming Interfaces (APIs) and their semantic relations from unstructured text (e.g., Stack Overflow) is a fundamental work for software engineering tasks (e.g., API recommendation). However, existing approaches are rule-based and sequence-labeling based. They must manually enumerate the rules or label data for a wide range of sentence patterns, which involves a significant amount of labor overhead and is exacerbated by morphological and common-word ambiguity. In contrast to matching or labeling API entities and relations, this paper formulates heterogeneous API extraction and API relation extraction task as a sequence-to-sequence generation task, and proposes AERJE, an API entity-relation joint extraction model based on the large pre-trained language model. After training on a small number of ambiguous but correctly labeled data, AERJE builds a multi-task architecture that extracts API entities and relations from unstructured text using dynamic prompts. We systematically evaluate AERJE on a set of long and ambiguous sentences from Stack Overflow. The experimental results show that AERJE achieves high accuracy and discrimination ability in API entity-relation joint extraction, even with zero or few-shot fine-tuning." @default.
- W4315706630 created "2023-01-12" @default.
- W4315706630 creator A5009733199 @default.
- W4315706630 creator A5013152328 @default.
- W4315706630 creator A5026131126 @default.
- W4315706630 creator A5028641941 @default.
- W4315706630 creator A5031518241 @default.
- W4315706630 creator A5040728017 @default.
- W4315706630 date "2023-01-10" @default.
- W4315706630 modified "2023-09-26" @default.
- W4315706630 title "API Entity and Relation Joint Extraction from Text via Dynamic Prompt-tuned Language Model" @default.
- W4315706630 doi "https://doi.org/10.48550/arxiv.2301.03987" @default.
- W4315706630 hasPublicationYear "2023" @default.
- W4315706630 type Work @default.
- W4315706630 citedByCount "0" @default.
- W4315706630 crossrefType "posted-content" @default.
- W4315706630 hasAuthorship W4315706630A5009733199 @default.
- W4315706630 hasAuthorship W4315706630A5013152328 @default.
- W4315706630 hasAuthorship W4315706630A5026131126 @default.
- W4315706630 hasAuthorship W4315706630A5028641941 @default.
- W4315706630 hasAuthorship W4315706630A5031518241 @default.
- W4315706630 hasAuthorship W4315706630A5040728017 @default.
- W4315706630 hasBestOaLocation W43157066301 @default.
- W4315706630 hasConcept C105795698 @default.
- W4315706630 hasConcept C124101348 @default.
- W4315706630 hasConcept C127413603 @default.
- W4315706630 hasConcept C138885662 @default.
- W4315706630 hasConcept C153604712 @default.
- W4315706630 hasConcept C154945302 @default.
- W4315706630 hasConcept C162324750 @default.
- W4315706630 hasConcept C165064840 @default.
- W4315706630 hasConcept C170154142 @default.
- W4315706630 hasConcept C177264268 @default.
- W4315706630 hasConcept C18555067 @default.
- W4315706630 hasConcept C187736073 @default.
- W4315706630 hasConcept C195807954 @default.
- W4315706630 hasConcept C199360897 @default.
- W4315706630 hasConcept C204321447 @default.
- W4315706630 hasConcept C25343380 @default.
- W4315706630 hasConcept C2777530160 @default.
- W4315706630 hasConcept C2778112365 @default.
- W4315706630 hasConcept C2779135771 @default.
- W4315706630 hasConcept C2780451532 @default.
- W4315706630 hasConcept C2780522230 @default.
- W4315706630 hasConcept C33923547 @default.
- W4315706630 hasConcept C35639132 @default.
- W4315706630 hasConcept C41008148 @default.
- W4315706630 hasConcept C41895202 @default.
- W4315706630 hasConcept C54355233 @default.
- W4315706630 hasConcept C86803240 @default.
- W4315706630 hasConcept C90805587 @default.
- W4315706630 hasConceptScore W4315706630C105795698 @default.
- W4315706630 hasConceptScore W4315706630C124101348 @default.
- W4315706630 hasConceptScore W4315706630C127413603 @default.
- W4315706630 hasConceptScore W4315706630C138885662 @default.
- W4315706630 hasConceptScore W4315706630C153604712 @default.
- W4315706630 hasConceptScore W4315706630C154945302 @default.
- W4315706630 hasConceptScore W4315706630C162324750 @default.
- W4315706630 hasConceptScore W4315706630C165064840 @default.
- W4315706630 hasConceptScore W4315706630C170154142 @default.
- W4315706630 hasConceptScore W4315706630C177264268 @default.
- W4315706630 hasConceptScore W4315706630C18555067 @default.
- W4315706630 hasConceptScore W4315706630C187736073 @default.
- W4315706630 hasConceptScore W4315706630C195807954 @default.
- W4315706630 hasConceptScore W4315706630C199360897 @default.
- W4315706630 hasConceptScore W4315706630C204321447 @default.
- W4315706630 hasConceptScore W4315706630C25343380 @default.
- W4315706630 hasConceptScore W4315706630C2777530160 @default.
- W4315706630 hasConceptScore W4315706630C2778112365 @default.
- W4315706630 hasConceptScore W4315706630C2779135771 @default.
- W4315706630 hasConceptScore W4315706630C2780451532 @default.
- W4315706630 hasConceptScore W4315706630C2780522230 @default.
- W4315706630 hasConceptScore W4315706630C33923547 @default.
- W4315706630 hasConceptScore W4315706630C35639132 @default.
- W4315706630 hasConceptScore W4315706630C41008148 @default.
- W4315706630 hasConceptScore W4315706630C41895202 @default.
- W4315706630 hasConceptScore W4315706630C54355233 @default.
- W4315706630 hasConceptScore W4315706630C86803240 @default.
- W4315706630 hasConceptScore W4315706630C90805587 @default.
- W4315706630 hasLocation W43157066301 @default.
- W4315706630 hasOpenAccess W4315706630 @default.
- W4315706630 hasPrimaryLocation W43157066301 @default.
- W4315706630 hasRelatedWork W2883550961 @default.
- W4315706630 hasRelatedWork W2899962164 @default.
- W4315706630 hasRelatedWork W2905462022 @default.
- W4315706630 hasRelatedWork W3035219457 @default.
- W4315706630 hasRelatedWork W3082447286 @default.
- W4315706630 hasRelatedWork W3114114934 @default.
- W4315706630 hasRelatedWork W3116646283 @default.
- W4315706630 hasRelatedWork W3138275310 @default.
- W4315706630 hasRelatedWork W3138801416 @default.
- W4315706630 hasRelatedWork W4287682749 @default.
- W4315706630 isParatext "false" @default.
- W4315706630 isRetracted "false" @default.
- W4315706630 workType "article" @default.