Matches in SemOpenAlex for { <https://semopenalex.org/work/W4307071079> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W4307071079 abstract "Can machines know what twin prime is? From the composition of this phrase, machines may guess twin prime is a certain kind of prime, but it is still difficult to deduce exactly what twin stands for without additional knowledge. Here, twin prime is a jargon - a specialized term used by experts in a particular field. Explaining jargon is challenging since it usually requires domain knowledge to understand. Recently, there is an increasing interest in extracting and generating definitions of words automatically. However, existing approaches, either extraction or generation, perform poorly on jargon. In this paper, we propose to combine extraction and generation for jargon definition modeling: first extract self- and correlative definitional information of target jargon from the Web and then generate the final definitions by incorporating the extracted definitional information. Our framework is remarkably simple but effective: experiments demonstrate our method can generate high-quality definitions for jargon and outperform state-of-the-art models significantly, e.g., BLEU score from 8.76 to 22.66 and human-annotated score from 2.34 to 4.04." @default.
- W4307071079 created "2022-10-23" @default.
- W4307071079 creator A5030156276 @default.
- W4307071079 creator A5032612009 @default.
- W4307071079 creator A5040404999 @default.
- W4307071079 creator A5070408220 @default.
- W4307071079 creator A5085541725 @default.
- W4307071079 date "2021-11-14" @default.
- W4307071079 modified "2023-09-26" @default.
- W4307071079 title "Understanding Jargon: Combining Extraction and Generation for Definition Modeling" @default.
- W4307071079 doi "https://doi.org/10.48550/arxiv.2111.07267" @default.
- W4307071079 hasPublicationYear "2021" @default.
- W4307071079 type Work @default.
- W4307071079 citedByCount "0" @default.
- W4307071079 crossrefType "posted-content" @default.
- W4307071079 hasAuthorship W4307071079A5030156276 @default.
- W4307071079 hasAuthorship W4307071079A5032612009 @default.
- W4307071079 hasAuthorship W4307071079A5040404999 @default.
- W4307071079 hasAuthorship W4307071079A5070408220 @default.
- W4307071079 hasAuthorship W4307071079A5085541725 @default.
- W4307071079 hasBestOaLocation W43070710791 @default.
- W4307071079 hasConcept C111472728 @default.
- W4307071079 hasConcept C114614502 @default.
- W4307071079 hasConcept C121332964 @default.
- W4307071079 hasConcept C134306372 @default.
- W4307071079 hasConcept C138885662 @default.
- W4307071079 hasConcept C154945302 @default.
- W4307071079 hasConcept C184992742 @default.
- W4307071079 hasConcept C202444582 @default.
- W4307071079 hasConcept C204321447 @default.
- W4307071079 hasConcept C2776224158 @default.
- W4307071079 hasConcept C2777530160 @default.
- W4307071079 hasConcept C2777611551 @default.
- W4307071079 hasConcept C2780586882 @default.
- W4307071079 hasConcept C33923547 @default.
- W4307071079 hasConcept C36503486 @default.
- W4307071079 hasConcept C41008148 @default.
- W4307071079 hasConcept C41895202 @default.
- W4307071079 hasConcept C61797465 @default.
- W4307071079 hasConcept C62520636 @default.
- W4307071079 hasConcept C9652623 @default.
- W4307071079 hasConceptScore W4307071079C111472728 @default.
- W4307071079 hasConceptScore W4307071079C114614502 @default.
- W4307071079 hasConceptScore W4307071079C121332964 @default.
- W4307071079 hasConceptScore W4307071079C134306372 @default.
- W4307071079 hasConceptScore W4307071079C138885662 @default.
- W4307071079 hasConceptScore W4307071079C154945302 @default.
- W4307071079 hasConceptScore W4307071079C184992742 @default.
- W4307071079 hasConceptScore W4307071079C202444582 @default.
- W4307071079 hasConceptScore W4307071079C204321447 @default.
- W4307071079 hasConceptScore W4307071079C2776224158 @default.
- W4307071079 hasConceptScore W4307071079C2777530160 @default.
- W4307071079 hasConceptScore W4307071079C2777611551 @default.
- W4307071079 hasConceptScore W4307071079C2780586882 @default.
- W4307071079 hasConceptScore W4307071079C33923547 @default.
- W4307071079 hasConceptScore W4307071079C36503486 @default.
- W4307071079 hasConceptScore W4307071079C41008148 @default.
- W4307071079 hasConceptScore W4307071079C41895202 @default.
- W4307071079 hasConceptScore W4307071079C61797465 @default.
- W4307071079 hasConceptScore W4307071079C62520636 @default.
- W4307071079 hasConceptScore W4307071079C9652623 @default.
- W4307071079 hasLocation W43070710791 @default.
- W4307071079 hasOpenAccess W4307071079 @default.
- W4307071079 hasPrimaryLocation W43070710791 @default.
- W4307071079 hasRelatedWork W1517743118 @default.
- W4307071079 hasRelatedWork W1567338489 @default.
- W4307071079 hasRelatedWork W1586984800 @default.
- W4307071079 hasRelatedWork W159132833 @default.
- W4307071079 hasRelatedWork W1597901428 @default.
- W4307071079 hasRelatedWork W1978971213 @default.
- W4307071079 hasRelatedWork W2119727789 @default.
- W4307071079 hasRelatedWork W2369835347 @default.
- W4307071079 hasRelatedWork W2889818188 @default.
- W4307071079 hasRelatedWork W38394648 @default.
- W4307071079 isParatext "false" @default.
- W4307071079 isRetracted "false" @default.
- W4307071079 workType "article" @default.