Matches in SemOpenAlex for { <https://semopenalex.org/work/W3176670238> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W3176670238 abstract "In implicit discourse relation classification, we want to predict the relation between adjacent sentences in the absence of any overt discourse connectives. This is challenging even for humans, leading to shortage of annotated data, a fact that makes the task even more difficult for supervised machine learning approaches. In the current study, we perform implicit discourse relation classification without relying on any labeled implicit relation. We sidestep the lack of data through explicitation of implicit relations to reduce the task to two sub-problems: language modeling and explicit discourse relation classification, a much easier problem. Our experimental results show that this method can even marginally outperform the state-of-the-art, in spite of being much simpler than alternative models of comparable performance. Moreover, we show that the achieved performance is robust across domains as suggested by the zero-shot experiments on a completely different domain. This indicates that recent advances in language modeling have made language models sufficiently good at capturing inter-sentence relations without the help of explicit discourse markers." @default.
- W3176670238 created "2021-07-05" @default.
- W3176670238 creator A5002870078 @default.
- W3176670238 creator A5091434670 @default.
- W3176670238 date "2021-06-06" @default.
- W3176670238 modified "2023-09-24" @default.
- W3176670238 title "Let's be explicit about that: Distant supervision for implicit discourse relation classification via connective prediction" @default.
- W3176670238 hasPublicationYear "2021" @default.
- W3176670238 type Work @default.
- W3176670238 sameAs 3176670238 @default.
- W3176670238 citedByCount "1" @default.
- W3176670238 countsByYear W31766702382021 @default.
- W3176670238 crossrefType "posted-content" @default.
- W3176670238 hasAuthorship W3176670238A5002870078 @default.
- W3176670238 hasAuthorship W3176670238A5091434670 @default.
- W3176670238 hasConcept C124101348 @default.
- W3176670238 hasConcept C134306372 @default.
- W3176670238 hasConcept C138885662 @default.
- W3176670238 hasConcept C154945302 @default.
- W3176670238 hasConcept C162324750 @default.
- W3176670238 hasConcept C187736073 @default.
- W3176670238 hasConcept C194051981 @default.
- W3176670238 hasConcept C204321447 @default.
- W3176670238 hasConcept C25343380 @default.
- W3176670238 hasConcept C2777530160 @default.
- W3176670238 hasConcept C2778137410 @default.
- W3176670238 hasConcept C2780451532 @default.
- W3176670238 hasConcept C2983448237 @default.
- W3176670238 hasConcept C33923547 @default.
- W3176670238 hasConcept C36503486 @default.
- W3176670238 hasConcept C41008148 @default.
- W3176670238 hasConcept C41895202 @default.
- W3176670238 hasConceptScore W3176670238C124101348 @default.
- W3176670238 hasConceptScore W3176670238C134306372 @default.
- W3176670238 hasConceptScore W3176670238C138885662 @default.
- W3176670238 hasConceptScore W3176670238C154945302 @default.
- W3176670238 hasConceptScore W3176670238C162324750 @default.
- W3176670238 hasConceptScore W3176670238C187736073 @default.
- W3176670238 hasConceptScore W3176670238C194051981 @default.
- W3176670238 hasConceptScore W3176670238C204321447 @default.
- W3176670238 hasConceptScore W3176670238C25343380 @default.
- W3176670238 hasConceptScore W3176670238C2777530160 @default.
- W3176670238 hasConceptScore W3176670238C2778137410 @default.
- W3176670238 hasConceptScore W3176670238C2780451532 @default.
- W3176670238 hasConceptScore W3176670238C2983448237 @default.
- W3176670238 hasConceptScore W3176670238C33923547 @default.
- W3176670238 hasConceptScore W3176670238C36503486 @default.
- W3176670238 hasConceptScore W3176670238C41008148 @default.
- W3176670238 hasConceptScore W3176670238C41895202 @default.
- W3176670238 hasLocation W31766702381 @default.
- W3176670238 hasOpenAccess W3176670238 @default.
- W3176670238 hasPrimaryLocation W31766702381 @default.
- W3176670238 hasRelatedWork W102059219 @default.
- W3176670238 hasRelatedWork W2164567676 @default.
- W3176670238 hasRelatedWork W2250762823 @default.
- W3176670238 hasRelatedWork W2252182164 @default.
- W3176670238 hasRelatedWork W2295947277 @default.
- W3176670238 hasRelatedWork W2339105429 @default.
- W3176670238 hasRelatedWork W2557338759 @default.
- W3176670238 hasRelatedWork W2610536450 @default.
- W3176670238 hasRelatedWork W2621322619 @default.
- W3176670238 hasRelatedWork W2775220237 @default.
- W3176670238 hasRelatedWork W2864258299 @default.
- W3176670238 hasRelatedWork W2879016106 @default.
- W3176670238 hasRelatedWork W2898904728 @default.
- W3176670238 hasRelatedWork W2902927900 @default.
- W3176670238 hasRelatedWork W2970474271 @default.
- W3176670238 hasRelatedWork W2970582332 @default.
- W3176670238 hasRelatedWork W2970973841 @default.
- W3176670238 hasRelatedWork W3031430352 @default.
- W3176670238 hasRelatedWork W3034403033 @default.
- W3176670238 hasRelatedWork W3211382138 @default.
- W3176670238 isParatext "false" @default.
- W3176670238 isRetracted "false" @default.
- W3176670238 magId "3176670238" @default.
- W3176670238 workType "article" @default.