Matches in SemOpenAlex for { <https://semopenalex.org/work/W4322759909> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W4322759909 abstract "Recent studies reveal that various biases exist in different NLP tasks, and over-reliance on biases results in models' poor generalization ability and low adversarial robustness. To mitigate datasets biases, previous works propose lots of debiasing techniques to tackle specific biases, which perform well on respective adversarial sets but fail to mitigate other biases. In this paper, we propose a new debiasing method Sparse Mixture-of-Adapters (SMoA), which can mitigate multiple dataset biases effectively and efficiently. Experiments on Natural Language Inference and Paraphrase Identification tasks demonstrate that SMoA outperforms full-finetuning, adapter tuning baselines, and prior strong debiasing methods. Further analysis indicates the interpretability of SMoA that sub-adapter can capture specific pattern from the training data and specialize to handle specific bias." @default.
- W4322759909 created "2023-03-03" @default.
- W4322759909 creator A5035282947 @default.
- W4322759909 creator A5036350345 @default.
- W4322759909 creator A5037458498 @default.
- W4322759909 creator A5038320692 @default.
- W4322759909 creator A5086894930 @default.
- W4322759909 date "2023-02-28" @default.
- W4322759909 modified "2023-09-27" @default.
- W4322759909 title "SMoA: Sparse Mixture of Adapters to Mitigate Multiple Dataset Biases" @default.
- W4322759909 doi "https://doi.org/10.48550/arxiv.2302.14413" @default.
- W4322759909 hasPublicationYear "2023" @default.
- W4322759909 type Work @default.
- W4322759909 citedByCount "0" @default.
- W4322759909 crossrefType "posted-content" @default.
- W4322759909 hasAuthorship W4322759909A5035282947 @default.
- W4322759909 hasAuthorship W4322759909A5036350345 @default.
- W4322759909 hasAuthorship W4322759909A5037458498 @default.
- W4322759909 hasAuthorship W4322759909A5038320692 @default.
- W4322759909 hasAuthorship W4322759909A5086894930 @default.
- W4322759909 hasBestOaLocation W43227599091 @default.
- W4322759909 hasConcept C104317684 @default.
- W4322759909 hasConcept C116834253 @default.
- W4322759909 hasConcept C119857082 @default.
- W4322759909 hasConcept C124101348 @default.
- W4322759909 hasConcept C134306372 @default.
- W4322759909 hasConcept C154945302 @default.
- W4322759909 hasConcept C15744967 @default.
- W4322759909 hasConcept C177148314 @default.
- W4322759909 hasConcept C185592680 @default.
- W4322759909 hasConcept C188147891 @default.
- W4322759909 hasConcept C2776214188 @default.
- W4322759909 hasConcept C2779458634 @default.
- W4322759909 hasConcept C2780922921 @default.
- W4322759909 hasConcept C2781067378 @default.
- W4322759909 hasConcept C33923547 @default.
- W4322759909 hasConcept C37736160 @default.
- W4322759909 hasConcept C41008148 @default.
- W4322759909 hasConcept C55493867 @default.
- W4322759909 hasConcept C59822182 @default.
- W4322759909 hasConcept C63479239 @default.
- W4322759909 hasConcept C86803240 @default.
- W4322759909 hasConceptScore W4322759909C104317684 @default.
- W4322759909 hasConceptScore W4322759909C116834253 @default.
- W4322759909 hasConceptScore W4322759909C119857082 @default.
- W4322759909 hasConceptScore W4322759909C124101348 @default.
- W4322759909 hasConceptScore W4322759909C134306372 @default.
- W4322759909 hasConceptScore W4322759909C154945302 @default.
- W4322759909 hasConceptScore W4322759909C15744967 @default.
- W4322759909 hasConceptScore W4322759909C177148314 @default.
- W4322759909 hasConceptScore W4322759909C185592680 @default.
- W4322759909 hasConceptScore W4322759909C188147891 @default.
- W4322759909 hasConceptScore W4322759909C2776214188 @default.
- W4322759909 hasConceptScore W4322759909C2779458634 @default.
- W4322759909 hasConceptScore W4322759909C2780922921 @default.
- W4322759909 hasConceptScore W4322759909C2781067378 @default.
- W4322759909 hasConceptScore W4322759909C33923547 @default.
- W4322759909 hasConceptScore W4322759909C37736160 @default.
- W4322759909 hasConceptScore W4322759909C41008148 @default.
- W4322759909 hasConceptScore W4322759909C55493867 @default.
- W4322759909 hasConceptScore W4322759909C59822182 @default.
- W4322759909 hasConceptScore W4322759909C63479239 @default.
- W4322759909 hasConceptScore W4322759909C86803240 @default.
- W4322759909 hasLocation W43227599091 @default.
- W4322759909 hasOpenAccess W4322759909 @default.
- W4322759909 hasPrimaryLocation W43227599091 @default.
- W4322759909 hasRelatedWork W2991526369 @default.
- W4322759909 hasRelatedWork W3082739451 @default.
- W4322759909 hasRelatedWork W3139108984 @default.
- W4322759909 hasRelatedWork W4206534706 @default.
- W4322759909 hasRelatedWork W4210274113 @default.
- W4322759909 hasRelatedWork W4210583479 @default.
- W4322759909 hasRelatedWork W4226058368 @default.
- W4322759909 hasRelatedWork W4280534256 @default.
- W4322759909 hasRelatedWork W4307654699 @default.
- W4322759909 hasRelatedWork W4221149792 @default.
- W4322759909 isParatext "false" @default.
- W4322759909 isRetracted "false" @default.
- W4322759909 workType "article" @default.