Matches in SemOpenAlex for { <https://semopenalex.org/work/W4327644056> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W4327644056 endingPage "488" @default.
- W4327644056 startingPage "474" @default.
- W4327644056 abstract "We tackle Question Paraphrasing Identification (QPI), a task of determining whether a pair of interrogative sentences (i.e., questions) are paraphrases of each other, which is widely applied in information retrieval and question answering. It is challenging to identify the distinctive instances which are similar in semantics though holding different intentions. In this paper, we propose an intention-aware neural model for QPI. Question words (e.g., “when”) and blocks (e.g., “what time”) are extracted as features for revealing intentions. They are utilized to regulate pairwise question encoding explicitly and implicitly, within Conditional Variational AutoEncoder (CVAE) and multi-task VAE frameworks, respectively. We conduct experiments on the benchmark corpora QQP, LCQMC and BQ, towards both English and Chinese QPI tasks. Experimental results show that our method yields generally significant improvements compared to a variety of PLM-based baselines (BERT, RoBERTa and ERNIE), and it outperforms the state-of-the-art QPI models. It is also proven that our method doesn’t severely reduce the overall efficiency, which merely extends the training time by 12.5% on a RTX3090. All the models and source codes will be made publicly available to support reproducible research." @default.
- W4327644056 created "2023-03-18" @default.
- W4327644056 creator A5007087238 @default.
- W4327644056 creator A5012794465 @default.
- W4327644056 creator A5034665539 @default.
- W4327644056 creator A5083476431 @default.
- W4327644056 creator A5091076526 @default.
- W4327644056 date "2023-01-01" @default.
- W4327644056 modified "2023-09-26" @default.
- W4327644056 title "Intention-Aware Neural Networks for Question Paraphrase Identification" @default.
- W4327644056 cites W2033178790 @default.
- W4327644056 cites W2194775991 @default.
- W4327644056 cites W2251427843 @default.
- W4327644056 cites W2508865106 @default.
- W4327644056 cites W2605279813 @default.
- W4327644056 cites W2608787653 @default.
- W4327644056 cites W2889968917 @default.
- W4327644056 cites W2904197672 @default.
- W4327644056 cites W2963341956 @default.
- W4327644056 cites W2964082993 @default.
- W4327644056 cites W3034306482 @default.
- W4327644056 cites W3035490055 @default.
- W4327644056 cites W3099219382 @default.
- W4327644056 cites W3104033643 @default.
- W4327644056 cites W3124980712 @default.
- W4327644056 cites W3173220653 @default.
- W4327644056 cites W3173647480 @default.
- W4327644056 cites W3210120707 @default.
- W4327644056 doi "https://doi.org/10.1007/978-3-031-28244-7_30" @default.
- W4327644056 hasPublicationYear "2023" @default.
- W4327644056 type Work @default.
- W4327644056 citedByCount "0" @default.
- W4327644056 crossrefType "book-chapter" @default.
- W4327644056 hasAuthorship W4327644056A5007087238 @default.
- W4327644056 hasAuthorship W4327644056A5012794465 @default.
- W4327644056 hasAuthorship W4327644056A5034665539 @default.
- W4327644056 hasAuthorship W4327644056A5083476431 @default.
- W4327644056 hasAuthorship W4327644056A5091076526 @default.
- W4327644056 hasConcept C101738243 @default.
- W4327644056 hasConcept C116834253 @default.
- W4327644056 hasConcept C119857082 @default.
- W4327644056 hasConcept C125411270 @default.
- W4327644056 hasConcept C13280743 @default.
- W4327644056 hasConcept C136197465 @default.
- W4327644056 hasConcept C154945302 @default.
- W4327644056 hasConcept C162324750 @default.
- W4327644056 hasConcept C184337299 @default.
- W4327644056 hasConcept C184898388 @default.
- W4327644056 hasConcept C185798385 @default.
- W4327644056 hasConcept C187736073 @default.
- W4327644056 hasConcept C199360897 @default.
- W4327644056 hasConcept C204321447 @default.
- W4327644056 hasConcept C205649164 @default.
- W4327644056 hasConcept C2780451532 @default.
- W4327644056 hasConcept C2780922921 @default.
- W4327644056 hasConcept C41008148 @default.
- W4327644056 hasConcept C44291984 @default.
- W4327644056 hasConcept C50644808 @default.
- W4327644056 hasConcept C59822182 @default.
- W4327644056 hasConcept C86803240 @default.
- W4327644056 hasConceptScore W4327644056C101738243 @default.
- W4327644056 hasConceptScore W4327644056C116834253 @default.
- W4327644056 hasConceptScore W4327644056C119857082 @default.
- W4327644056 hasConceptScore W4327644056C125411270 @default.
- W4327644056 hasConceptScore W4327644056C13280743 @default.
- W4327644056 hasConceptScore W4327644056C136197465 @default.
- W4327644056 hasConceptScore W4327644056C154945302 @default.
- W4327644056 hasConceptScore W4327644056C162324750 @default.
- W4327644056 hasConceptScore W4327644056C184337299 @default.
- W4327644056 hasConceptScore W4327644056C184898388 @default.
- W4327644056 hasConceptScore W4327644056C185798385 @default.
- W4327644056 hasConceptScore W4327644056C187736073 @default.
- W4327644056 hasConceptScore W4327644056C199360897 @default.
- W4327644056 hasConceptScore W4327644056C204321447 @default.
- W4327644056 hasConceptScore W4327644056C205649164 @default.
- W4327644056 hasConceptScore W4327644056C2780451532 @default.
- W4327644056 hasConceptScore W4327644056C2780922921 @default.
- W4327644056 hasConceptScore W4327644056C41008148 @default.
- W4327644056 hasConceptScore W4327644056C44291984 @default.
- W4327644056 hasConceptScore W4327644056C50644808 @default.
- W4327644056 hasConceptScore W4327644056C59822182 @default.
- W4327644056 hasConceptScore W4327644056C86803240 @default.
- W4327644056 hasLocation W43276440561 @default.
- W4327644056 hasOpenAccess W4327644056 @default.
- W4327644056 hasPrimaryLocation W43276440561 @default.
- W4327644056 hasRelatedWork W128392744 @default.
- W4327644056 hasRelatedWork W2051593977 @default.
- W4327644056 hasRelatedWork W2135591339 @default.
- W4327644056 hasRelatedWork W2251469477 @default.
- W4327644056 hasRelatedWork W2398825887 @default.
- W4327644056 hasRelatedWork W2899846447 @default.
- W4327644056 hasRelatedWork W3107474891 @default.
- W4327644056 hasRelatedWork W3143920270 @default.
- W4327644056 hasRelatedWork W4281690070 @default.
- W4327644056 hasRelatedWork W4327644056 @default.
- W4327644056 isParatext "false" @default.
- W4327644056 isRetracted "false" @default.
- W4327644056 workType "book-chapter" @default.