Matches in SemOpenAlex for { <https://semopenalex.org/work/W2772753522> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W2772753522 abstract "This paper aims at an aspect sentiment model for aspect-based sentiment analysis (ABSA) focused on micro reviews. This task is important in order to understand short reviews majority of the users write, while existing topic models are targeted for expert-level long reviews with sufficient co-occurrence patterns to observe. Current methods on aggregating micro reviews using metadata information may not be effective as well due to metadata absence, topical heterogeneity, and cold start problems. To this end, we propose a model called Micro Aspect Sentiment Model (MicroASM). MicroASM is based on the observation that short reviews 1) are viewed with sentiment-aspect word pairs as building blocks of information, and 2) can be clustered into larger reviews. When compared to the current state-of-the-art aspect sentiment models, experiments show that our model provides better performance on aspect-level tasks such as aspect term extraction and document-level tasks such as sentiment classification." @default.
- W2772753522 created "2017-12-22" @default.
- W2772753522 creator A5009993083 @default.
- W2772753522 creator A5024873601 @default.
- W2772753522 date "2018-06-14" @default.
- W2772753522 modified "2023-10-17" @default.
- W2772753522 title "Aspect Sentiment Model for Micro Reviews" @default.
- W2772753522 cites W1714665356 @default.
- W2772753522 cites W1880262756 @default.
- W2772753522 cites W2004192095 @default.
- W2772753522 cites W2005110322 @default.
- W2772753522 cites W2063904635 @default.
- W2772753522 cites W2108420397 @default.
- W2772753522 cites W2160660844 @default.
- W2772753522 cites W2161672051 @default.
- W2772753522 cites W2168625136 @default.
- W2772753522 cites W2310041076 @default.
- W2772753522 cites W2340855322 @default.
- W2772753522 cites W2413287953 @default.
- W2772753522 cites W2516537890 @default.
- W2772753522 cites W2518806256 @default.
- W2772753522 cites W2560103719 @default.
- W2772753522 cites W2579048732 @default.
- W2772753522 cites W2585104877 @default.
- W2772753522 doi "https://doi.org/10.48550/arxiv.1806.05499" @default.
- W2772753522 hasPublicationYear "2018" @default.
- W2772753522 type Work @default.
- W2772753522 sameAs 2772753522 @default.
- W2772753522 citedByCount "0" @default.
- W2772753522 crossrefType "posted-content" @default.
- W2772753522 hasAuthorship W2772753522A5009993083 @default.
- W2772753522 hasAuthorship W2772753522A5024873601 @default.
- W2772753522 hasBestOaLocation W27727535221 @default.
- W2772753522 hasConcept C127413603 @default.
- W2772753522 hasConcept C136764020 @default.
- W2772753522 hasConcept C138885662 @default.
- W2772753522 hasConcept C154945302 @default.
- W2772753522 hasConcept C201995342 @default.
- W2772753522 hasConcept C23123220 @default.
- W2772753522 hasConcept C2522767166 @default.
- W2772753522 hasConcept C2780451532 @default.
- W2772753522 hasConcept C41008148 @default.
- W2772753522 hasConcept C41895202 @default.
- W2772753522 hasConcept C66402592 @default.
- W2772753522 hasConcept C90805587 @default.
- W2772753522 hasConcept C93518851 @default.
- W2772753522 hasConceptScore W2772753522C127413603 @default.
- W2772753522 hasConceptScore W2772753522C136764020 @default.
- W2772753522 hasConceptScore W2772753522C138885662 @default.
- W2772753522 hasConceptScore W2772753522C154945302 @default.
- W2772753522 hasConceptScore W2772753522C201995342 @default.
- W2772753522 hasConceptScore W2772753522C23123220 @default.
- W2772753522 hasConceptScore W2772753522C2522767166 @default.
- W2772753522 hasConceptScore W2772753522C2780451532 @default.
- W2772753522 hasConceptScore W2772753522C41008148 @default.
- W2772753522 hasConceptScore W2772753522C41895202 @default.
- W2772753522 hasConceptScore W2772753522C66402592 @default.
- W2772753522 hasConceptScore W2772753522C90805587 @default.
- W2772753522 hasConceptScore W2772753522C93518851 @default.
- W2772753522 hasLocation W27727535221 @default.
- W2772753522 hasOpenAccess W2772753522 @default.
- W2772753522 hasPrimaryLocation W27727535221 @default.
- W2772753522 hasRelatedWork W1509467138 @default.
- W2772753522 hasRelatedWork W1556178152 @default.
- W2772753522 hasRelatedWork W165252003 @default.
- W2772753522 hasRelatedWork W1965294778 @default.
- W2772753522 hasRelatedWork W2076264610 @default.
- W2772753522 hasRelatedWork W2146043838 @default.
- W2772753522 hasRelatedWork W2172869578 @default.
- W2772753522 hasRelatedWork W2361349944 @default.
- W2772753522 hasRelatedWork W2805180890 @default.
- W2772753522 hasRelatedWork W2186665306 @default.
- W2772753522 isParatext "false" @default.
- W2772753522 isRetracted "false" @default.
- W2772753522 magId "2772753522" @default.
- W2772753522 workType "article" @default.