--- title: [2404.13079] Relational Graph Convolutional Networks for... description: Relational Graph Convolutional Networks (RGCNs) are proposed for sentiment analysis, offering interpretability and flexibility in capturing dependencies... canonical: https://daily.dev/posts/2404-13079-relational-graph-convolutional-networks-for-sentiment-analysis-contuqrm5 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: [2404.13079] Relational Graph Convolutional Networks for Sentiment Analysis | daily.dev og:description: Relational Graph Convolutional Networks (RGCNs) are proposed for sentiment analysis, offering interpretability and flexibility in capturing dependencies... og:url: https://daily.dev/posts/2404-13079-relational-graph-convolutional-networks-for-sentiment-analysis-contuqrm5 og:image: https://api.daily.dev/og/posts/CoNTuqRM5.png og:image:alt: [2404.13079] Relational Graph Convolutional Networks for Sentiment Analysis og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # [2404.13079] Relational Graph Convolutional Networks for Sentiment Analysis **[Hacker News](https://daily.dev/sources/hn)** · 1 min read · 0 upvotes · 0 comments ## Summary Relational Graph Convolutional Networks (RGCNs) are proposed for sentiment analysis, offering interpretability and flexibility in capturing dependencies between data points represented as nodes in a graph. The effectiveness of RGCNs is demonstrated using pre-trained language models such as BERT and RoBERTa on product reviews from Amazon and Digikala datasets. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#nlp](https://daily.dev/tags/nlp), [#computer-science](https://daily.dev/tags/computer-science), [#sentiment-analysis](https://daily.dev/tags/sentiment-analysis) [View this post on daily.dev](https://daily.dev/posts/2404-13079-relational-graph-convolutional-networks-for-sentiment-analysis-contuqrm5) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"[2404.13079] Relational Graph Convolutional Networks for Sentiment Analysis","url":"https://daily.dev/posts/2404-13079-relational-graph-convolutional-networks-for-sentiment-analysis-contuqrm5","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/2404-13079-relational-graph-convolutional-networks-for-sentiment-analysis-contuqrm5"},"datePublished":"2024-04-27T02:26:34.951Z","dateModified":"2024-05-09T09:30:38.138Z","description":"Relational Graph Convolutional Networks (RGCNs) are proposed for sentiment analysis, offering interpretability and flexibility in capturing dependencies...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/1fed0de190485cbbb37a86fdf656d71b?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/1fed0de190485cbbb37a86fdf656d71b?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"Hacker News","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Hacker News","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/hn","url":"https://daily.dev/sources/hn"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/2404-13079-relational-graph-convolutional-networks-for-sentiment-analysis-contuqrm5","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"nlp,computer-science,sentiment-analysis","timeRequired":"PT1M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Hacker News","item":"https://daily.dev/sources/hn"},{"@type":"ListItem","position":3,"name":"[2404.13079] Relational Graph Convolutional Networks for Sentiment Analysis"}]} ```