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A Fine-Grained Sentiment Dataset for Norwegian

arXiv 1911.12722 ↗First posted 28 Nov 2019cs.CLcited by 23

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Abstract (arXiv)

We introduce NoReC_fine, a dataset for fine-grained sentiment analysis in Norwegian, annotated with respect to polar expressions, targets and holders of opinion. The underlying texts are taken from a corpus of professionally authored reviews from multiple news-sources and across a wide variety of domains, including literature, games, music, products, movies and more. We here present a detailed description of this annotation effort. We provide an overview of the developed annotation guidelines, illustrated with examples, and present an analysis of inter-annotator agreement. We also report the first experimental results on the dataset, intended as a preliminary benchmark for further experiments.

Key facts. Cited by 23 papers in the map (data through 13 Oct 2026). First posted on arXiv 28 Nov 2019.

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Citing papers per year: 2021: 6; 2022: 5; 2023: 5; 2024: 4; 2025: 3.

23 papers.

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  1. 2021Structured Sentiment Analysis as Dependency Graph Parsingcited by 28
  2. 2021Operationalizing a National Digital Library: The Case for a Norwegian Transformer Modelcited by 23
  3. 2023NorBench -- A Benchmark for Norwegian Language Modelscited by 23
  4. 2022Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysiscited by 22
  5. 2021Large-Scale Contextualised Language Modelling for Norwegiancited by 21
  6. 2021skweak: Weak Supervision Made Easy for NLPcited by 17
  7. 2024The Impact of Copyrighted Material on Large Language Models: A Norwegian Perspectivecited by 8
  8. 2025NorEval: A Norwegian Language Understanding and Generation Evaluation Benchmarkcited by 7
  9. 2021Sparse Fuzzy Attention for Structured Sentiment Analysiscited by 5
  10. 2023Entity-Level Sentiment Analysis (ELSA): An exploratory task surveycited by 5
  11. 2024It's Difficult to be Neutral -- Human and LLM-based Sentiment Annotation of Patient Commentscited by 4
  12. 2021The emojification of sentiment on social media: Collection and analysis of a longitudinal Twitter sentiment datasetcited by 2
11 more
  1. 2022Direct parsing to sentiment graphscited by 2
  2. 2023BRENT: Bidirectional Retrieval Enhanced Norwegian Transformercited by 2
  3. 2022ETMS@IITKGP at SemEval-2022 Task 10: Structured Sentiment Analysis Using A Generative Approachcited by 1
  4. 2023Structured Sentiment Analysis as Transition-based Dependency Graph Parsingcited by 1
  5. 2024Entity-Level Sentiment: More than the Sum of Its Partscited by 1
  6. 2024Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsingcited by 1
  7. 2025Mixed Feelings: Cross-Domain Sentiment Classification of Patient Feedbackcited by 1
  8. 2022LySACoru~na at SemEval-2022 Task 10: Repurposing Off-the-Shelf Tools for Sentiment Analysis as Semantic Dependency Parsingcited by 0
  9. 2022A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysiscited by 0
  10. 2023Aligning the Norwegian UD Treebank with Entity and Coreference Informationcited by 0
  11. 2025Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extractioncited by 0