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The Knesset Corpus: An Annotated Corpus of Hebrew Parliamentary Proceedings

arXiv 2405.18115 ↗First posted 28 May 2024cs.CLcited by 4

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Abstract (arXiv)

We present the Knesset Corpus, a corpus of Hebrew parliamentary proceedings containing over 30 million sentences (over 384 million tokens) from all the (plenary and committee) protocols held in the Israeli parliament between 1998 and 2022. Sentences are annotated with morpho-syntactic information and are associated with detailed meta-information reflecting demographic and political properties of the speakers, based on a large database of parliament members and factions that we compiled. We discuss the structure and composition of the corpus and the various processing steps we applied to it. To demonstrate the utility of this novel dataset we present two use cases. We show that the corpus can be used to examine historical developments in the style of political discussions by showing a reduction in lexical richness in the proceedings over time. We also investigate some differences between the styles of men and women speakers. These use cases exemplify the potential of the corpus to shed light on important trends in the Israeli society, supporting research in linguistics, political science, communication, law, etc.

Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). Builds on 11 of its 73 references that are in the map. First posted on arXiv 28 May 2024.

Builds on

11 of 73 references.

References · 11

  1. 2020Stanza: A Python Natural Language Processing Toolkit for Many Human Languagescited by 719
  2. 2021Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processingcited by 68
  3. 2017Scattertext: a Browser-Based Tool for Visualizing how Corpora Differcited by 22
  4. 2023DictaBERT: A State-of-the-Art BERT Suite for Modern Hebrewcited by 17
  5. 2019Topics to Avoid: Demoting Latent Confounds in Text Classificationcited by 14
  6. 2022A Second Wave of UD Hebrew Treebanking and Cross-Domain Parsingcited by 10
  7. 2022The Norwegian Parliamentary Speech Corpuscited by 7
  8. 2019CodeSwitch-Reddit: Exploration of Written Multilingual Discourse in Online Discussion Forumscited by 3
  9. 2022German Parliamentary Corpus (GerParCor)cited by 3
  10. 2022Multilingual Sequence-to-Sequence Models for Hebrew NLPcited by 3
  11. 2024Do Pretrained Contextual Language Models Distinguish between Hebrew Homograph Analyses?cited by 1

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 1; 2025: 2; 2026: 1.

4 papers.