mlsanityData to 14 Oct 2026

The Multilingual FrameNet Corpus

arXiv 2608.23037 ↗First posted 24 Aug 2026cs.CL cs.AIcited by 0

Not on the map. Why?

Abstract (arXiv)

This paper introduces the Multilingual FrameNet Corpus (mFNC), a novel resource that extends the English Berkeley FrameNet corpus by collecting and harmonizing existing language-specific corpora across nine additional languages: Brazilian Portuguese, Chinese, Dutch, French, German, Italian, Korean, Latvian and Swedish. By training models that rely on different architectures on the mFNC, we consistently outperform existing state-of-the-art Frame Semantic Parsers in both multilingual and cross-lingual settings, underscoring the importance of multilingual training data. The mFNC and our trained FSP models are openly available at https://github.com/beatrice-f/mFNC.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 20 of its 73 references that are in the map. First posted on arXiv 24 Aug 2026.

Builds on

20 of 73 references.

References · 20

  1. 2020mT5: A massively multilingual pre-trained text-to-text transformercited by 1,818
  2. 2021ByT5: Towards a token-free future with pre-trained byte-to-byte modelscited by 509
  3. 2023Language Model Tokenizers Introduce Unfairness Between Languagescited by 214
  4. 2021Toward a Perspectivist Turn in Ground Truthing for Predictive Computingcited by 130
  5. 2017Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffoldcited by 33
  6. 2021Metaphor Generation with Conceptual Mappingscited by 32
  7. 2022Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resourcescited by 25
  8. 2021LOME: Large Ontology Multilingual Extractioncited by 23
  9. 2023FrameBERT: Conceptual Metaphor Detection with Frame Embedding Learningcited by 18
  10. 2022Transforming Sequence Tagging Into A Seq2Seq Taskcited by 15
  11. 2020Open-Domain Frame Semantic Parsing Using Transformerscited by 12
  12. 2018Capturing Ambiguity in Crowdsourcing Frame Disambiguationcited by 8
8 more
  1. 2021A Graph-Based Neural Model for End-to-End Frame Semantic Parsingcited by 7
  2. 2022SOCIOFILLMORE: A Tool for Discovering Perspectivescited by 5
  3. 2024How ChatGPT Changed the Media's Narratives on AI: A Semi-Automated Narrative Analysis Through Frame Semanticscited by 5
  4. 2022Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structurescited by 4
  5. 2025Can LLMs Extract Frame-Semantic Arguments?cited by 3
  6. 2025Do LLMs Encode Frame Semantics? Evidence from Frame Identificationcited by 3
  7. 2026Not all ANIMALs are equal: metaphorical framing through source domains and semantic framescited by 2
  8. 2018Semantic Role Labeling for Knowledge Graph Extraction from Textcited by 1

Built on by

Not cited yet.