isanlp_rst_v3

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IsaNLP RST Parser v3

This repository hosts several versions of the IsaNLP RST Parser. For more details, visit the GitHub repository.

Supported languages (all): English (eng), Czech (ces), German (deu), Basque (eus), Persian (fas), French (fra), Dutch (nld), Brazilian Portuguese (por), Russian (rus), Spanish (spa), and Chinese (zho).

Performance

The following table summarizes the end-to-end performance metrics of different model versions across various corpora:

Usage

To use the IsaNLP RST Parser with Hugging Face, follow the library readme.

Citation

If you use the IsaNLP RST Parser in your research, please cite our work as follows:

• For versions gumrrg, rstdt, and rstreebank:

  @inproceedings{
   chistova-2024-bilingual,
   title = "Bilingual Rhetorical Structure Parsing with Large Parallel Annotations",
   author = "Chistova, Elena",
   booktitle = "Findings of the Association for Computational Linguistics ACL 2024",
   month = aug,
   year = "2024",
   address = "Bangkok, Thailand and virtual meeting",
   publisher = "Association for Computational Linguistics",
   url = "https://aclanthology.org/2024.findings-acl.577",
   pages = "9689--9706"
  }
  

• For unirst:

    @inproceedings{chistova-2025-bridging,
    title = "Bridging Discourse Treebanks with a Unified Rhetorical Structure Parser",
    author = "Chistova, Elena",
    booktitle = "Proceedings of the 6th Workshop on Computational Approaches to Discourse, Context and Document-Level Inferences (CODI 2025)",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.codi-1.17/",
    pages = "197--208"
   }