blockworld-repairs

Repository for the EMNLP'24 paper "Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models". Chiyah-Garcia et al. https://arxiv.org/abs/2409.14247

https://github.com/jchiyah/blockworld-repairs

Science Score: 57.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 1 DOI reference(s) in README
  • Academic publication links
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  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (4.8%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Repository for the EMNLP'24 paper "Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models". Chiyah-Garcia et al. https://arxiv.org/abs/2409.14247

Basic Info
  • Host: GitHub
  • Owner: JChiyah
  • Language: Python
  • Default Branch: main
  • Size: 67.4 KB
Statistics
  • Stars: 3
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed 10 months ago
Metadata Files
Readme Citation

README.md

BlockWorld-Repairs

Repository for the EMNLP'24 paper "Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models". Chiyah-Garcia et al. https://aclanthology.org/2024.emnlp-main.643/

Dataset and code coming soon! Work in progress...

Cite as:

@inproceedings{chiyah-garcia-etal-2024-repairs, title = "Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models", author = "Chiyah-Garcia, Javier and Suglia, Alessandro and Eshghi, Arash", editor = "Al-Onaizan, Yaser and Bansal, Mohit and Chen, Yun-Nung", booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing", series = "EMNLP'24", month = nov, year = "2024", address = "Miami, Florida, USA", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2024.emnlp-main.643/", doi = "10.18653/v1/2024.emnlp-main.643", pages = "11523--11542" }

See my website for more info: https://jchiyah.github.io

Owner

  • Name: Javier Chiyah-Garcia
  • Login: JChiyah
  • Kind: user
  • Location: Edinburgh

PhD candidate at HWU in HRI with Conversational AI

Citation (citation.bib)

@inproceedings{chiyah-garcia-etal-2024-repairs,
    title = "Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models",
    author = "Chiyah-Garcia, Javier  and
      Suglia, Alessandro  and
      Eshghi, Arash",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP'24)",
    month = nov,
    year = "Upcoming",
    publisher = "Association for Computational Linguistics",
}

GitHub Events

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  • Watch event: 3
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  • Watch event: 3
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Dependencies

bwr_requirements.txt pypi
  • colorlog *
  • datasets *
  • flask *
  • numpy *
  • opencv-python *
  • pydantic *
  • tabulate *
requirements.txt pypi
  • accelerate *
  • colorlog *
  • numpy *
  • pandas *
  • peft *
  • pydantic *
  • tabulate *
  • torch *
  • transformers *