README.md

Installation

• git clone
• cd nmtscore && pip install ".[prism]"
• Install fork of SacreRouge
  • git clone https://github.com/jvamvas/sacrerouge.git
  • pip install -r sacrerouge/requirements.txt
  • mv sacrerouge/sacrerouge sacrerouge_
  • rm -r sacrerouge
  • mv sacrerouge_ sacrerouge
• cd experiments && pip install -r requirements.txt

Paraphrase Identification

Prepare data

• python scripts/download_data.py

Main experiments (Table 1)

• python scripts/run_paraphrase_identification.py

Cross-lingual PAWS-X (Table 2)

• python scripts/run_crosslingual_pawsx.py

Correlation analysis (Table 3)

• python scripts/run_correlation_analysis.py

Normalization ablation (Table 4)

• python scripts/run_normalization_ablation.py

Inference time (Appendix A)

• python scripts/inference_time.py

M2M100 models (Appendix E)

• python scripts/run_m2m100.py
• python scripts/run_m2m100_crosslingual.py

Data-to-text

RDF-to-text (Figure 3)

• python scripts/run_rdf_to_text.py <en/ru> <system_level/global>

AMR-to-text (Figure 4)

• python scripts/run_amr_to_text.py