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Makefile
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all: outputs/xsum_reference__report.csv \
outputs/xsum_pegasus__report.csv \
outputs/cnn_reference__report.csv \
outputs/cnn_pegasus__report.csv \
outputs/xsum_reference__corr.pdf \
outputs/xsum_pegasus__corr.pdf \
outputs/cnn_reference__corr.pdf \
outputs/cnn_pegasus__corr.pdf \
outputs/dataset_stats.csv \
outputs/xsum_sourcesentsumm__1__table.csv \
outputs/xsum_sourcesentsumm__2__table.csv \
outputs/cnn_sourcesentsumm__1__table.csv \
outputs/cnn_sourcesentsumm__2__table.csv \
outputs/xsum_reference__examples.csv \
outputs/xsum_pegasus__examples.csv \
outputs/cnn_reference__examples.csv \
outputs/cnn_pegasus__examples.csv \
outputs/main_table.tex
# Examples analysis
outputs/xsum_reference__examples.csv: outputs/xsum_reference__rouge1.json outputs/xsum_reference__bertscore.json outputs/xsum_reference__lexrank.json outputs/xsum_reference__perplexity.json
python scripts/analyze_examples.py --input xsum_reference
outputs/xsum_pegasus__examples.csv: outputs/xsum_pegasus__rouge1.json outputs/xsum_pegasus__bertscore.json outputs/xsum_pegasus__lexrank.json outputs/xsum_pegasus__perplexity.json outputs/xsum_pegasus__attention.json
python scripts/analyze_examples.py --input xsum_pegasus
outputs/cnn_reference__examples.csv: outputs/cnn_reference__rouge1.json outputs/cnn_reference__bertscore.json outputs/cnn_reference__lexrank.json outputs/cnn_reference__perplexity.json
python scripts/analyze_examples.py --input cnn_reference
outputs/cnn_pegasus__examples.csv: outputs/cnn_pegasus__rouge1.json outputs/cnn_pegasus__bertscore.json outputs/cnn_pegasus__lexrank.json outputs/cnn_pegasus__perplexity.json outputs/cnn_pegasus__attention.json
python scripts/analyze_examples.py --input cnn_pegasus
# Source sentence summarization experiments
## Aggregate
outputs/xsum_sourcesentsumm__1__table.csv: outputs/xsum_sourcesentsumm__lexrank__1__pred.csv outputs/xsum_sourcesentsumm__pegasus__1__pred.csv outputs/xsum_sourcesentsumm__bart__1__pred.csv
python scripts/aggregate_sourcesent.py --dataset xsum --label_threshold 1
outputs/xsum_sourcesentsumm__2__table.csv: outputs/xsum_sourcesentsumm__lexrank__2__pred.csv outputs/xsum_sourcesentsumm__pegasus__2__pred.csv outputs/xsum_sourcesentsumm__bart__2__pred.csv
python scripts/aggregate_sourcesent.py --dataset xsum --label_threshold 2
outputs/cnn_sourcesentsumm__1__table.csv: outputs/cnn_sourcesentsumm__lexrank__1__pred.csv outputs/cnn_sourcesentsumm__pegasus__1__pred.csv outputs/cnn_sourcesentsumm__bart__1__pred.csv
python scripts/aggregate_sourcesent.py --dataset cnn --label_threshold 1
outputs/cnn_sourcesentsumm__2__table.csv: outputs/cnn_sourcesentsumm__lexrank__2__pred.csv outputs/cnn_sourcesentsumm__pegasus__2__pred.csv outputs/cnn_sourcesentsumm__bart__2__pred.csv
python scripts/aggregate_sourcesent.py --dataset cnn --label_threshold 2
## Xsum
outputs/xsum_sourcesentsumm__lexrank__1__pred.csv: data/xsum_reference.json
python scripts/summarize_sourcesent_xsum.py --method lexrank --label_threshold 1
outputs/xsum_sourcesentsumm__pegasus__1__pred.csv: data/xsum_reference.json
python scripts/summarize_sourcesent_xsum.py --method pegasus --label_threshold 1
outputs/xsum_sourcesentsumm__bart__1__pred.csv: data/xsum_reference.json
python scripts/summarize_sourcesent_xsum.py --method bart --label_threshold 1
outputs/xsum_sourcesentsumm__lexrank__2__pred.csv: data/xsum_reference.json
python scripts/summarize_sourcesent_xsum.py --method lexrank --label_threshold 2
outputs/xsum_sourcesentsumm__pegasus__2__pred.csv: data/xsum_reference.json
python scripts/summarize_sourcesent_xsum.py --method pegasus --label_threshold 2
outputs/xsum_sourcesentsumm__bart__2__pred.csv: data/xsum_reference.json
python scripts/summarize_sourcesent_xsum.py --method bart --label_threshold 2
## CNN
outputs/cnn_sourcesentsumm__lexrank__1__pred.csv: data/cnn_reference.json
python scripts/summarize_sourcesent_cnn.py --method lexrank --label_threshold 1
outputs/cnn_sourcesentsumm__pegasus__1__pred.csv: data/cnn_reference.json
python scripts/summarize_sourcesent_cnn.py --method pegasus --label_threshold 1
outputs/cnn_sourcesentsumm__bart__1__pred.csv: data/cnn_reference.json
python scripts/summarize_sourcesent_cnn.py --method bart --label_threshold 1
outputs/cnn_sourcesentsumm__lexrank__2__pred.csv: data/cnn_reference.json
python scripts/summarize_sourcesent_cnn.py --method lexrank --label_threshold 2
outputs/cnn_sourcesentsumm__pegasus__2__pred.csv: data/cnn_reference.json
python scripts/summarize_sourcesent_cnn.py --method pegasus --label_threshold 2
outputs/cnn_sourcesentsumm__bart__2__pred.csv: data/cnn_reference.json
python scripts/summarize_sourcesent_cnn.py --method bart --label_threshold 2
# Dataset stats
outputs/dataset_stats.csv: data/cnn_pegasus.json data/cnn_reference.json data/xsum_pegasus.json data/xsum_reference.json
python scripts/calculate_dataset_stats.py
# Correlation
outputs/xsum_reference__corr.pdf: outputs/xsum_reference__rouge1.json outputs/xsum_reference__bertscore.json outputs/xsum_reference__lexrank.json outputs/xsum_reference__perplexity.json outputs/xsum_reference__simcse.json outputs/xsum_reference__gptpmi.json outputs/xsum_reference__text-davinci-003.json
python scripts/calculate_correlation.py --input xsum_reference
outputs/xsum_pegasus__corr.pdf: outputs/xsum_pegasus__rouge1.json outputs/xsum_pegasus__bertscore.json outputs/xsum_pegasus__lexrank.json outputs/xsum_pegasus__perplexity.json outputs/xsum_pegasus__attention.json outputs/xsum_pegasus__simcse.json outputs/xsum_pegasus__gptpmi.json outputs/xsum_pegasus__text-davinci-003.json
python scripts/calculate_correlation.py --input xsum_pegasus
outputs/cnn_reference__corr.pdf: outputs/cnn_reference__rouge1.json outputs/cnn_reference__bertscore.json outputs/cnn_reference__lexrank.json outputs/cnn_reference__perplexity.json outputs/cnn_reference__simcse.json outputs/cnn_reference__gptpmi.json outputs/cnn_reference__text-davinci-003.json
python scripts/calculate_correlation.py --input cnn_reference
outputs/cnn_pegasus__corr.pdf: outputs/cnn_pegasus__rouge1.json outputs/cnn_pegasus__bertscore.json outputs/cnn_pegasus__lexrank.json outputs/cnn_pegasus__perplexity.json outputs/cnn_pegasus__attention.json outputs/cnn_pegasus__simcse.json outputs/cnn_pegasus__gptpmi.json outputs/cnn_pegasus__text-davinci-003.json
python scripts/calculate_correlation.py --input cnn_pegasus
# Report
outputs/main_table.tex: outputs/main_table.csv
python scripts/csv2latex.py --num_header 2 --input outputs/main_table.csv > outputs/main_table.tex
outputs/main_table.csv: outputs/xsum_reference__report.csv outputs/xsum_pegasus__report.csv outputs/cnn_reference__report.csv outputs/cnn_pegasus__report.csv
python scripts/create_table.py --output outputs/main_table.csv
outputs/xsum_reference__report.csv: outputs/xsum_reference__rouge1__eval.csv outputs/xsum_reference__bertscore__eval.csv outputs/xsum_reference__lexrank__eval.csv outputs/xsum_reference__perplexity__eval.csv outputs/xsum_reference__simcse__eval.csv outputs/xsum_reference__gptpmi__eval.csv outputs/xsum_reference__text-davinci-003__eval.csv
python scripts/create_report.py --input xsum_reference
outputs/xsum_pegasus__report.csv: outputs/xsum_pegasus__rouge1__eval.csv outputs/xsum_pegasus__bertscore__eval.csv outputs/xsum_pegasus__lexrank__eval.csv outputs/xsum_pegasus__perplexity__eval.csv outputs/xsum_pegasus__attention__eval.csv outputs/xsum_pegasus__simcse__eval.csv outputs/xsum_pegasus__gptpmi__eval.csv outputs/xsum_pegasus__text-davinci-003__eval.csv
python scripts/create_report.py --input xsum_pegasus
outputs/cnn_reference__report.csv: outputs/cnn_reference__rouge1__eval.csv outputs/cnn_reference__bertscore__eval.csv outputs/cnn_reference__lexrank__eval.csv outputs/cnn_reference__perplexity__eval.csv outputs/cnn_reference__simcse__eval.csv outputs/cnn_reference__gptpmi__eval.csv outputs/cnn_reference__text-davinci-003__eval.csv
python scripts/create_report.py --input cnn_reference
outputs/cnn_pegasus__report.csv: outputs/cnn_pegasus__rouge1__eval.csv outputs/cnn_pegasus__bertscore__eval.csv outputs/cnn_pegasus__lexrank__eval.csv outputs/cnn_pegasus__perplexity__eval.csv outputs/cnn_pegasus__attention__eval.csv outputs/cnn_pegasus__simcse__eval.csv outputs/cnn_pegasus__gptpmi__eval.csv outputs/cnn_pegasus__text-davinci-003__eval.csv
python scripts/create_report.py --input cnn_pegasus
# Evaluation
## XSum
### Reference
outputs/xsum_reference__rouge1__eval.csv: outputs/xsum_reference__rouge1.json
python scripts/evaluate.py --input outputs/xsum_reference__rouge1.json --method rouge1
outputs/xsum_reference__bertscore__eval.csv: outputs/xsum_reference__bertscore.json
python scripts/evaluate.py --input outputs/xsum_reference__bertscore.json --method bertscore
outputs/xsum_reference__lexrank__eval.csv: outputs/xsum_reference__lexrank.json
python scripts/evaluate.py --input outputs/xsum_reference__lexrank.json --method lexrank
outputs/xsum_reference__perplexity__eval.csv: outputs/xsum_reference__perplexity.json
python scripts/evaluate.py --input outputs/xsum_reference__perplexity.json --method perplexity
outputs/xsum_reference__simcse__eval.csv: outputs/xsum_reference__simcse.json
python scripts/evaluate.py --input outputs/xsum_reference__simcse.json --method simcse
outputs/xsum_reference__gptpmi__eval.csv: outputs/xsum_reference__gptpmi.json
python scripts/evaluate.py --input outputs/xsum_reference__gptpmi.json --method gptpmi
outputs/xsum_reference__text-davinci-003__eval.csv: outputs/xsum_reference__text-davinci-003.json
python scripts/evaluate.py --input outputs/xsum_reference__text-davinci-003.json --method text-davinci-003
### PEGASUS
outputs/xsum_pegasus__rouge1__eval.csv: outputs/xsum_pegasus__rouge1.json
python scripts/evaluate.py --input outputs/xsum_pegasus__rouge1.json --method rouge1
outputs/xsum_pegasus__bertscore__eval.csv: outputs/xsum_pegasus__bertscore.json
python scripts/evaluate.py --input outputs/xsum_pegasus__bertscore.json --method bertscore
outputs/xsum_pegasus__lexrank__eval.csv: outputs/xsum_pegasus__lexrank.json
python scripts/evaluate.py --input outputs/xsum_pegasus__lexrank.json --method lexrank
outputs/xsum_pegasus__perplexity__eval.csv: outputs/xsum_pegasus__perplexity.json
python scripts/evaluate.py --input outputs/xsum_pegasus__perplexity.json --method perplexity
outputs/xsum_pegasus__attention__eval.csv: outputs/xsum_pegasus__attention.json
python scripts/evaluate.py --input outputs/xsum_pegasus__attention.json --method attention
outputs/xsum_pegasus__simcse__eval.csv: outputs/xsum_pegasus__simcse.json
python scripts/evaluate.py --input outputs/xsum_pegasus__simcse.json --method simcse
outputs/xsum_pegasus__gptpmi__eval.csv: outputs/xsum_pegasus__gptpmi.json
python scripts/evaluate.py --input outputs/xsum_pegasus__gptpmi.json --method gptpmi
outputs/xsum_pegasus__text-davinci-003__eval.csv: outputs/xsum_pegasus__text-davinci-003.json
python scripts/evaluate.py --input outputs/xsum_pegasus__text-davinci-003.json --method text-davinci-003
## CNN/DM
### Reference
outputs/cnn_reference__rouge1__eval.csv: outputs/cnn_reference__rouge1.json
python scripts/evaluate.py --input outputs/cnn_reference__rouge1.json --method rouge1
outputs/cnn_reference__bertscore__eval.csv: outputs/cnn_reference__bertscore.json
python scripts/evaluate.py --input outputs/cnn_reference__bertscore.json --method bertscore
outputs/cnn_reference__lexrank__eval.csv: outputs/cnn_reference__lexrank.json
python scripts/evaluate.py --input outputs/cnn_reference__lexrank.json --method lexrank
outputs/cnn_reference__perplexity__eval.csv: outputs/cnn_reference__perplexity.json
python scripts/evaluate.py --input outputs/cnn_reference__perplexity.json --method perplexity
outputs/cnn_reference__simcse__eval.csv: outputs/cnn_reference__simcse.json
python scripts/evaluate.py --input outputs/cnn_reference__simcse.json --method simcse
outputs/cnn_reference__gptpmi__eval.csv: outputs/cnn_reference__gptpmi.json
python scripts/evaluate.py --input outputs/cnn_reference__gptpmi.json --method gptpmi
outputs/cnn_reference__text-davinci-003__eval.csv: outputs/cnn_reference__text-davinci-003.json
python scripts/evaluate.py --input outputs/cnn_reference__text-davinci-003.json --method text-davinci-003
### PEGASUS
outputs/cnn_pegasus__rouge1__eval.csv: outputs/cnn_pegasus__rouge1.json
python scripts/evaluate.py --input outputs/cnn_pegasus__rouge1.json --method rouge1
outputs/cnn_pegasus__bertscore__eval.csv: outputs/cnn_pegasus__bertscore.json
python scripts/evaluate.py --input outputs/cnn_pegasus__bertscore.json --method bertscore
outputs/cnn_pegasus__lexrank__eval.csv: outputs/cnn_pegasus__lexrank.json
python scripts/evaluate.py --input outputs/cnn_pegasus__lexrank.json --method lexrank
outputs/cnn_pegasus__perplexity__eval.csv: outputs/cnn_pegasus__perplexity.json
python scripts/evaluate.py --input outputs/cnn_pegasus__perplexity.json --method perplexity
outputs/cnn_pegasus__attention__eval.csv: outputs/cnn_pegasus__attention.json
python scripts/evaluate.py --input outputs/cnn_pegasus__attention.json --method attention
outputs/cnn_pegasus__simcse__eval.csv: outputs/cnn_pegasus__simcse.json
python scripts/evaluate.py --input outputs/cnn_pegasus__simcse.json --method simcse
outputs/cnn_pegasus__gptpmi__eval.csv: outputs/cnn_pegasus__gptpmi.json
python scripts/evaluate.py --input outputs/cnn_pegasus__gptpmi.json --method gptpmi
outputs/cnn_pegasus__text-davinci-003__eval.csv: outputs/cnn_pegasus__text-davinci-003.json
python scripts/evaluate.py --input outputs/cnn_pegasus__text-davinci-003.json --method text-davinci-003
# Prediction
## XSUM
### Reference
outputs/xsum_reference__rouge1.json:
python scripts/evaluate_xsum.py --input data/xsum_reference.json --method rouge1
outputs/xsum_reference__bertscore.json:
python scripts/evaluate_xsum.py --input data/xsum_reference.json --method bertscore
outputs/xsum_reference__lexrank.json:
python scripts/evaluate_xsum.py --input data/xsum_reference.json --method lexrank
outputs/xsum_reference__perplexity.json:
python scripts/evaluate_xsum.py --input data/xsum_reference.json --method perplexity
outputs/xsum_reference__simcse.json:
python scripts/evaluate_xsum.py --input data/xsum_reference.json --method simcse
outputs/xsum_reference__gptpmi.json:
python scripts/evaluate_xsum.py --input data/xsum_reference.json --method gptpmi
outputs/xsum_reference__text-davinci-003.json:
python scripts/evaluate_gpt_xsum.py --input data/xsum_reference.json --method text-davinci-003
### Pegasus
outputs/xsum_pegasus__rouge1.json:
python scripts/evaluate_xsum.py --input data/xsum_pegasus.json --method rouge1
outputs/xsum_pegasus__bertscore.json:
python scripts/evaluate_xsum.py --input data/xsum_pegasus.json --method bertscore
outputs/xsum_pegasus__lexrank.json:
python scripts/evaluate_xsum.py --input data/xsum_pegasus.json --method lexrank
outputs/xsum_pegasus__perplexity.json:
python scripts/evaluate_xsum.py --input data/xsum_pegasus.json --method perplexity
outputs/xsum_pegasus__attention.json:
python scripts/evaluate_xsum.py --input data/xsum_pegasus.json --method attention
outputs/xsum_pegasus__simcse.json:
python scripts/evaluate_xsum.py --input data/xsum_pegasus.json --method simcse
outputs/xsum_pegasus__gptpmi.json:
python scripts/evaluate_xsum.py --input data/xsum_pegasus.json --method gptpmi
outputs/xsum_pegasus__text-davinci-003.json:
python scripts/evaluate_gpt_xsum.py --input data/xsum_pegasus.json --method text-davinci-003
## CNN/DM
### Reference
outputs/cnn_reference__rouge1.json:
python scripts/evaluate_cnn.py --input data/cnn_reference.json --method rouge1
outputs/cnn_reference__bertscore.json:
python scripts/evaluate_cnn.py --input data/cnn_reference.json --method bertscore
outputs/cnn_reference__lexrank.json:
python scripts/evaluate_cnn.py --input data/cnn_reference.json --method lexrank
outputs/cnn_reference__perplexity.json:
python scripts/evaluate_cnn.py --input data/cnn_reference.json --method perplexity
outputs/cnn_reference__simcse.json:
python scripts/evaluate_cnn.py --input data/cnn_reference.json --method simcse
outputs/cnn_reference__gptpmi.json:
python scripts/evaluate_cnn.py --input data/cnn_reference.json --method gptpmi
outputs/cnn_reference__text-davinci-003.json:
python scripts/evaluate_gpt_cnn.py --input data/cnn_reference.json --method text-davinci-003
### Pegasus
outputs/cnn_pegasus__rouge1.json:
python scripts/evaluate_cnn.py --input data/cnn_pegasus.json --method rouge1
outputs/cnn_pegasus__bertscore.json:
python scripts/evaluate_cnn.py --input data/cnn_pegasus.json --method bertscore
outputs/cnn_pegasus__lexrank.json:
python scripts/evaluate_cnn.py --input data/cnn_pegasus.json --method lexrank
outputs/cnn_pegasus__perplexity.json:
python scripts/evaluate_cnn.py --input data/cnn_pegasus.json --method perplexity
outputs/cnn_pegasus__attention.json:
python scripts/evaluate_cnn.py --input data/cnn_pegasus.json --method attention
outputs/cnn_pegasus__simcse.json:
python scripts/evaluate_cnn.py --input data/cnn_pegasus.json --method simcse
outputs/cnn_pegasus__gptpmi.json:
python scripts/evaluate_cnn.py --input data/cnn_pegasus.json --method gptpmi
outputs/cnn_pegasus__text-davinci-003.json:
python scripts/evaluate_gpt_cnn.py --input data/cnn_pegasus.json --method text-davinci-003