{"url":"/sota/conditional-text-generation-on-lipogram-e","task":{"name":"Conditional Text Generation","url":"/task/conditional-text-generation","note":null},"dataset":{"name":"Lipogram-e","url":"/dataset/lipogram-e"},"category":"Natural Language Processing","categories":["Natural Language Processing"],"category_note":null,"description":"The task of generating text according to some pre-specified conditioning (e.g. topic or sentiment or constraint)","description_from":"task","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","rank":"the archive's row order at snapshot; not re-ranked","rows_end_at":"2025-07-28","rows_withheld_as_spam":0,"metric_values":"the archive's strings, untouched"},"metrics":["Ignored Constraint Error Rate"],"metric_direction":{"note":"inferred from the metric name only (the archive records no direction); null = not inferred, chart draws points only","by_metric":{"Ignored Constraint Error Rate":"lower"}},"counts":{"rows":4,"rows_with_code":4,"rows_with_paper_page":4,"rows_dated":4,"rows_using_additional_data":0},"rows":[{"rank_in_archive_order":1,"model":"GPT-2-with-filter","metrics":{"Ignored Constraint Error Rate":"0%"},"uses_additional_data":false,"paper_date":"2023-06-28","paper":"/paper/most-language-models-can-be-poets-too-an-ai-1","paper_url":"https://arxiv.org/abs/2306.15926v1","paper_title":"Most Language Models can be Poets too: An AI Writing Assistant and Constrained Text Generation Studio","code":"https://github.com/hellisotherpeople/constrained-text-generation-studio","n_code_links":1,"syntology":{"n_ran":0,"n_unverified":1,"n_samples":1,"n_pointer_only_licence":0}},{"rank_in_archive_order":2,"model":"GPT-2-fine-tuned-20-epochs","metrics":{"Ignored Constraint Error Rate":"0.3%"},"uses_additional_data":false,"paper_date":"2023-06-28","paper":"/paper/most-language-models-can-be-poets-too-an-ai-1","paper_url":"https://arxiv.org/abs/2306.15926v1","paper_title":"Most Language Models can be Poets too: An AI Writing Assistant and Constrained Text Generation Studio","code":"https://github.com/hellisotherpeople/constrained-text-generation-studio","n_code_links":1,"syntology":{"n_ran":0,"n_unverified":1,"n_samples":1,"n_pointer_only_licence":0}},{"rank_in_archive_order":3,"model":"GPT-2-fine-tuned-5-epochs","metrics":{"Ignored Constraint Error Rate":"0.5%"},"uses_additional_data":false,"paper_date":"2023-06-28","paper":"/paper/most-language-models-can-be-poets-too-an-ai-1","paper_url":"https://arxiv.org/abs/2306.15926v1","paper_title":"Most Language Models can be Poets too: An AI Writing Assistant and Constrained Text Generation Studio","code":"https://github.com/hellisotherpeople/constrained-text-generation-studio","n_code_links":1,"syntology":{"n_ran":0,"n_unverified":1,"n_samples":1,"n_pointer_only_licence":0}},{"rank_in_archive_order":4,"model":"GPT-2-no-fine-tuning","metrics":{"Ignored Constraint Error Rate":"28.2%"},"uses_additional_data":false,"paper_date":"2023-06-28","paper":"/paper/most-language-models-can-be-poets-too-an-ai-1","paper_url":"https://arxiv.org/abs/2306.15926v1","paper_title":"Most Language Models can be Poets too: An AI Writing Assistant and Constrained Text Generation Studio","code":"https://github.com/hellisotherpeople/constrained-text-generation-studio","n_code_links":1,"syntology":{"n_ran":0,"n_unverified":1,"n_samples":1,"n_pointer_only_licence":0}}],"since_archive":{"present":false,"note":"No Syntology-extracted rows are published in this build."},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per row: N of M harvested code samples from that row's paper executed on a synthesized fixture; the other M-N are unverified. Not a reproduction of the row's number; not a correctness claim. n_pointer_only_licence counts samples the site points at rather than redistributes (a licence axis, independent of ran/unverified).","rows_with_graph_line":4,"rows_with_any_sample_ran":0,"distinct_papers_with_graph_line":1,"distinct_papers_with_any_sample_ran":0,"samples_over_distinct_papers":{"n_ran":0,"n_unverified":1,"n_samples":1,"n_pointer_only_licence":0,"note":"each paper (arXiv id) counted once, however many rows it is behind; this is the page-level figure"},"samples_row_weighted":{"n_ran":0,"n_unverified":4,"n_samples":4,"n_pointer_only_licence":0,"note":"row-weighted: a paper behind several rows is counted once per row; inflated relative to samples_over_distinct_papers by design, kept for readers summing the per-row syntology blocks"}}}