{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/code/make-inputs","entry":"make_inputs","source":"Syntology graph, per-sample; not an archive number","read_at":"2026-09-24T18:15:14+00:00","claim":"Names are grouped by exact entry-name string. Same-named routines are NOT asserted to be equivalent; 'ran' means executed on a synthesized fixture, not correctness. n_samples_ran = sum of by_status over every status except 'unverified' (ran_draft_wrong and ran_fixture are failures of Syntology's instrument, not of the code); n_papers_ran = papers with at least one such sample.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"},"n_papers":7,"n_papers_ran":4,"units":"n_samples, n_samples_ran, n_samples_fingerprinted and by_status count distinct code bodies (code_sha256); n_places and n_places_pointer_only count places, one per (paper, code body) pair, which is also the unit of the samples list","n_samples":5,"n_samples_ran":2,"n_samples_fingerprinted":0,"n_places":7,"n_places_pointer_only":5,"by_status":{"ran_honours":0,"ran_violates":0,"ran_draft_wrong":0,"ran_fixture":1,"ran":1,"unverified":3},"syntology":{"atlas_url":null,"mcp":null,"mcp_per_sample":{"tool":"get_code","arguments_in":"samples[].mcp_get_code"},"developers":"https://syntology.ai/developers"},"samples":[{"arxiv_id":"2603.03915","paper":"/paper/arxiv-2603-03915","title":"Rethinking Role-Playing Evaluation: Anonymous Benchmarking and A Systematic Study of Personality Effects","date":null,"month_inferred_from_arxiv_id":"2026-03","title_source":"syntology","repo":"MiuLab/RolePlayBench","path":"CharacterEval/get_response.py","file_url":"https://github.com/MiuLab/RolePlayBench/blob/HEAD/CharacterEval/get_response.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"1dd3d4585c3b2413","mcp_get_code":{"code_sha256":"1dd3d4585c3b2413"}},{"arxiv_id":"2411.18620","paper":"/paper/cross-modal-information-flow-in-multimodal","title":"Cross-modal Information Flow in Multimodal Large Language Models","date":"2024-11-27","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"FightingFighting/cross-modal-information-flow-in-MLLM","path":"utils.py","file_url":"https://github.com/FightingFighting/cross-modal-information-flow-in-MLLM/blob/HEAD/utils.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"MIT","inline_ok":true,"code_sha256_prefix":"efd2dff547322153","mcp_get_code":{"code_sha256":"efd2dff547322153"}},{"arxiv_id":"2405.18166","paper":"/paper/defending-large-language-models-against-2","title":"Defending Large Language Models Against Jailbreak Attacks via Layer-specific Editing","date":"2024-05-28","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"ledllm/ledllm","path":"utils/modelUtils.py","file_url":"https://github.com/ledllm/ledllm/blob/HEAD/utils/modelUtils.py","status":"ran","verification_level":1,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"96b3625b39d4a804","mcp_get_code":{"code_sha256":"96b3625b39d4a804"}},{"arxiv_id":"2404.03646","paper":"/paper/locating-and-editing-factual-associations-in","title":"Locating and Editing Factual Associations in Mamba","date":"2024-04-04","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"arnab-api/romba","path":"src/functional.py","file_url":"https://github.com/arnab-api/romba/blob/HEAD/src/functional.py","status":"ran","verification_level":1,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"96b3625b39d4a804","mcp_get_code":{"code_sha256":"96b3625b39d4a804"}},{"arxiv_id":"2312.07876","paper":"/paper/causality-analysis-for-evaluating-the","title":"Causality Analysis for Evaluating the Security of Large Language Models","date":"2023-12-13","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"casperllm/casper","path":"utils/modelUtils.py","file_url":"https://github.com/casperllm/casper/blob/HEAD/utils/modelUtils.py","status":"ran","verification_level":1,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"96b3625b39d4a804","mcp_get_code":{"code_sha256":"96b3625b39d4a804"}},{"arxiv_id":"2210.11750","paper":"/paper/generative-range-imaging-for-learning-scene","title":"Generative Range Imaging for Learning Scene Priors of 3D LiDAR Data","date":"2022-10-21","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"kazuto1011/dusty-gan-v2","path":"train_semseg.py","file_url":"https://github.com/kazuto1011/dusty-gan-v2/blob/HEAD/train_semseg.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"MIT","inline_ok":true,"code_sha256_prefix":"b29f16e99fdd37b3","mcp_get_code":{"code_sha256":"b29f16e99fdd37b3"}},{"arxiv_id":"2210.01571","paper":"/paper/vicregl-self-supervised-learning-of-local","title":"VICRegL: Self-Supervised Learning of Local Visual Features","date":"2022-10-04","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"facebookresearch/VICRegL","path":"main_vicregl.py","file_url":"https://github.com/facebookresearch/VICRegL/blob/HEAD/main_vicregl.py","status":"ran_fixture","verification_level":1,"contract_check":"RAISES","metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"NOASSERTION","inline_ok":false,"code_sha256_prefix":"62036ceee17bee5d","mcp_get_code":{"code_sha256":"62036ceee17bee5d"}}]}