{"about":{"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.","site":"https://codewithpapers.app","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","syntology":{"site":"https://syntology.ai","developers":"https://syntology.ai/developers","mcp":{"server":"https://syntology.ai/mcp","transport":"streamable-http","server_card":"https://syntology.ai/.well-known/mcp/server-card.json","auth":{"type":"trial token, no account","trial_token":"https://syntology.ai/api/oauth/trial/token","method":"POST","docs":"https://syntology.ai/developers"}},"have":"https://syntology.ai/api/graph/have?x=<method, arXiv id or title> (free, answers coverage only)","paper_base":"https://syntology.ai/paper/","atlas_base":"https://app.syntology.ai/?focus="},"machine_readable":[{"url":"https://codewithpapers.app/llms.txt","what":"the machine catalog: every machine-readable file, counted"},{"url":"https://codewithpapers.app/index/manifest.json","what":"paper-to-code index by arXiv id, with Syntology's counts"},{"url":"https://codewithpapers.app/search/manifest.json","what":"site search index (titles, authors) and its files"},{"url":"https://codewithpapers.app/download","what":"bulk files: Syntology's layer, described there"},{"url":"https://codewithpapers.app/build_manifest.json","what":"the build record: inputs, counts, exclusions, probes"}]},"url":"/task/knowledge-editing/papers/ran/1","list_of":"/task/knowledge-editing","task":"knowledge editing","archive":{"snapshot":"2025-07-28"},"key_notes":{"n_ran_checked":"legacy name, kept unchanged so existing readers do not break: it counts the samples that ran with no instrument failure (honoured, violated, and ran with no contract checked); it does not mean a contract was checked, and the pages print it as 'K with no instrument failure', not 'K checked'","n_constructed":"a sub-count of the samples that ran, never subtracted from them and never a failure: an executed sample whose run returned an instance of its own class (fixture_out_type equals the entry name): the run built an object and did not compute a result (Syntology's RAN record, counts.constructed)"},"syntology_read_at":"2026-09-28T10:30:06+00:00","order":"ran","order_definition":"only papers where Syntology ran at least one harvested sample; date (newest first), ties by arXiv id","caption":"We ran code from the paper's repository; we did not run it on this task or check it against the task's benchmarks.","absence":"A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.","page":1,"pages_in_order":1,"rows_per_page":100,"rows":[1,45],"of":45,"counts":{"archive_papers_tagged":175,"with_a_code_link":88,"where_syntology_ran_a_sample":45,"not_listed_spam_title":0,"listed":175,"listed_where_code_ran":45,"where_syntology_ran_a_sample_split":{"with_a_run_with_no_instrument_failure":36,"every_run_a_failure_of_syntologys_instrument":9,"listed_with_a_run_with_no_instrument_failure":36,"listed_every_run_a_failure_of_syntologys_instrument":9,"filter":{"states":["a run with no instrument failure","any run, instrument failures included"],"default":"a run with no instrument failure","note":"on the 'only where code ran' pages the default hides, in the browser, the rows where every run was a failure of Syntology's instrument; the second state shows them again. Rows are hidden, never re-ordered; these twins list every row"}},"definition":"distinct papers the archive tags; 'where Syntology ran a sample' counts papers with at least one harvested sample that ran, which is not a correctness claim"},"first_page":"/task/knowledge-editing/papers/ran/1","prev":null,"next":null,"papers":[{"url":"/paper/uniedit-a-unified-knowledge-editing-benchmark","slug":"uniedit-a-unified-knowledge-editing-benchmark","title":"UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models","date":"2025-05-18","arxiv_id":"2505.12345","repositories_listed":0,"syntology":{"n":1,"n_ran":1,"n_constructed":0,"n_ran_checked":1,"n_instrument":0,"n_unverified":0,"n_honours":0,"n_violates":1,"n_no_contract":0,"n_pointer_only":0,"phrase":"1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/uniedit-a-unified-knowledge-editing-benchmark#ran","syntology_url":"https://syntology.ai/paper/2505.12345","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2505.12345"}},"official":null}},{"url":"/paper/can-we-edit-llms-for-long-tail-biomedical","slug":"can-we-edit-llms-for-long-tail-biomedical","title":"Can We Edit LLMs for Long-Tail Biomedical Knowledge?","date":"2025-04-14","arxiv_id":"2504.10421","repositories_listed":1,"syntology":{"n":3,"n_ran":3,"n_constructed":0,"n_ran_checked":1,"n_instrument":2,"n_unverified":0,"n_honours":1,"n_violates":0,"n_no_contract":0,"n_pointer_only":3,"phrase":"3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/can-we-edit-llms-for-long-tail-biomedical#ran","syntology_url":"https://syntology.ai/paper/2504.10421","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2504.10421"}},"official":{"repos":["xinhaoyi/edit_bio_long_tail"],"state":"official (archive's flag): 3 ran","n_ran":3,"n_constructed":0,"n_ran_no_instrument_failure":1,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/cake-circuit-aware-editing-enables","slug":"cake-circuit-aware-editing-enables","title":"CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners","date":"2025-03-20","arxiv_id":"2503.16356","repositories_listed":1,"syntology":{"n":10,"n_ran":6,"n_constructed":0,"n_ran_checked":5,"n_instrument":1,"n_unverified":4,"n_honours":0,"n_violates":0,"n_no_contract":5,"n_pointer_only":1,"phrase":"6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified","sample_list":"/paper/cake-circuit-aware-editing-enables#ran","syntology_url":"https://syntology.ai/paper/2503.16356","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2503.16356"}},"official":{"repos":["zjunlp/cake"],"state":"official (archive's flag): 6 ran","n_ran":6,"n_constructed":0,"n_ran_no_instrument_failure":5,"n_unverified":4,"ran_from_kinds":["official"]}}},{"url":"/paper/precise-localization-of-memories-a-fine","slug":"precise-localization-of-memories-a-fine","title":"Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs","date":"2025-03-03","arxiv_id":"2503.01090","repositories_listed":1,"syntology":{"n":5,"n_ran":3,"n_constructed":1,"n_ran_checked":1,"n_instrument":2,"n_unverified":2,"n_honours":0,"n_violates":0,"n_no_contract":1,"n_pointer_only":0,"phrase":"3 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified","sample_list":"/paper/precise-localization-of-memories-a-fine#ran","syntology_url":"https://syntology.ai/paper/2503.01090","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2503.01090"}},"official":{"repos":["opanhw/FiNE"],"state":"official (archive's flag): 3 ran","n_ran":3,"n_constructed":1,"n_ran_no_instrument_failure":1,"n_unverified":2,"ran_from_kinds":["official"]}}},{"url":"/paper/mmke-bench-a-multimodal-editing-benchmark-for","slug":"mmke-bench-a-multimodal-editing-benchmark-for","title":"MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge","date":"2025-02-27","arxiv_id":"2502.19870","repositories_listed":1,"syntology":{"n":12,"n_ran":9,"n_constructed":0,"n_ran_checked":5,"n_instrument":4,"n_unverified":3,"n_honours":0,"n_violates":0,"n_no_contract":5,"n_pointer_only":4,"phrase":"9 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified","sample_list":"/paper/mmke-bench-a-multimodal-editing-benchmark-for#ran","syntology_url":"https://syntology.ai/paper/2502.19870","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2502.19870"}},"official":{"repos":["MMKE-Bench-ICLR/MMKE-Bench"],"state":"official (archive's flag): 9 ran","n_ran":9,"n_constructed":0,"n_ran_no_instrument_failure":5,"n_unverified":3,"ran_from_kinds":["official"]}}},{"url":"/paper/fleke-federated-locate-then-edit-knowledge","slug":"fleke-federated-locate-then-edit-knowledge","title":"FLEKE: Federated Locate-then-Edit Knowledge Editing","date":"2025-02-21","arxiv_id":"2502.15677","repositories_listed":1,"syntology":{"n":3,"n_ran":2,"n_constructed":0,"n_ran_checked":0,"n_instrument":2,"n_unverified":1,"n_honours":0,"n_violates":0,"n_no_contract":0,"n_pointer_only":3,"phrase":"2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified","sample_list":"/paper/fleke-federated-locate-then-edit-knowledge#ran","syntology_url":"https://syntology.ai/paper/2502.15677","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2502.15677"}},"official":{"repos":["zongkaiz/fleke"],"state":"official (archive's flag): 2 ran","n_ran":2,"n_constructed":0,"n_ran_no_instrument_failure":0,"n_unverified":1,"ran_from_kinds":["official"]}}},{"url":"/paper/reasons-and-solutions-for-the-decline-in","slug":"reasons-and-solutions-for-the-decline-in","title":"Reasons and Solutions for the Decline in Model Performance after Editing","date":"2024-10-31","arxiv_id":"2410.23843","repositories_listed":1,"syntology":{"n":3,"n_ran":1,"n_constructed":0,"n_ran_checked":0,"n_instrument":1,"n_unverified":2,"n_honours":0,"n_violates":0,"n_no_contract":0,"n_pointer_only":3,"phrase":"1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified","sample_list":"/paper/reasons-and-solutions-for-the-decline-in#ran","syntology_url":"https://syntology.ai/paper/2410.23843","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2410.23843"}},"official":{"repos":["nlpkeg/D4S"],"state":"official (archive's flag): 1 ran","n_ran":1,"n_constructed":0,"n_ran_no_instrument_failure":0,"n_unverified":2,"ran_from_kinds":["official"]}}},{"url":"/paper/representation-shattering-in-transformers-a","slug":"representation-shattering-in-transformers-a","title":"Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing","date":"2024-10-22","arxiv_id":"2410.17194","repositories_listed":0,"syntology":{"n":2,"n_ran":2,"n_constructed":0,"n_ran_checked":0,"n_instrument":2,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":0,"n_pointer_only":2,"phrase":"2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/representation-shattering-in-transformers-a#ran","syntology_url":"https://syntology.ai/paper/2410.17194","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2410.17194"}},"official":null}},{"url":"/paper/can-knowledge-editing-really-correct","slug":"can-knowledge-editing-really-correct","title":"Can Knowledge Editing Really Correct Hallucinations?","date":"2024-10-21","arxiv_id":"2410.16251","repositories_listed":1,"syntology":{"n":14,"n_ran":10,"n_constructed":0,"n_ran_checked":7,"n_instrument":3,"n_unverified":4,"n_honours":0,"n_violates":0,"n_no_contract":7,"n_pointer_only":14,"phrase":"10 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified","sample_list":"/paper/can-knowledge-editing-really-correct#ran","syntology_url":"https://syntology.ai/paper/2410.16251","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2410.16251"}},"official":{"repos":["llm-editing/HalluEditBench"],"state":"official (archive's flag): 10 ran","n_ran":10,"n_constructed":0,"n_ran_no_instrument_failure":7,"n_unverified":4,"ran_from_kinds":["official"]}}},{"url":"/paper/collabedit-towards-non-destructive","slug":"collabedit-towards-non-destructive","title":"CollabEdit: Towards Non-destructive Collaborative Knowledge Editing","date":"2024-10-12","arxiv_id":"2410.09508","repositories_listed":1,"syntology":{"n":9,"n_ran":6,"n_constructed":0,"n_ran_checked":4,"n_instrument":2,"n_unverified":3,"n_honours":0,"n_violates":0,"n_no_contract":4,"n_pointer_only":6,"phrase":"6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified","sample_list":"/paper/collabedit-towards-non-destructive#ran","syntology_url":"https://syntology.ai/paper/2410.09508","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2410.09508"}},"official":{"repos":["lins-lab/collabedit"],"state":"official (archive's flag): 6 ran","n_ran":6,"n_constructed":0,"n_ran_no_instrument_failure":4,"n_unverified":3,"ran_from_kinds":["official"]}}},{"url":"/paper/alphaedit-null-space-constrained-knowledge","slug":"alphaedit-null-space-constrained-knowledge","title":"AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models","date":"2024-10-03","arxiv_id":"2410.02355","repositories_listed":2,"syntology":{"n":2,"n_ran":1,"n_constructed":0,"n_ran_checked":0,"n_instrument":1,"n_unverified":1,"n_honours":0,"n_violates":0,"n_no_contract":0,"n_pointer_only":1,"phrase":"1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified","sample_list":"/paper/alphaedit-null-space-constrained-knowledge#ran","syntology_url":"https://syntology.ai/paper/2410.02355","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2410.02355"}},"official":{"repos":["jianghoucheng/alphaedit"],"state":"official: harvested, nothing ran","n_ran":0,"n_constructed":0,"n_ran_no_instrument_failure":0,"n_unverified":1,"ran_from_kinds":["listed"]}}},{"url":"/paper/towards-unified-multimodal-editing-with","slug":"towards-unified-multimodal-editing-with","title":"Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration","date":"2024-09-30","arxiv_id":"2409.19872","repositories_listed":1,"syntology":{"n":19,"n_ran":8,"n_constructed":0,"n_ran_checked":2,"n_instrument":6,"n_unverified":11,"n_honours":1,"n_violates":0,"n_no_contract":1,"n_pointer_only":19,"phrase":"8 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 6 where Syntology's instrument failed) · 11 unverified","sample_list":"/paper/towards-unified-multimodal-editing-with#ran","syntology_url":"https://syntology.ai/paper/2409.19872","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2409.19872"}},"official":{"repos":["beepkh/unike"],"state":"official (archive's flag): 8 ran","n_ran":8,"n_constructed":0,"n_ran_no_instrument_failure":2,"n_unverified":11,"ran_from_kinds":["official"]}}},{"url":"/paper/identifying-knowledge-editing-types-in-large","slug":"identifying-knowledge-editing-types-in-large","title":"Identifying Knowledge Editing Types in Large Language Models","date":"2024-09-29","arxiv_id":"2409.19663","repositories_listed":1,"syntology":{"n":9,"n_ran":7,"n_constructed":0,"n_ran_checked":6,"n_instrument":1,"n_unverified":2,"n_honours":0,"n_violates":0,"n_no_contract":6,"n_pointer_only":1,"phrase":"7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified","sample_list":"/paper/identifying-knowledge-editing-types-in-large#ran","syntology_url":"https://syntology.ai/paper/2409.19663","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2409.19663"}},"official":{"repos":["xpq-tech/keti"],"state":"official (archive's flag): 7 ran","n_ran":7,"n_constructed":0,"n_ran_no_instrument_failure":6,"n_unverified":2,"ran_from_kinds":["official"]}}},{"url":"/paper/oneedit-a-neural-symbolic-collaboratively","slug":"oneedit-a-neural-symbolic-collaboratively","title":"OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System","date":"2024-09-09","arxiv_id":"2409.07497","repositories_listed":1,"syntology":{"n":10,"n_ran":9,"n_constructed":0,"n_ran_checked":5,"n_instrument":4,"n_unverified":1,"n_honours":0,"n_violates":0,"n_no_contract":5,"n_pointer_only":10,"phrase":"9 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified","sample_list":"/paper/oneedit-a-neural-symbolic-collaboratively#ran","syntology_url":"https://syntology.ai/paper/2409.07497","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2409.07497"}},"official":{"repos":["zjunlp/oneedit"],"state":"official (archive's flag): 9 ran","n_ran":9,"n_constructed":0,"n_ran_no_instrument_failure":5,"n_unverified":1,"ran_from_kinds":["official"]}}},{"url":"/paper/knowledge-in-superposition-unveiling-the","slug":"knowledge-in-superposition-unveiling-the","title":"Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models","date":"2024-08-14","arxiv_id":"2408.07413","repositories_listed":1,"syntology":{"n":16,"n_ran":12,"n_constructed":0,"n_ran_checked":11,"n_instrument":1,"n_unverified":4,"n_honours":0,"n_violates":0,"n_no_contract":11,"n_pointer_only":16,"phrase":"12 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified","sample_list":"/paper/knowledge-in-superposition-unveiling-the#ran","syntology_url":"https://syntology.ai/paper/2408.07413","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2408.07413"}},"official":{"repos":["chenhuihu/knowledge_in_superposition"],"state":"official (archive's flag): 12 ran","n_ran":12,"n_constructed":0,"n_ran_no_instrument_failure":11,"n_unverified":4,"ran_from_kinds":["official"]}}},{"url":"/paper/can-editing-llms-inject-harm","slug":"can-editing-llms-inject-harm","title":"Can Editing LLMs Inject Harm?","date":"2024-07-29","arxiv_id":"2407.20224","repositories_listed":1,"syntology":{"n":13,"n_ran":10,"n_constructed":0,"n_ran_checked":7,"n_instrument":3,"n_unverified":3,"n_honours":0,"n_violates":0,"n_no_contract":7,"n_pointer_only":3,"phrase":"10 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified","sample_list":"/paper/can-editing-llms-inject-harm#ran","syntology_url":"https://syntology.ai/paper/2407.20224","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2407.20224"}},"official":null}},{"url":"/paper/composable-interventions-for-language-models","slug":"composable-interventions-for-language-models","title":"Composable Interventions for Language Models","date":"2024-07-09","arxiv_id":"2407.06483","repositories_listed":1,"syntology":{"n":17,"n_ran":8,"n_constructed":0,"n_ran_checked":5,"n_instrument":3,"n_unverified":9,"n_honours":0,"n_violates":0,"n_no_contract":5,"n_pointer_only":17,"phrase":"8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 9 unverified","sample_list":"/paper/composable-interventions-for-language-models#ran","syntology_url":"https://syntology.ai/paper/2407.06483","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2407.06483"}},"official":{"repos":["hartvigsen-group/composable-interventions"],"state":"official (archive's flag): 8 ran","n_ran":8,"n_constructed":0,"n_ran_no_instrument_failure":5,"n_unverified":9,"ran_from_kinds":["official"]}}},{"url":"/paper/in-context-editing-learning-knowledge-from","slug":"in-context-editing-learning-knowledge-from","title":"In-Context Editing: Learning Knowledge from Self-Induced Distributions","date":"2024-06-17","arxiv_id":"2406.11194","repositories_listed":2,"syntology":{"n":8,"n_ran":6,"n_constructed":0,"n_ran_checked":3,"n_instrument":3,"n_unverified":2,"n_honours":0,"n_violates":0,"n_no_contract":3,"n_pointer_only":8,"phrase":"6 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified","sample_list":"/paper/in-context-editing-learning-knowledge-from#ran","syntology_url":"https://syntology.ai/paper/2406.11194","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2406.11194"}},"official":{"repos":["bigai-ai/ICE"],"state":"official (archive's flag): 6 ran","n_ran":6,"n_constructed":0,"n_ran_no_instrument_failure":3,"n_unverified":2,"ran_from_kinds":["official"]}}},{"url":"/paper/roselora-row-and-column-wise-sparse-low-rank","slug":"roselora-row-and-column-wise-sparse-low-rank","title":"RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning","date":"2024-06-16","arxiv_id":"2406.10777","repositories_listed":1,"syntology":{"n":2,"n_ran":1,"n_constructed":1,"n_ran_checked":1,"n_instrument":0,"n_unverified":1,"n_honours":0,"n_violates":0,"n_no_contract":1,"n_pointer_only":0,"phrase":"1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; the one sample that ran constructed an object rather than computing a result","sample_list":"/paper/roselora-row-and-column-wise-sparse-low-rank#ran","syntology_url":"https://syntology.ai/paper/2406.10777","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2406.10777"}},"official":{"repos":["lliutianc/roselora"],"state":"official (archive's flag): 1 ran","n_ran":1,"n_constructed":1,"n_ran_no_instrument_failure":1,"n_unverified":1,"ran_from_kinds":["official"]}}},{"url":"/paper/analyzing-key-neurons-in-large-language","slug":"analyzing-key-neurons-in-large-language","title":"Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts","date":"2024-06-16","arxiv_id":"2406.10868","repositories_listed":1,"syntology":{"n":3,"n_ran":3,"n_constructed":0,"n_ran_checked":2,"n_instrument":1,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":2,"n_pointer_only":1,"phrase":"3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/analyzing-key-neurons-in-large-language#ran","syntology_url":"https://syntology.ai/paper/2406.10868","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2406.10868"}},"official":{"repos":["tigerchen52/qrneuron"],"state":"official (archive's flag): 3 ran","n_ran":3,"n_constructed":0,"n_ran_no_instrument_failure":2,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/time-sensitive-knowledge-editing-through","slug":"time-sensitive-knowledge-editing-through","title":"Time Sensitive Knowledge Editing through Efficient Finetuning","date":"2024-06-06","arxiv_id":"2406.04496","repositories_listed":1,"syntology":{"n":3,"n_ran":3,"n_constructed":0,"n_ran_checked":3,"n_instrument":0,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":3,"n_pointer_only":1,"phrase":"3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/time-sensitive-knowledge-editing-through#ran","syntology_url":"https://syntology.ai/paper/2406.04496","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2406.04496"}},"official":{"repos":["hiyouga/llama-factory"],"state":"official (archive's flag): 3 ran","n_ran":3,"n_constructed":0,"n_ran_no_instrument_failure":3,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/unke-unstructured-knowledge-editing-in-large","slug":"unke-unstructured-knowledge-editing-in-large","title":"Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models","date":"2024-05-24","arxiv_id":"2405.15349","repositories_listed":1,"syntology":{"n":12,"n_ran":5,"n_constructed":0,"n_ran_checked":1,"n_instrument":4,"n_unverified":7,"n_honours":1,"n_violates":0,"n_no_contract":0,"n_pointer_only":12,"phrase":"5 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified","sample_list":"/paper/unke-unstructured-knowledge-editing-in-large#ran","syntology_url":"https://syntology.ai/paper/2405.15349","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2405.15349"}},"official":{"repos":["TrustedLLM/UnKE"],"state":"official (archive's flag): 5 ran","n_ran":5,"n_constructed":0,"n_ran_no_instrument_failure":1,"n_unverified":7,"ran_from_kinds":["official"]}}},{"url":"/paper/decoding-by-contrasting-knowledge-enhancing","slug":"decoding-by-contrasting-knowledge-enhancing","title":"Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts","date":"2024-05-19","arxiv_id":"2405.11613","repositories_listed":1,"syntology":{"n":5,"n_ran":3,"n_constructed":0,"n_ran_checked":2,"n_instrument":1,"n_unverified":2,"n_honours":0,"n_violates":0,"n_no_contract":2,"n_pointer_only":5,"phrase":"3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified","sample_list":"/paper/decoding-by-contrasting-knowledge-enhancing#ran","syntology_url":"https://syntology.ai/paper/2405.11613","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2405.11613"}},"official":{"repos":["byronbbl/deck"],"state":"official (archive's flag): 3 ran","n_ran":3,"n_constructed":0,"n_ran_no_instrument_failure":2,"n_unverified":2,"ran_from_kinds":["official"]}}},{"url":"/paper/lifelong-knowledge-editing-for-llms-with","slug":"lifelong-knowledge-editing-for-llms-with","title":"Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning","date":"2024-05-06","arxiv_id":"2405.03279","repositories_listed":1,"syntology":{"n":11,"n_ran":7,"n_constructed":4,"n_ran_checked":4,"n_instrument":3,"n_unverified":4,"n_honours":0,"n_violates":0,"n_no_contract":4,"n_pointer_only":0,"phrase":"7 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified","sample_list":"/paper/lifelong-knowledge-editing-for-llms-with#ran","syntology_url":"https://syntology.ai/paper/2405.03279","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2405.03279"}},"official":{"repos":["qizhou000/RECIPE"],"state":"official (archive's flag): 7 ran","n_ran":7,"n_constructed":4,"n_ran_no_instrument_failure":4,"n_unverified":4,"ran_from_kinds":["official"]}}},{"url":"/paper/taxi-evaluating-categorical-knowledge-editing","slug":"taxi-evaluating-categorical-knowledge-editing","title":"TAXI: Evaluating Categorical Knowledge Editing for Language Models","date":"2024-04-23","arxiv_id":"2404.15004","repositories_listed":1,"syntology":{"n":17,"n_ran":11,"n_constructed":0,"n_ran_checked":9,"n_instrument":2,"n_unverified":6,"n_honours":0,"n_violates":0,"n_no_contract":9,"n_pointer_only":4,"phrase":"11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified","sample_list":"/paper/taxi-evaluating-categorical-knowledge-editing#ran","syntology_url":"https://syntology.ai/paper/2404.15004","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2404.15004"}},"official":{"repos":["derekpowell/taxi"],"state":"official (archive's flag): 11 ran","n_ran":11,"n_constructed":0,"n_ran_no_instrument_failure":9,"n_unverified":6,"ran_from_kinds":["official"]}}},{"url":"/paper/is-your-llm-outdated-benchmarking-llms","slug":"is-your-llm-outdated-benchmarking-llms","title":"DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs","date":"2024-04-10","arxiv_id":"2404.08700","repositories_listed":1,"syntology":{"n":12,"n_ran":12,"n_constructed":0,"n_ran_checked":12,"n_instrument":0,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":12,"n_pointer_only":0,"phrase":"12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/is-your-llm-outdated-benchmarking-llms#ran","syntology_url":"https://syntology.ai/paper/2404.08700","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2404.08700"}},"official":{"repos":["sislab-unitn/dyknow"],"state":"official (archive's flag): 12 ran","n_ran":12,"n_constructed":0,"n_ran_no_instrument_failure":12,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/retrieval-enhanced-knowledge-editing-for","slug":"retrieval-enhanced-knowledge-editing-for","title":"Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering","date":"2024-03-28","arxiv_id":"2403.19631","repositories_listed":1,"syntology":{"n":8,"n_ran":6,"n_constructed":0,"n_ran_checked":6,"n_instrument":0,"n_unverified":2,"n_honours":0,"n_violates":0,"n_no_contract":6,"n_pointer_only":8,"phrase":"6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified","sample_list":"/paper/retrieval-enhanced-knowledge-editing-for#ran","syntology_url":"https://syntology.ai/paper/2403.19631","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2403.19631"}},"official":{"repos":["sycny/rae"],"state":"official (archive's flag): 6 ran","n_ran":6,"n_constructed":0,"n_ran_no_instrument_failure":6,"n_unverified":2,"ran_from_kinds":["official"]}}},{"url":"/paper/detoxifying-large-language-models-via","slug":"detoxifying-large-language-models-via","title":"Detoxifying Large Language Models via Knowledge Editing","date":"2024-03-21","arxiv_id":"2403.14472","repositories_listed":1,"syntology":{"n":4,"n_ran":1,"n_constructed":0,"n_ran_checked":0,"n_instrument":1,"n_unverified":3,"n_honours":0,"n_violates":0,"n_no_contract":0,"n_pointer_only":0,"phrase":"1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified","sample_list":"/paper/detoxifying-large-language-models-via#ran","syntology_url":"https://syntology.ai/paper/2403.14472","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2403.14472"}},"official":{"repos":["zjunlp/easyedit"],"state":"official (archive's flag): 1 ran","n_ran":1,"n_constructed":0,"n_ran_no_instrument_failure":0,"n_unverified":3,"ran_from_kinds":["official"]}}},{"url":"/paper/badedit-backdooring-large-language-models-by","slug":"badedit-backdooring-large-language-models-by","title":"BadEdit: Backdooring large language models by model editing","date":"2024-03-20","arxiv_id":"2403.13355","repositories_listed":1,"syntology":{"n":4,"n_ran":4,"n_constructed":0,"n_ran_checked":3,"n_instrument":1,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":3,"n_pointer_only":1,"phrase":"4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/badedit-backdooring-large-language-models-by#ran","syntology_url":"https://syntology.ai/paper/2403.13355","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2403.13355"}},"official":{"repos":["Lyz1213/BadEdit"],"state":"official (archive's flag): 4 ran","n_ran":4,"n_constructed":0,"n_ran_no_instrument_failure":3,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/kebench-a-benchmark-on-knowledge-editing-for","slug":"kebench-a-benchmark-on-knowledge-editing-for","title":"VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark","date":"2024-03-12","arxiv_id":"2403.07350","repositories_listed":1,"syntology":{"n":25,"n_ran":22,"n_constructed":0,"n_ran_checked":16,"n_instrument":6,"n_unverified":3,"n_honours":0,"n_violates":0,"n_no_contract":16,"n_pointer_only":5,"phrase":"22 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 6 where Syntology's instrument failed) · 3 unverified","sample_list":"/paper/kebench-a-benchmark-on-knowledge-editing-for#ran","syntology_url":"https://syntology.ai/paper/2403.07350","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2403.07350"}},"official":{"repos":["vlkeb/vlkeb"],"state":"official (archive's flag): 9 ran","n_ran":9,"n_constructed":0,"n_ran_no_instrument_failure":5,"n_unverified":3,"ran_from_kinds":["found_in_text","official"]}}},{"url":"/paper/event-level-knowledge-editing","slug":"event-level-knowledge-editing","title":"Event-level Knowledge Editing","date":"2024-02-20","arxiv_id":"2402.13093","repositories_listed":1,"syntology":{"n":8,"n_ran":6,"n_constructed":0,"n_ran_checked":6,"n_instrument":0,"n_unverified":2,"n_honours":0,"n_violates":0,"n_no_contract":6,"n_pointer_only":8,"phrase":"6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified","sample_list":"/paper/event-level-knowledge-editing#ran","syntology_url":"https://syntology.ai/paper/2402.13093","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2402.13093"}},"official":{"repos":["thu-keg/event-level-knowledge-editing"],"state":"official (archive's flag): 6 ran","n_ran":6,"n_constructed":0,"n_ran_no_instrument_failure":6,"n_unverified":2,"ran_from_kinds":["official"]}}},{"url":"/paper/investigating-multi-hop-factual-shortcuts-in","slug":"investigating-multi-hop-factual-shortcuts-in","title":"Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models","date":"2024-02-19","arxiv_id":"2402.11900","repositories_listed":1,"syntology":{"n":5,"n_ran":4,"n_constructed":0,"n_ran_checked":4,"n_instrument":0,"n_unverified":1,"n_honours":0,"n_violates":0,"n_no_contract":4,"n_pointer_only":5,"phrase":"4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified","sample_list":"/paper/investigating-multi-hop-factual-shortcuts-in#ran","syntology_url":"https://syntology.ai/paper/2402.11900","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2402.11900"}},"official":{"repos":["jometeorie/multihopshortcuts"],"state":"official (archive's flag): 4 ran","n_ran":4,"n_constructed":0,"n_ran_no_instrument_failure":4,"n_unverified":1,"ran_from_kinds":["official"]}}},{"url":"/paper/learning-to-edit-aligning-llms-with-knowledge","slug":"learning-to-edit-aligning-llms-with-knowledge","title":"Learning to Edit: Aligning LLMs with Knowledge Editing","date":"2024-02-19","arxiv_id":"2402.11905","repositories_listed":1,"syntology":{"n":13,"n_ran":8,"n_constructed":0,"n_ran_checked":5,"n_instrument":3,"n_unverified":5,"n_honours":0,"n_violates":0,"n_no_contract":5,"n_pointer_only":4,"phrase":"8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified","sample_list":"/paper/learning-to-edit-aligning-llms-with-knowledge#ran","syntology_url":"https://syntology.ai/paper/2402.11905","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2402.11905"}},"official":{"repos":["yjiangcm/lte"],"state":"official (archive's flag): 8 ran","n_ran":8,"n_constructed":0,"n_ran_no_instrument_failure":5,"n_unverified":5,"ran_from_kinds":["official"]}}},{"url":"/paper/empirical-study-on-updating-key-value","slug":"empirical-study-on-updating-key-value","title":"Empirical Study on Updating Key-Value Memories in Transformer Feed-forward Layers","date":"2024-02-19","arxiv_id":"2402.12233","repositories_listed":1,"syntology":{"n":5,"n_ran":4,"n_constructed":0,"n_ran_checked":4,"n_instrument":0,"n_unverified":1,"n_honours":0,"n_violates":0,"n_no_contract":4,"n_pointer_only":0,"phrase":"4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified","sample_list":"/paper/empirical-study-on-updating-key-value#ran","syntology_url":"https://syntology.ai/paper/2402.12233","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2402.12233"}},"official":{"repos":["qiuzh20/tuning-keys-v.s.-values"],"state":"official (archive's flag): 4 ran","n_ran":4,"n_constructed":0,"n_ran_no_instrument_failure":4,"n_unverified":1,"ran_from_kinds":["official"]}}},{"url":"/paper/neighboring-perturbations-of-knowledge","slug":"neighboring-perturbations-of-knowledge","title":"Neighboring Perturbations of Knowledge Editing on Large Language Models","date":"2024-01-31","arxiv_id":"2401.17623","repositories_listed":1,"syntology":{"n":16,"n_ran":9,"n_constructed":0,"n_ran_checked":7,"n_instrument":2,"n_unverified":7,"n_honours":0,"n_violates":0,"n_no_contract":7,"n_pointer_only":16,"phrase":"9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified","sample_list":"/paper/neighboring-perturbations-of-knowledge#ran","syntology_url":"https://syntology.ai/paper/2401.17623","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2401.17623"}},"official":{"repos":["mjy1111/peak"],"state":"official (archive's flag): 9 ran","n_ran":9,"n_constructed":0,"n_ran_no_instrument_failure":7,"n_unverified":7,"ran_from_kinds":["official"]}}},{"url":"/paper/pokemqa-programmable-knowledge-editing-for","slug":"pokemqa-programmable-knowledge-editing-for","title":"PokeMQA: Programmable knowledge editing for Multi-hop Question Answering","date":"2023-12-23","arxiv_id":"2312.15194","repositories_listed":1,"syntology":{"n":1,"n_ran":1,"n_constructed":0,"n_ran_checked":1,"n_instrument":0,"n_unverified":0,"n_honours":0,"n_violates":1,"n_no_contract":0,"n_pointer_only":0,"phrase":"1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/pokemqa-programmable-knowledge-editing-for#ran","syntology_url":"https://syntology.ai/paper/2312.15194","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2312.15194"}},"official":{"repos":["hengrui-gu/pokemqa"],"state":"official (archive's flag): 1 ran","n_ran":1,"n_constructed":0,"n_ran_no_instrument_failure":1,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/exploring-the-residual-stream-of-transformers","slug":"exploring-the-residual-stream-of-transformers","title":"Neuron-Level Knowledge Attribution in Large Language Models","date":"2023-12-19","arxiv_id":"2312.12141","repositories_listed":3,"syntology":{"n":3,"n_ran":3,"n_constructed":0,"n_ran_checked":0,"n_instrument":3,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":0,"n_pointer_only":3,"phrase":"3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/exploring-the-residual-stream-of-transformers#ran","syntology_url":"https://syntology.ai/paper/2312.12141","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2312.12141"}},"official":{"repos":["zepingyu0512/neuron-attribution"],"state":"community repositories only","n_ran":0,"n_constructed":0,"n_ran_no_instrument_failure":0,"n_unverified":0,"ran_from_kinds":["listed"]}}},{"url":"/paper/assessing-knowledge-editing-in-language","slug":"assessing-knowledge-editing-in-language","title":"Assessing Knowledge Editing in Language Models via Relation Perspective","date":"2023-11-15","arxiv_id":"2311.09053","repositories_listed":2,"syntology":{"n":16,"n_ran":12,"n_constructed":0,"n_ran_checked":9,"n_instrument":3,"n_unverified":4,"n_honours":0,"n_violates":0,"n_no_contract":9,"n_pointer_only":16,"phrase":"12 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified","sample_list":"/paper/assessing-knowledge-editing-in-language#ran","syntology_url":"https://syntology.ai/paper/2311.09053","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2311.09053"}},"official":{"repos":["weiyifan1023/knowledge-edit-based-on-relation-perspective","weiyifan1023/RaKE"],"state":"official (archive's flag): 12 ran","n_ran":12,"n_constructed":0,"n_ran_no_instrument_failure":9,"n_unverified":4,"ran_from_kinds":["official"]}}},{"url":"/paper/finding-and-editing-multi-modal-neurons-in","slug":"finding-and-editing-multi-modal-neurons-in","title":"Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers","date":"2023-11-13","arxiv_id":"2311.07470","repositories_listed":1,"syntology":{"n":3,"n_ran":3,"n_constructed":0,"n_ran_checked":3,"n_instrument":0,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":3,"n_pointer_only":0,"phrase":"3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/finding-and-editing-multi-modal-neurons-in#ran","syntology_url":"https://syntology.ai/paper/2311.07470","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2311.07470"}},"official":{"repos":["opanhw/MM_Neurons"],"state":"official (archive's flag): 3 ran","n_ran":3,"n_constructed":0,"n_ran_no_instrument_failure":3,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/untying-the-reversal-curse-via-bidirectional","slug":"untying-the-reversal-curse-via-bidirectional","title":"Untying the Reversal Curse via Bidirectional Language Model Editing","date":"2023-10-16","arxiv_id":"2310.10322","repositories_listed":1,"syntology":{"n":5,"n_ran":3,"n_constructed":0,"n_ran_checked":1,"n_instrument":2,"n_unverified":2,"n_honours":0,"n_violates":0,"n_no_contract":1,"n_pointer_only":5,"phrase":"3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified","sample_list":"/paper/untying-the-reversal-curse-via-bidirectional#ran","syntology_url":"https://syntology.ai/paper/2310.10322","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2310.10322"}},"official":{"repos":["mjy1111/bake"],"state":"official (archive's flag): 3 ran","n_ran":3,"n_constructed":0,"n_ran_no_instrument_failure":1,"n_unverified":2,"ran_from_kinds":["official"]}}},{"url":"/paper/journey-to-the-center-of-the-knowledge","slug":"journey-to-the-center-of-the-knowledge","title":"Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons","date":"2023-08-25","arxiv_id":"2308.13198","repositories_listed":1,"syntology":{"n":1,"n_ran":1,"n_constructed":0,"n_ran_checked":0,"n_instrument":1,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":0,"n_pointer_only":1,"phrase":"1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/journey-to-the-center-of-the-knowledge#ran","syntology_url":"https://syntology.ai/paper/2308.13198","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2308.13198"}},"official":{"repos":["heng840/amig"],"state":"official (archive's flag): 1 ran","n_ran":1,"n_constructed":0,"n_ran_no_instrument_failure":0,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/easyedit-an-easy-to-use-knowledge-editing","slug":"easyedit-an-easy-to-use-knowledge-editing","title":"EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models","date":"2023-08-14","arxiv_id":"2308.07269","repositories_listed":2,"syntology":{"n":6,"n_ran":4,"n_constructed":0,"n_ran_checked":3,"n_instrument":1,"n_unverified":2,"n_honours":0,"n_violates":0,"n_no_contract":3,"n_pointer_only":0,"phrase":"4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified","sample_list":"/paper/easyedit-an-easy-to-use-knowledge-editing#ran","syntology_url":"https://syntology.ai/paper/2308.07269","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2308.07269"}},"official":{"repos":["zjunlp/easyedit","zjunlp/knowlm"],"state":"official (archive's flag): 4 ran","n_ran":4,"n_constructed":0,"n_ran_no_instrument_failure":3,"n_unverified":2,"ran_from_kinds":["official"]}}},{"url":"/paper/evaluating-the-ripple-effects-of-knowledge","slug":"evaluating-the-ripple-effects-of-knowledge","title":"Evaluating the Ripple Effects of Knowledge Editing in Language Models","date":"2023-07-24","arxiv_id":"2307.12976","repositories_listed":1,"syntology":{"n":1,"n_ran":1,"n_constructed":0,"n_ran_checked":1,"n_instrument":0,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":1,"n_pointer_only":0,"phrase":"1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/evaluating-the-ripple-effects-of-knowledge#ran","syntology_url":"https://syntology.ai/paper/2307.12976","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2307.12976"}},"official":{"repos":["edenbiran/rippleedits"],"state":"official (archive's flag): 1 ran","n_ran":1,"n_constructed":0,"n_ran_no_instrument_failure":1,"n_unverified":0,"ran_from_kinds":["official"]}}},{"url":"/paper/propagating-knowledge-updates-to-lms-through-1","slug":"propagating-knowledge-updates-to-lms-through-1","title":"Propagating Knowledge Updates to LMs Through Distillation","date":"2023-06-15","arxiv_id":"2306.09306","repositories_listed":1,"syntology":{"n":6,"n_ran":4,"n_constructed":0,"n_ran_checked":0,"n_instrument":4,"n_unverified":2,"n_honours":0,"n_violates":0,"n_no_contract":0,"n_pointer_only":6,"phrase":"4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified","sample_list":"/paper/propagating-knowledge-updates-to-lms-through-1#ran","syntology_url":"https://syntology.ai/paper/2306.09306","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2306.09306"}},"official":{"repos":["shankarp8/knowledge_distillation"],"state":"official (archive's flag): 4 ran","n_ran":4,"n_constructed":0,"n_ran_no_instrument_failure":0,"n_unverified":2,"ran_from_kinds":["official"]}}},{"url":"/paper/can-we-edit-factual-knowledge-by-in-context","slug":"can-we-edit-factual-knowledge-by-in-context","title":"Can We Edit Factual Knowledge by In-Context Learning?","date":"2023-05-22","arxiv_id":"2305.12740","repositories_listed":2,"syntology":{"n":1,"n_ran":1,"n_constructed":0,"n_ran_checked":0,"n_instrument":1,"n_unverified":0,"n_honours":0,"n_violates":0,"n_no_contract":0,"n_pointer_only":1,"phrase":"1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified","sample_list":"/paper/can-we-edit-factual-knowledge-by-in-context#ran","syntology_url":"https://syntology.ai/paper/2305.12740","mcp":{"get_harvested_code_for_paper":{"arxiv_id":"2305.12740"}},"official":{"repos":["pkunlp-icler/ike","zce1112zslx/ike"],"state":"official (archive's flag): 1 ran","n_ran":1,"n_constructed":0,"n_ran_no_instrument_failure":0,"n_unverified":0,"ran_from_kinds":["official"]}}}],"record_sha256":"6a654a413ca80d975a341c90dd8a32700b1dcfc4d0b61129b2be1ba6236f4f4f","record_changed_at":"2026-09-28","record_changed_at_basis":"first_hashed"}