{"as_of":"2026-08-07T07:58:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:fcd3982963a923ae2085dbccb622fb1d4a08979fa4403344e23b1fb31b4f9a76","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":26,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":26,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":26,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":26,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T05:33:27.046164Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-04T12:09:48.829945Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-08-07T05:33:27.046164Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.07626","last_updated":"2025-06-09T10:45:18Z","snapshot_observed_at":"2026-08-07T05:27:05.700641Z","submitted_at":"2025-06-09T10:45:18Z","title":"Intent Matters: Enhancing AI Tutoring with Fine-Grained Pedagogical Intent Annotation","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-07T05:33:27.046164Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2506.07626"},"observation_digest":"sha256:8a2c619849a4db1ddfa78dd2e347eeec2a865094b83ea912f1b36c5ad761f631","observation_id":"e8470a43-cf81-4a27-83ba-afc1589758a7","resolution":{"observed_at":"2026-08-07T05:33:27.046164Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-08-06T18:48:18.665928Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.07419","last_updated":"2025-07-10T04:22:36Z","snapshot_observed_at":"2026-08-06T18:39:22.998865Z","submitted_at":"2025-07-10T04:22:36Z","title":"MedReadCtrl: Personalizing medical text generation with readability-controlled instruction learning","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T18:48:18.665928Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2507.07419"},"observation_digest":"sha256:910143d0dda225f1ae0099520268bee292acabd0e5618f03c2acfaefe4d7dec0","observation_id":"a115faf5-412f-4f6f-8eef-0217a7255e57","resolution":{"observed_at":"2026-08-06T18:48:18.665928Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-08-06T17:59:00.483831Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.09508","last_updated":"2025-07-13T06:27:33Z","snapshot_observed_at":"2026-08-06T17:51:38.689797Z","submitted_at":"2025-07-13T06:27:33Z","title":"A Mixture of Linear Corrections Generates Secure Code","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T17:59:00.483831Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2507.09508"},"observation_digest":"sha256:b9e4a57085a28f5c1e5ca957d12ae245816d11aebdcb99d3e72b17abd4d5dd37","observation_id":"9c515621-e5ac-4977-a87f-92c132898a7b","resolution":{"observed_at":"2026-08-06T17:59:00.483831Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-08-06T13:54:39.934375Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.19894","last_updated":"2025-07-26T09:49:57Z","snapshot_observed_at":"2026-08-06T13:54:37.308959Z","submitted_at":"2025-07-26T09:49:57Z","title":"A Survey on Generative Model Unlearning: Fundamentals, Taxonomy, Evaluation, and Future Direction","version":1},"reference_index":129,"source":"pdf_text","source_observed_at":"2026-08-06T13:54:39.934375Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2507.19894"},"observation_digest":"sha256:f08436050cbde8c329cad48d3355f2532b4644c7ea9639f7e18e4a3712ffa028","observation_id":"8b9499a2-6c12-46e6-8445-d54ddf696e76","resolution":{"observed_at":"2026-08-06T13:54:39.934375Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-08-05T11:59:11.392923Z","title":"Preprint, arXiv:2408.12599","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2509.02075","last_updated":"2025-09-02T08:26:18Z","snapshot_observed_at":"2026-08-05T11:59:09.525988Z","submitted_at":"2025-09-02T08:26:18Z","title":"How Instruction-Tuning Imparts Length Control: A Cross-Lingual Mechanistic Analysis","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-05T11:59:11.392923Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2509.02075"},"observation_digest":"sha256:a5de15d499c62601adbb226dce73471cfcf91b270f41f72e14cdbd7f73b70227","observation_id":"a2d57a0c-f948-49ea-9b5a-ad14f76dadc6","resolution":{"observed_at":"2026-08-05T11:59:11.392923Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-08-03T08:15:23.162196Z","title":"Controllable text generation for large language models: A survey, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2601.17717","last_updated":"2026-06-09T20:25:14Z","snapshot_observed_at":"2026-08-03T08:15:07.553014Z","submitted_at":"2026-01-25T06:40:25Z","title":"A Survey on Evaluating Quality and Trustworthiness in LLM-Generated Data","version":3},"reference_index":125,"source":"arxiv_source","source_observed_at":"2026-08-03T08:15:23.162196Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2601.17717"},"observation_digest":"sha256:de89d6a17a7e46874cbcd7dbd6bc8b388f71a4524c4e0de8475363fdc53f9186","observation_id":"c63c94e6-e38a-4352-87d2-16df7eec2bdf","resolution":{"observed_at":"2026-08-03T08:15:23.162196Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-08-03T03:27:34.509955Z","title":"Controllable text generation for large language models: A survey.arXiv preprint arXiv:2408.12599, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.03312","last_updated":"2026-05-29T19:20:43Z","snapshot_observed_at":"2026-08-03T03:27:33.220826Z","submitted_at":"2026-02-09T02:47:07Z","title":"Escaping the BLEU Trap: A Signal-Grounded Framework with Decoupled Semantic Guidance for EEG-to-Text Decoding","version":3},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:34.509955Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2603.03312"},"observation_digest":"sha256:e92be8ea0e3d17c371a4b04d5022633b122d46396d2db92a9444b5436d4f52bb","observation_id":"6e9d3d31-4491-4679-90c7-ae031dec65c4","resolution":{"observed_at":"2026-08-03T03:27:34.509955Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2604.04708","last_updated":"2026-04-06T14:22:46Z","snapshot_observed_at":"2026-07-06T22:53:37.357996Z","submitted_at":"2026-04-06T14:22:46Z","title":"BiST: A Gold Standard Bangla-English Bilingual Corpus for Sentence Structure and Tense Classification with Inter-Annotator Agreement","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-10T19:23:19.091444Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2604.04708"},"observation_digest":"sha256:419b4cf0d844b0481066972b2de17b7feec9b221e2c5d436c4c4bcc502ecfa0c","observation_id":"2649b420-9e03-4515-af95-2ff4543743e8","resolution":{"observed_at":"2026-05-10T23:00:50.628578Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2604.05782","last_updated":"2026-07-17T06:45:54Z","snapshot_observed_at":"2026-08-05T07:46:46.127298Z","submitted_at":"2026-04-07T12:19:27Z","title":"When Models Meet Users: An Empirical Study of Perceptions of General LLMs and Multimodal LLMs on Hugging Face","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-05-10T19:11:27.071800Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2604.05782"},"observation_digest":"sha256:3f6733fcfa3a0f966c7d0e61827e9a95d284db3f535fa07cd0a1793f48fd3810","observation_id":"3b836b1d-23ef-4a7c-818d-6b7c795d722b","resolution":{"observed_at":"2026-05-10T23:20:54.663032Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-08-02T16:43:11.612005Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2604.05782","last_updated":"2026-07-17T06:45:54Z","snapshot_observed_at":"2026-08-05T07:46:46.127298Z","submitted_at":"2026-04-07T12:19:27Z","title":"When Models Meet Users: An Empirical Study of Perceptions of General LLMs and Multimodal LLMs on Hugging Face","version":3},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-02T16:43:11.612005Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2604.05782"},"observation_digest":"sha256:797bba1fe9ef45288d5b4aa3fbaf441d75b96476a8d634c86dc79046669b7266","observation_id":"fd290df2-57f1-4d7a-a761-261ab9dc2ca1","resolution":{"observed_at":"2026-08-02T16:43:11.612005Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2604.18264","last_updated":"2026-04-20T13:37:31Z","snapshot_observed_at":"2026-07-06T23:05:08.728446Z","submitted_at":"2026-04-20T13:37:31Z","title":"Universally Empowering Zeroth-Order Optimization via Adaptive Layer-wise Sampling","version":1},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-05-10T04:51:12.358148Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2604.18264"},"observation_digest":"sha256:882302d3d26644a8a74fa211a835828062e7777f82111b8fde58c4e4d9818e1f","observation_id":"26c51824-c9a6-49ae-8a46-4f26f64e7f41","resolution":{"observed_at":"2026-05-10T11:30:19.684706Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2604.20006","last_updated":"2026-04-21T21:31:01Z","snapshot_observed_at":"2026-07-06T23:06:31.110859Z","submitted_at":"2026-04-21T21:31:01Z","title":"From Recall to Forgetting: Benchmarking Long-Term Memory for Personalized Agents","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-10T02:10:13.205879Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2604.20006"},"observation_digest":"sha256:2b4ac878b5606bd0b19d7aa4d17bc0ffaa72bd15e7fb3fbcd45fc00e0c8a125c","observation_id":"6b36cda2-4388-4465-a8cb-7c97f455bd0d","resolution":{"observed_at":"2026-05-11T13:16:03.451434Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2604.20183","last_updated":"2026-06-02T10:46:47Z","snapshot_observed_at":"2026-08-02T22:19:27.963593Z","submitted_at":"2026-04-22T04:55:31Z","title":"Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solving","version":1},"reference_index":94,"source":"arxiv_source","source_observed_at":"2026-05-10T00:37:55.147350Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2604.20183"},"observation_digest":"sha256:e4a80d8a96e76dbf875d14118c1fa266085d494d02a3adc870704863d0ba0756","observation_id":"6aa8a28f-b107-429e-a848-57494ac5774e","resolution":{"observed_at":"2026-05-11T13:46:04.272956Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2604.21510","last_updated":"2026-04-23T10:12:32Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2026-04-23T10:12:32Z","title":"OptiVerse: A Comprehensive Benchmark towards Optimization Problem Solving","version":1},"reference_index":110,"source":"arxiv_source","source_observed_at":"2026-05-09T22:04:19.654714Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2604.21510"},"observation_digest":"sha256:a07e883faf87cc3aec74ed7375dae7f7fdefde359855ab7fe300f78fdf7dffd1","observation_id":"7d0dd82e-e7a8-41df-a77e-92252569f6b5","resolution":{"observed_at":"2026-05-11T14:21:03.963008Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2604.24178","last_updated":"2026-04-27T08:36:13Z","snapshot_observed_at":"2026-07-06T23:10:16.426836Z","submitted_at":"2026-04-27T08:36:13Z","title":"Meta-Aligner: Bidirectional Preference-Policy Optimization for Multi-Objective LLMs Alignment","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-08T04:29:54.013922Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2604.24178"},"observation_digest":"sha256:8914fe5d660dfbd1e69d899b935b23f0905b9ea46ed9142d531b95c4feb96c96","observation_id":"72d60ea4-8bfd-46a6-8a75-d774ca413d0a","resolution":{"observed_at":"2026-05-11T21:46:24.496056Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2605.07731","last_updated":"2026-05-20T09:02:07Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2026-05-08T13:36:24Z","title":"Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-11T03:40:04.692279Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2605.07731"},"observation_digest":"sha256:44d1ad01c3a2c2b98c465f8b1ef6a73e11d5ad47a1a1a43490d531a1c53dfe00","observation_id":"9f53f309-14c8-426f-a25f-ab34850868fe","resolution":{"observed_at":"2026-05-11T03:40:53.489058Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2605.07731","last_updated":"2026-05-20T09:02:07Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2026-05-08T13:36:24Z","title":"Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-21T08:14:55.858466Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2605.07731"},"observation_digest":"sha256:9339b1c6d37efb4a1550b96aeb93c12c4cbb1c53064cdc5a1b7221f99ca9dc52","observation_id":"216f3c25-bb80-4c75-bbb8-d924ee8000b1","resolution":{"observed_at":"2026-05-21T08:19:52.982997Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2605.14087","last_updated":"2026-05-15T01:03:24Z","snapshot_observed_at":"2026-08-02T22:51:58.548845Z","submitted_at":"2026-05-13T20:12:30Z","title":"Measuring and Mitigating Toxicity in Large Language Models: A Comprehensive Replication Study","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-15T05:11:47.070579Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2605.14087"},"observation_digest":"sha256:c80e0c638ec0c42d181b885ca337fc9eeac8f1f4d3a7b9d09386383a9b53ede0","observation_id":"2be33b9e-08ca-4888-9779-01140ef8321a","resolution":{"observed_at":"2026-05-15T05:15:03.160302Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2605.14087","last_updated":"2026-05-15T01:03:24Z","snapshot_observed_at":"2026-08-02T22:51:58.548845Z","submitted_at":"2026-05-13T20:12:30Z","title":"Measuring and Mitigating Toxicity in Large Language Models: A Comprehensive Replication Study","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-19T13:41:37.102367Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2605.14087"},"observation_digest":"sha256:1cca161f608a2a2a86fb0757344c9abbac1cc5a2e8aaaee0962f0ae7225e4c46","observation_id":"21a7719c-ca4e-445f-b560-4491a144ad2c","resolution":{"observed_at":"2026-05-19T13:42:19.217187Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2605.27117","last_updated":"2026-05-26T14:53:24Z","snapshot_observed_at":"2026-07-06T23:36:53.330986Z","submitted_at":"2026-05-26T14:53:24Z","title":"Position: AI Safety Requires Effective Controllability","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-06-29T17:25:56.324612Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2605.27117"},"observation_digest":"sha256:783fe84ace411c94d25b3b10aa0ae1884b5772249c42f3f08bac95a692dc88c9","observation_id":"3f1e2882-d11c-40b2-86ab-62d39294281b","resolution":{"observed_at":"2026-06-29T17:33:45.472841Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2606.21121","last_updated":"2026-06-19T05:47:44Z","snapshot_observed_at":"2026-08-04T13:33:33.678027Z","submitted_at":"2026-06-19T05:47:44Z","title":"Answer Engineering: Local Trajectory Editing for Protocol-Constrained Decision Making in Large Language Models","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-06-26T14:13:13.678245Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2606.21121"},"observation_digest":"sha256:268858cbb58199d91dd7b6e49f10912dc03ac695e7a10b58c2a6f21016c29828","observation_id":"b0b5e49d-8312-4400-9ab5-f6a2cf4d074a","resolution":{"observed_at":"2026-07-04T06:49:37.536274Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2606.22803","last_updated":"2026-06-23T02:56:13Z","snapshot_observed_at":"2026-08-06T09:22:50.576416Z","submitted_at":"2026-06-22T03:26:08Z","title":"Towards Fast Domain Adaptation and Fine-Grained User Simulation for Evaluating Conversational Recommender Systems","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-06-26T07:13:21.198407Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2606.22803"},"observation_digest":"sha256:c14da086052195c8757ca688d924d99400beb0aaf09a21a64913be040f73f079","observation_id":"8222aa88-a189-4e4f-a111-8122a4d3baf4","resolution":{"observed_at":"2026-07-04T12:09:48.831371Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2606.22994","last_updated":"2026-06-22T08:12:34Z","snapshot_observed_at":"2026-08-02T22:39:40.631458Z","submitted_at":"2026-06-22T08:12:34Z","title":"Do Sparse Autoencoders Learn Meaningful Concept Hierarchies?","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-06-26T08:46:48.220801Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2606.22994"},"observation_digest":"sha256:3933504fc6105c45a73b90462abb2630b73f8d8a10ba2f6a3353dad5746a6144","observation_id":"a12d5b3c-7012-4091-91a0-e64e711a3a52","resolution":{"observed_at":"2026-07-04T10:29:45.402400Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":"2408.12599","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-04T12:09:48.829945Z","title":"Controllable text generation for large language models: A survey","venue":null,"work_id":"e66b6def-9254-46a5-b8fb-356bdd4eeefc","year":2024},"citing_paper":{"arxiv_id":"2607.01392","last_updated":"2026-07-03T09:34:52Z","snapshot_observed_at":"2026-08-02T06:05:05.007648Z","submitted_at":"2026-07-01T18:50:14Z","title":"Multi-Objective Exploration and Preference Optimization via Mutual Information","version":1},"reference_index":86,"source":"arxiv_source","source_observed_at":"2026-07-03T21:17:46.551850Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2607.01392"},"observation_digest":"sha256:6e24c4ffb1f31e68841d1af5f92c47114653cb2dbe33ce9fbf3ca5584e43967a","observation_id":"0bf177bc-c5ed-4f39-bd0f-c37d476abe53","resolution":{"observed_at":"2026-07-03T21:18:58.013616Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-12T01:51:25.883463Z","title":"Controllable text generation for large language models: A survey,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.03528","last_updated":"2026-07-03T17:59:02Z","snapshot_observed_at":"2026-08-02T12:10:15.366904Z","submitted_at":"2026-07-03T17:59:02Z","title":"Aligning Language Models with Selective Prediction","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-07-12T01:51:25.883463Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2607.03528"},"observation_digest":"sha256:0258f912c8ad08378e0ff09e2e6539ea1192da35dc14f448de734d09858fc2d7","observation_id":"9f7d682d-d0ff-467c-8d35-9f8a56dd3659","resolution":{"observed_at":"2026-07-12T01:51:25.883463Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.12599","snapshot_observed_at":"2026-07-31T23:14:22.844588Z","title":"we need structured output","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.27912","last_updated":"2026-07-30T09:26:06Z","snapshot_observed_at":"2026-08-06T16:44:37.894744Z","submitted_at":"2026-07-30T09:26:06Z","title":"IFHierBench: Hierarchical Instruction Following for Large Language Models","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-07-31T23:14:22.844588Z"},"links":{"cited_paper":"/paper/2408.12599","citing_paper":"/paper/2607.27912"},"observation_digest":"sha256:d747feeab7fd0fc87ec541fb0ff8ee16b6fa3cb080609e7d6284d385c9913508","observation_id":"cee07121-55b0-41e7-8ebb-21a07407df3f","resolution":{"observed_at":"2026-07-31T23:14:22.844588Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2408.12599/citation-record","integrity":"/paper/2408.12599/integrity","json":"/paper/2408.12599/citation-record.json","paper":"/paper/2408.12599"},"outbound":[],"paper":{"arxiv_id":"2408.12599","last_updated":"2024-08-22T17:59:04Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-07-06T19:04:43.716629Z","submitted_at":"2024-08-22T17:59:04Z","title":"Controllable Text Generation for Large Language Models: A Survey"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 26 inbound Pith citation observations for arXiv:2408.12599."}