{"as_of":"2026-08-10T20:48:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:b9f2fe53e6676e7a70dd2abb5fc7d52bb1caf0b2a8125c783c87aa03a5adf1fb","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":11,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":11,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+00:00","state":"measured"},{"denominator":11,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":11,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T19:12:45.655986Z","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":"2026-07-01T21:06:14.432015Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2311.12023","last_updated":"2024-08-27T00:48:35Z","snapshot_observed_at":"2026-07-06T16:50:06.095609Z","submitted_at":"2023-11-20T18:57:41Z","title":"LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning","version":4},"cited_work":{"arxiv_id":"2311.12023","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2311.12023","snapshot_observed_at":"2026-07-01T21:06:14.432015Z","title":"Lq-lora: Low-rank plus quantized matrix decomposition for efficient language model finetuning","venue":null,"work_id":"9d88582b-231d-46bc-a6b9-b8541c4f4575","year":2023},"citing_paper":{"arxiv_id":"2403.14608","last_updated":"2024-09-16T02:54:50Z","snapshot_observed_at":"2026-08-04T09:07:42.158421Z","submitted_at":"2024-03-21T17:55:50Z","title":"Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey","version":7},"reference_index":126,"source":"pdf_text","source_observed_at":"2026-05-13T11:32:36.738536Z"},"links":{"cited_paper":"/paper/2311.12023","citing_paper":"/paper/2403.14608"},"observation_digest":"sha256:27a35bad8c21f5d48c8f55e4a4ce9fde9c9a46ce5dbf6422c6608c14767ed92f","observation_id":"07f05817-227f-46ed-b287-c13708f6b939","resolution":{"observed_at":"2026-05-13T11:32:37.153952Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2311.12023","last_updated":"2024-08-27T00:48:35Z","snapshot_observed_at":"2026-07-06T16:50:06.095609Z","submitted_at":"2023-11-20T18:57:41Z","title":"LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.12023","snapshot_observed_at":"2026-08-10T19:12:45.655986Z","title":"Lq-lora: Low-rank plus quantized matrix decomposition for efficient language model finetuning","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.13941","last_updated":"2025-01-17T22:30:08Z","snapshot_observed_at":"2026-08-10T19:01:08.834724Z","submitted_at":"2025-01-17T22:30:08Z","title":"GaussMark: A Practical Approach for Structural Watermarking of Language Models","version":1},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-10T19:12:45.655986Z"},"links":{"cited_paper":"/paper/2311.12023","citing_paper":"/paper/2501.13941"},"observation_digest":"sha256:c5a64837dd18a80bd0f02e6e9d08d9a11ea74b1a247e9730512bb501826d2170","observation_id":"def1ada8-182c-4daa-a3d2-4dcaf98c3e3d","resolution":{"observed_at":"2026-08-10T19:12:45.655986Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.12023","last_updated":"2024-08-27T00:48:35Z","snapshot_observed_at":"2026-07-06T16:50:06.095609Z","submitted_at":"2023-11-20T18:57:41Z","title":"LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.12023","snapshot_observed_at":"2026-08-09T17:26:45.483874Z","title":"Lq-lora: Low-rank plus quantized matrix decomposition for efficient language model finetuning.arXiv preprint arXiv:2311.12023, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.00899","last_updated":"2025-02-02T20:23:32Z","snapshot_observed_at":"2026-08-10T08:47:48.270078Z","submitted_at":"2025-02-02T20:23:32Z","title":"HASSLE-free: A unified Framework for Sparse plus Low-Rank Matrix Decomposition for LLMs","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-09T17:26:45.483874Z"},"links":{"cited_paper":"/paper/2311.12023","citing_paper":"/paper/2502.00899"},"observation_digest":"sha256:a733607d4f39bb788d7b420a92070bd5afb523b61be1dfadc818975e4ac5c77a","observation_id":"0f26366d-42d3-401e-b344-a8ac4a24df25","resolution":{"observed_at":"2026-08-09T17:26:45.483874Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.12023","last_updated":"2024-08-27T00:48:35Z","snapshot_observed_at":"2026-07-06T16:50:06.095609Z","submitted_at":"2023-11-20T18:57:41Z","title":"LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.12023","snapshot_observed_at":"2026-08-07T15:43:37.961933Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.14742","last_updated":"2025-05-29T22:04:36Z","snapshot_observed_at":"2026-08-09T14:33:06.239071Z","submitted_at":"2025-05-20T07:19:36Z","title":"Quaff: Quantized Parameter-Efficient Fine-Tuning under Outlier Spatial Stability Hypothesis","version":2},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-07T15:43:37.961933Z"},"links":{"cited_paper":"/paper/2311.12023","citing_paper":"/paper/2505.14742"},"observation_digest":"sha256:f2f17c02a7e413c67d289cbb6ca427379cac736121b7c09bc0c018e9c501e769","observation_id":"2cc04a87-0884-4811-96f2-ecc742e1df53","resolution":{"observed_at":"2026-08-07T15:43:37.961933Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.12023","last_updated":"2024-08-27T00:48:35Z","snapshot_observed_at":"2026-07-06T16:50:06.095609Z","submitted_at":"2023-11-20T18:57:41Z","title":"LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.12023","snapshot_observed_at":"2026-08-06T23:00:19.542797Z","title":"P., and Kim, Y","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.20251","last_updated":"2025-06-25T08:52:22Z","snapshot_observed_at":"2026-08-07T22:24:27.303298Z","submitted_at":"2025-06-25T08:52:22Z","title":"Q-resafe: Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T23:00:19.542797Z"},"links":{"cited_paper":"/paper/2311.12023","citing_paper":"/paper/2506.20251"},"observation_digest":"sha256:716d7634fcb56bc92a582476884dccbafcb503c7bd60fcb18578b3b065787888","observation_id":"60016d0c-8bf3-48c2-b1e7-caa4e00fe9b7","resolution":{"observed_at":"2026-08-06T23:00:19.542797Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.12023","last_updated":"2024-08-27T00:48:35Z","snapshot_observed_at":"2026-07-06T16:50:06.095609Z","submitted_at":"2023-11-20T18:57:41Z","title":"LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.12023","snapshot_observed_at":"2026-08-05T15:52:44.921539Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.19432","last_updated":"2025-08-26T21:01:45Z","snapshot_observed_at":"2026-08-09T00:35:46.151432Z","submitted_at":"2025-08-26T21:01:45Z","title":"Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-05T15:52:44.921539Z"},"links":{"cited_paper":"/paper/2311.12023","citing_paper":"/paper/2508.19432"},"observation_digest":"sha256:65a9e538f326ceaf26e6248021f8a67a8a295466037062d345fdb5f762ef178c","observation_id":"4fb24caf-2ba6-4d6a-9a97-85d9d3f898bc","resolution":{"observed_at":"2026-08-05T15:52:44.921539Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.12023","last_updated":"2024-08-27T00:48:35Z","snapshot_observed_at":"2026-07-06T16:50:06.095609Z","submitted_at":"2023-11-20T18:57:41Z","title":"LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.12023","snapshot_observed_at":"2026-08-05T12:52:44.617762Z","title":"arXiv preprint arXiv:2311.12023","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2509.01190","last_updated":"2025-09-06T17:46:00Z","snapshot_observed_at":"2026-08-09T10:01:10.307449Z","submitted_at":"2025-09-01T07:15:25Z","title":"Efficient Large Language Models with Zero-Shot Adjustable Acceleration","version":2},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-05T12:52:44.617762Z"},"links":{"cited_paper":"/paper/2311.12023","citing_paper":"/paper/2509.01190"},"observation_digest":"sha256:36c9347ffea04bac6c5566edf86bc582683df8b558c367eec394d8d1cb1bea4e","observation_id":"1eed93bd-164e-4734-afbc-880163b626f3","resolution":{"observed_at":"2026-08-05T12:52:44.617762Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.12023","last_updated":"2024-08-27T00:48:35Z","snapshot_observed_at":"2026-07-06T16:50:06.095609Z","submitted_at":"2023-11-20T18:57:41Z","title":"LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.12023","snapshot_observed_at":"2026-07-13T23:28:12.790404Z","title":"Lq-lora: Low-rank plus quantized matrix decomposi- tion for efficient language model finetuning","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2603.16867","last_updated":"2026-06-03T09:37:20Z","snapshot_observed_at":"2026-08-06T21:47:33.826393Z","submitted_at":"2026-03-17T17:59:51Z","title":"Efficient Reasoning on the Edge","version":2},"reference_index":114,"source":"pdf_text","source_observed_at":"2026-07-13T23:28:12.790404Z"},"links":{"cited_paper":"/paper/2311.12023","citing_paper":"/paper/2603.16867"},"observation_digest":"sha256:b4f482b32b664e266057c0f1c38469968e72bfd160293d2252cfd3fd930534a2","observation_id":"be79302d-8f88-4580-9db6-248f650dcdff","resolution":{"observed_at":"2026-07-13T23:28:12.790404Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.12023","last_updated":"2024-08-27T00:48:35Z","snapshot_observed_at":"2026-07-06T16:50:06.095609Z","submitted_at":"2023-11-20T18:57:41Z","title":"LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning","version":4},"cited_work":{"arxiv_id":"2311.12023","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2311.12023","snapshot_observed_at":"2026-07-01T21:06:14.432015Z","title":"Lq-lora: Low-rank plus quantized matrix decomposition for efficient language model finetuning","venue":null,"work_id":"9d88582b-231d-46bc-a6b9-b8541c4f4575","year":2023},"citing_paper":{"arxiv_id":"2605.05819","last_updated":"2026-05-07T07:57:23Z","snapshot_observed_at":"2026-08-09T00:36:24.024091Z","submitted_at":"2026-05-07T07:57:23Z","title":"HCInfer: An Efficient Inference System via Error Compensation for Resource-Constrained Devices","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-08T14:44:13.936042Z"},"links":{"cited_paper":"/paper/2311.12023","citing_paper":"/paper/2605.05819"},"observation_digest":"sha256:62a1957777c17aa4d71dd8e23a709208dd4904ba8ff3c7d1b92e8097d7b4a858","observation_id":"c7514e28-96ac-45cd-ba3a-405e61ea3342","resolution":{"observed_at":"2026-05-11T18:41:10.650566Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2311.12023","last_updated":"2024-08-27T00:48:35Z","snapshot_observed_at":"2026-07-06T16:50:06.095609Z","submitted_at":"2023-11-20T18:57:41Z","title":"LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning","version":4},"cited_work":{"arxiv_id":"2311.12023","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2311.12023","snapshot_observed_at":"2026-07-01T21:06:14.432015Z","title":"Lq-lora: Low-rank plus quantized matrix decomposition for efficient language model finetuning","venue":null,"work_id":"9d88582b-231d-46bc-a6b9-b8541c4f4575","year":2023},"citing_paper":{"arxiv_id":"2606.00494","last_updated":"2026-06-02T02:20:42Z","snapshot_observed_at":"2026-08-06T11:18:56.095781Z","submitted_at":"2026-05-30T02:54:40Z","title":"ProjQ: Project-and-Quantize for Adapter-Aware LLM Compression","version":2},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-06-28T19:10:58.845006Z"},"links":{"cited_paper":"/paper/2311.12023","citing_paper":"/paper/2606.00494"},"observation_digest":"sha256:946830ddd5c76cc66ec0849482757ecd99acd6747ddda0fdea6ec0b9d90e5623","observation_id":"96926ce0-75dc-43a5-8862-0fd702437484","resolution":{"observed_at":"2026-06-28T19:12:34.490438Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2311.12023","last_updated":"2024-08-27T00:48:35Z","snapshot_observed_at":"2026-07-06T16:50:06.095609Z","submitted_at":"2023-11-20T18:57:41Z","title":"LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning","version":4},"cited_work":{"arxiv_id":"2311.12023","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2311.12023","snapshot_observed_at":"2026-07-01T21:06:14.432015Z","title":"Lq-lora: Low-rank plus quantized matrix decomposition for efficient language model finetuning","venue":null,"work_id":"9d88582b-231d-46bc-a6b9-b8541c4f4575","year":2023},"citing_paper":{"arxiv_id":"2606.01412","last_updated":"2026-05-31T19:17:39Z","snapshot_observed_at":"2026-08-05T23:04:35.966323Z","submitted_at":"2026-05-31T19:17:39Z","title":"GPTQ-intrinsic LoRA: A Near-optimal Algorithm for Low-precision Quantization with Low-rank Adaptation","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-06-28T17:28:14.160341Z"},"links":{"cited_paper":"/paper/2311.12023","citing_paper":"/paper/2606.01412"},"observation_digest":"sha256:4e92ab1ea38a3d868a56514afb0d31f48c27f1d7ab3f7f840ddd581bde4355b1","observation_id":"490f8282-a423-4ad3-bd5e-798cabe8193d","resolution":{"observed_at":"2026-07-01T21:06:14.433267Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2311.12023/citation-record","integrity":"/paper/2311.12023/integrity","json":"/paper/2311.12023/citation-record.json","paper":"/paper/2311.12023"},"outbound":[],"paper":{"arxiv_id":"2311.12023","last_updated":"2024-08-27T00:48:35Z","latest_version":4,"primary_category":"cs.CL","snapshot_observed_at":"2026-07-06T16:50:06.095609Z","submitted_at":"2023-11-20T18:57:41Z","title":"LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning"},"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":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2311.12023."}