{"as_of":"2026-08-14T13:37:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:51faa48932fe1115d09162d75ec529fc78654a3f009a2713ecb9dfc56c45ca56","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":8,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":8,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-14T06:32:32.682623+00:00","state":"measured"},{"denominator":8,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":8,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T14:44:29.723829Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":1,"source":"arxiv_reference","source_observed_at":"2026-08-05T02:28:24.338817Z","state":"measured"}],"external_citation_measurements":[{"count":0,"observed_at":"2026-08-05T02:28:24.338817Z","source":"arxiv_reference"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2504.18415","last_updated":"2025-06-13T05:55:26Z","snapshot_observed_at":"2026-08-13T07:38:28.067742Z","submitted_at":"2025-04-25T15:17:52Z","title":"BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.18415","snapshot_observed_at":"2026-08-07T14:44:29.723829Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.17716","last_updated":"2025-05-23T10:33:14Z","snapshot_observed_at":"2026-08-14T01:50:17.535729Z","submitted_at":"2025-05-23T10:33:14Z","title":"Get Experience from Practice: LLM Agents with Record & Replay","version":1},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-08-07T14:44:29.723829Z"},"links":{"cited_paper":"/paper/2504.18415","citing_paper":"/paper/2505.17716"},"observation_digest":"sha256:22a7fe5a5b57ce53721fb147fde2abc9852e4bea7e693f9574675b26f31a04fc","observation_id":"5678a4a2-2ee3-49dd-8166-22031c443bac","resolution":{"observed_at":"2026-08-07T14:44:29.723829Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.18415","last_updated":"2025-06-13T05:55:26Z","snapshot_observed_at":"2026-08-13T07:38:28.067742Z","submitted_at":"2025-04-25T15:17:52Z","title":"BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.18415","snapshot_observed_at":"2026-08-07T14:42:22.378319Z","title":"Bitnet v2: Native 4-bit activations with hadamard transformation for 1-bit llms.arXiv preprint arXiv:2504.18415, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.18231","last_updated":"2026-07-15T15:32:56Z","snapshot_observed_at":"2026-08-13T22:02:22.754796Z","submitted_at":"2025-05-23T12:40:07Z","title":"NSNQuant: A Double Normalization Approach for Calibration-Free Low-Bit Vector Quantization of KV Cache","version":3},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T14:42:22.378319Z"},"links":{"cited_paper":"/paper/2504.18415","citing_paper":"/paper/2505.18231"},"observation_digest":"sha256:7a40559f9a1b8770064b94a217134ab4db6f65746c165eaced75ceb40f089582","observation_id":"50e1376b-fe23-4b48-b5f8-6a7a9f9b03e5","resolution":{"observed_at":"2026-08-07T14:42:22.378319Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.18415","last_updated":"2025-06-13T05:55:26Z","snapshot_observed_at":"2026-08-13T07:38:28.067742Z","submitted_at":"2025-04-25T15:17:52Z","title":"BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs","version":2},"cited_work":{"arxiv_id":"2504.18415","doi":"10.48550/arxiv.2504.18415","metadata_source":"arxiv_reference","pith_arxiv_id":"2504.18415","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Bitnet v2: Native 4-bit activations with hadamard transformation for 1-bit llms","venue":"ArXiv.org","work_id":"267956a7-4959-4a01-a655-717beccca9a4","year":2025},"citing_paper":{"arxiv_id":"2509.23582","last_updated":"2026-05-21T15:51:47Z","snapshot_observed_at":"2026-08-14T11:01:37.148361Z","submitted_at":"2025-09-28T02:35:12Z","title":"RobuQ: Pushing DiTs to W1.58A2 via Robust Activation Quantization","version":2},"reference_index":58,"source":"arxiv_source","source_observed_at":"2026-05-22T13:11:39.719989Z"},"links":{"cited_paper":"/paper/2504.18415","citing_paper":"/paper/2509.23582"},"observation_digest":"sha256:89a402a409d77442dad4003f9d2a48de11724593b176a5456eea930d6dcc25bb","observation_id":"945b6c6f-c070-4bbf-a661-0c4de652805b","resolution":{"observed_at":"2026-05-22T13:14:53.399771Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.18415","last_updated":"2025-06-13T05:55:26Z","snapshot_observed_at":"2026-08-13T07:38:28.067742Z","submitted_at":"2025-04-25T15:17:52Z","title":"BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs","version":2},"cited_work":{"arxiv_id":"2504.18415","doi":"10.48550/arxiv.2504.18415","metadata_source":"arxiv_reference","pith_arxiv_id":"2504.18415","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Bitnet v2: Native 4-bit activations with hadamard transformation for 1-bit llms","venue":"ArXiv.org","work_id":"267956a7-4959-4a01-a655-717beccca9a4","year":2025},"citing_paper":{"arxiv_id":"2604.19167","last_updated":"2026-04-21T07:25:02Z","snapshot_observed_at":"2026-07-06T23:05:53.378585Z","submitted_at":"2026-04-21T07:25:02Z","title":"LBLLM: Lightweight Binarization of Large Language Models via Three-Stage Distillation","version":1},"reference_index":91,"source":"arxiv_source","source_observed_at":"2026-05-10T03:04:14.900791Z"},"links":{"cited_paper":"/paper/2504.18415","citing_paper":"/paper/2604.19167"},"observation_digest":"sha256:621a3308ee6bbda8b865de3f040a47296b63a00a3647f6c218c37ee67a5e1034","observation_id":"a69e8672-a83f-4a76-a92c-d1521e6afb45","resolution":{"observed_at":"2026-05-11T12:46:04.939619Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.18415","last_updated":"2025-06-13T05:55:26Z","snapshot_observed_at":"2026-08-13T07:38:28.067742Z","submitted_at":"2025-04-25T15:17:52Z","title":"BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs","version":2},"cited_work":{"arxiv_id":"2504.18415","doi":"10.48550/arxiv.2504.18415","metadata_source":"arxiv_reference","pith_arxiv_id":"2504.18415","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Bitnet v2: Native 4-bit activations with hadamard transformation for 1-bit llms","venue":"ArXiv.org","work_id":"267956a7-4959-4a01-a655-717beccca9a4","year":2025},"citing_paper":{"arxiv_id":"2606.10520","last_updated":"2026-07-01T03:42:00Z","snapshot_observed_at":"2026-08-09T19:09:16.221499Z","submitted_at":"2026-06-09T07:50:52Z","title":"UniSVQ: 2-bit Unified Scalar-Vector Quantization","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-06-27T13:34:51.901256Z"},"links":{"cited_paper":"/paper/2504.18415","citing_paper":"/paper/2606.10520"},"observation_digest":"sha256:efceb0d1e3d80e00cbdda09faa8068c35686bb2692ceedb15f0bac3095d0d22d","observation_id":"2a3dea04-8080-41c6-94ff-25b96a1e7f70","resolution":{"observed_at":"2026-06-27T13:40:57.350237Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.18415","last_updated":"2025-06-13T05:55:26Z","snapshot_observed_at":"2026-08-13T07:38:28.067742Z","submitted_at":"2025-04-25T15:17:52Z","title":"BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs","version":2},"cited_work":{"arxiv_id":"2504.18415","doi":"10.48550/arxiv.2504.18415","metadata_source":"arxiv_reference","pith_arxiv_id":"2504.18415","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Bitnet v2: Native 4-bit activations with hadamard transformation for 1-bit llms","venue":"ArXiv.org","work_id":"267956a7-4959-4a01-a655-717beccca9a4","year":2025},"citing_paper":{"arxiv_id":"2606.10520","last_updated":"2026-07-01T03:42:00Z","snapshot_observed_at":"2026-08-09T19:09:16.221499Z","submitted_at":"2026-06-09T07:50:52Z","title":"UniSVQ: 2-bit Unified Scalar-Vector Quantization","version":2},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-07-02T22:49:45.611775Z"},"links":{"cited_paper":"/paper/2504.18415","citing_paper":"/paper/2606.10520"},"observation_digest":"sha256:073b3ac84d250fef58ca1c0f558abcf358f36d947e2804bfe616aeb3432ab7ad","observation_id":"c9a3316f-369f-4e4b-86d6-92385bb88c7a","resolution":{"observed_at":"2026-07-02T22:57:25.445456Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.18415","last_updated":"2025-06-13T05:55:26Z","snapshot_observed_at":"2026-08-13T07:38:28.067742Z","submitted_at":"2025-04-25T15:17:52Z","title":"BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs","version":2},"cited_work":{"arxiv_id":"2504.18415","doi":"10.48550/arxiv.2504.18415","metadata_source":"arxiv_reference","pith_arxiv_id":"2504.18415","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Bitnet v2: Native 4-bit activations with hadamard transformation for 1-bit llms","venue":"ArXiv.org","work_id":"267956a7-4959-4a01-a655-717beccca9a4","year":2025},"citing_paper":{"arxiv_id":"2606.13054","last_updated":"2026-06-11T08:37:20Z","snapshot_observed_at":"2026-08-08T04:41:50.401399Z","submitted_at":"2026-06-11T08:37:20Z","title":"TWLA: Achieving Ternary Weights and Low-Bit Activations for LLMs via Post-Training Quantization","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-06-27T07:37:59.122704Z"},"links":{"cited_paper":"/paper/2504.18415","citing_paper":"/paper/2606.13054"},"observation_digest":"sha256:5f42ceab78bb2ea113c55d417661f0329d1c227387ccd326e383adc65eafd037","observation_id":"99a44317-8b15-4c8d-a0e3-82096549ec41","resolution":{"observed_at":"2026-07-03T13:48:20.611359Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.18415","last_updated":"2025-06-13T05:55:26Z","snapshot_observed_at":"2026-08-13T07:38:28.067742Z","submitted_at":"2025-04-25T15:17:52Z","title":"BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs","version":2},"cited_work":{"arxiv_id":"2504.18415","doi":"10.48550/arxiv.2504.18415","metadata_source":"arxiv_reference","pith_arxiv_id":"2504.18415","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Bitnet v2: Native 4-bit activations with hadamard transformation for 1-bit llms","venue":"ArXiv.org","work_id":"267956a7-4959-4a01-a655-717beccca9a4","year":2025},"citing_paper":{"arxiv_id":"2606.26650","last_updated":"2026-06-25T06:24:02Z","snapshot_observed_at":"2026-08-07T13:58:30.530066Z","submitted_at":"2026-06-25T06:24:02Z","title":"CAT-Q: Cost-efficient and Accurate Ternary Quantization for LLMs","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-06-26T05:21:12.916984Z"},"links":{"cited_paper":"/paper/2504.18415","citing_paper":"/paper/2606.26650"},"observation_digest":"sha256:541a68a85c4788eeb19790855f680e2afc0299f825b611078954bbb7a88f27fd","observation_id":"55d2d64f-ff92-4415-bd68-72975c61e5b5","resolution":{"observed_at":"2026-07-04T13:19:50.572601Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2504.18415/citation-record","integrity":"/paper/2504.18415/integrity","json":"/paper/2504.18415/citation-record.json","paper":"/paper/2504.18415"},"outbound":[],"paper":{"arxiv_id":"2504.18415","last_updated":"2025-06-13T05:55:26Z","latest_version":2,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-13T07:38:28.067742Z","submitted_at":"2025-04-25T15:17:52Z","title":"BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs"},"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":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2504.18415."}