Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2201.11838.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:46:37.786768Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T08:39:42.314483Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation d304e22b-5c9b-4bf8-b62b-7dc5c6941313 · inbound
DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fcfa6d03-c140-4c10-a9eb-c9d0d074c926 · inbound
Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4cd3c85-5498-472c-a1fb-5b9de9bf7077 · inbound
BioClinical ModernBERT: A State-of-the-Art Long-Context Encoder for Biomedical and Clinical NLP Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d43ddcc5-aba7-4870-873d-a39784d0f661 · inbound
ImmunoFOMO: Are Language Models missing what oncologists see? Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c260ea40-f35a-4f49-b712-efdf6d756d45 · inbound
Can human clinical rationales improve the performance and explainability of clinical text classification models? Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ee8fdd1-d3ff-499f-a6ae-e2e0b0d6287d · inbound
A Clinical Point Cloud Paradigm for In-Hospital Mortality Prediction from Multi-Level Incomplete Multimodal EHRs Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5ef4fcc6-6eae-4bb7-b927-44b2c4be2020 · inbound
CLIP Architecture for Abdominal CT Image-Text Alignment and Zero-Shot Learning: Investigating Batch Composition and Data Scaling Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2f87c7b6-4d04-4005-a72d-a1f442be7f39 · inbound
Knowledge-driven Augmentation and Retrieval for Integrative Temporal Adaptation Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cf03de8f-c71c-456d-9bcf-e467adcac414 · inbound
UCSF-PDGM-VQA: Visual Question Answering dataset for brain tumor MRI interpretation Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cd0fb72f-fdab-4cb3-91a1-22bb091c1579 · inbound
UCSF-PDGM-VQA: Visual Question Answering dataset for brain tumor MRI interpretation Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 585cf413-cafc-4a74-a107-ee627850cc05 · inbound
Efficient Multimodal Clinical Question Answering for Pulmonary Embolism Risk Assessment Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5cffe008-9c71-4ed1-a6d2-7fb0b0c14d08 · inbound
Pattern-Calibrated Multimodal Prediction under Blockwise Missingness Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Reference 114
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f5165f37-d373-4057-a812-a65426d2fb35 · inbound
Multimodal Semantic-Aware Contrastive Learning For False Negative Mitigation in 3D Medical Imaging Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec230154-fd8f-468d-a5d4-c43d99295f36 · inbound
LLM4EHR: Aligning Clinical Time Series with Medical Event Sequences via Large Language Models Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.