Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2502.20082.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T12:17:16.325986Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-29T19:03:51.825416Z
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 e0b97536-1d38-4cec-920f-bd53d549d4e3 · inbound
Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training LongRoPE2: Near-Lossless LLM Context Window Scaling
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1d025903-056e-4655-914a-3f23dad7422a · inbound
COMPASS: COntinual Multilingual PEFT with Adaptive Semantic Sampling LongRoPE2: Near-Lossless LLM Context Window Scaling
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ecd34906-911a-4262-8a5b-1f7e9c7b3bfe · inbound
Mitigating Position Bias in Transformers via Layer-Specific Positional Embedding Scaling LongRoPE2: Near-Lossless LLM Context Window Scaling
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ccb51f16-466e-40c4-bb97-49d391759ce0 · inbound
AdaRoPE: Not All Attention Heads Should Rotate and Scale Equally LongRoPE2: Near-Lossless LLM Context Window Scaling
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.