Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Talk2BEV: Language-enhanced Bird's-eye View Maps for Autonomous Driving
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2310.02251.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-09T11:14:08.566354Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-17T10:58:53.547987Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 1e9eef02-0efd-456c-94ff-38415b8e4f5d · inbound
Aligning Modalities in Vision Large Language Models via Preference Fine-tuning cites this paper.
Aligning Modalities in Vision Large Language Models via Preference Fine-tuning Talk2BEV: Language-enhanced Bird's-eye View Maps for Autonomous Driving
Reference 150
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T10:58:53.550036Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 62006ed6-2481-446e-9e71-85b6b8096197 · inbound
SD++: Enhancing Standard Definition Maps by Incorporating Road Knowledge using LLMs cites this paper.
SD++: Enhancing Standard Definition Maps by Incorporating Road Knowledge using LLMs Talk2BEV: Language-enhanced Bird's-eye View Maps for Autonomous Driving
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T11:14:08.566354Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f99edaab-a25e-4db3-aee3-3df1e395062c · inbound
Occ-LLM: Enhancing Autonomous Driving with Occupancy-Based Large Language Models cites this paper.
Occ-LLM: Enhancing Autonomous Driving with Occupancy-Based Large Language Models Talk2BEV: Language-enhanced Bird's-eye View Maps for Autonomous Driving
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T15:33:48.306201Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.