Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Empathetic Response in Audio-Visual Conversations Using Emotion Preference Optimization and MambaCompressor
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.17572.
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 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T14:43:41.803976Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T15:45:24.804760Z
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 8be402c9-2cd2-47a7-843b-f576b414bafe · inbound
From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities cites this paper.
From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities Empathetic Response in Audio-Visual Conversations Using Emotion Preference Optimization and MambaCompressor
Reference 2013
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:43:41.803976Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34f966e3-3dba-4aba-b5f2-4f20a633406c · inbound
Mentalic Net: Development of RAG-based Conversational AI and Evaluation Framework for Mental Health Support cites this paper.
Mentalic Net: Development of RAG-based Conversational AI and Evaluation Framework for Mental Health Support Empathetic Response in Audio-Visual Conversations Using Emotion Preference Optimization and MambaCompressor
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T15:45:24.834745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.