Paper Citation Record · LEDGER

EMMA: Efficient Visual Alignment in Multi-Modal LLMs

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2410.02080.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2410.02080 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:52:20.570468Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-12T08:36:26.507801Z

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 7553f00d-4b45-46b2-a213-2e46d7755918 · inbound

Towards Unified Benchmark and Models for Multi-Modal Perceptual Metrics cites this paper.

Towards Unified Benchmark and Models for Multi-Modal Perceptual Metrics EMMA: Efficient Visual Alignment in Multi-Modal LLMs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T15:52:20.570468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c09e9d8c-ef48-4e3b-88f3-ce1ffe55edca · inbound

Phi-Ground Tech Report: Advancing Perception in GUI Grounding cites this paper.

Phi-Ground Tech Report: Advancing Perception in GUI Grounding EMMA: Efficient Visual Alignment in Multi-Modal LLMs

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T10:28:56.053300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 912c348b-6a3c-48db-96fc-aa5f64be68fc · inbound

Sample-efficient Integration of New Modalities into Large Language Models cites this paper.

Sample-efficient Integration of New Modalities into Large Language Models EMMA: Efficient Visual Alignment in Multi-Modal LLMs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T06:00:27.415722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee032fc4-695d-48bd-8a83-3d241d46cd99 · inbound

SYNCR: A Cross-Video Reasoning Benchmark with Synthetic Grounding cites this paper.

SYNCR: A Cross-Video Reasoning Benchmark with Synthetic Grounding EMMA: Efficient Visual Alignment in Multi-Modal LLMs

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:36:26.511121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.