Paper Citation Record · LEDGER

EvA: An Evidence-First Audio Understanding Paradigm for LALMs

As of 6 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2603.27667.

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

pith.paper-citation-record.v1
2603.27667 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T16:50:28.996341Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 27bde799-b3b5-4866-86e4-ecf1e2a11ab2 · outbound

This paper cites FusionAudio-1.2M: Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion.

EvA: An Evidence-First Audio Understanding Paradigm for LALMs FusionAudio-1.2M: Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T16:50:28.996341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 807caf8f-a394-43e0-8e96-8cd188daff0d · outbound

This paper cites GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities.

EvA: An Evidence-First Audio Understanding Paradigm for LALMs GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T16:50:28.996341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a0c47a3-3ba3-41f2-8bb2-793b3fdfb835 · outbound

This paper cites CochlScene: Acquisition of acoustic scene data using crowdsourcing.

EvA: An Evidence-First Audio Understanding Paradigm for LALMs CochlScene: Acquisition of acoustic scene data using crowdsourcing

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T16:50:28.996341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ede861f-5073-428c-90f0-0bfd6a8481af · outbound

This paper cites MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark.

EvA: An Evidence-First Audio Understanding Paradigm for LALMs MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T16:50:28.996341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92adc893-b4b7-4b3b-9e1e-08235a0165ac · outbound

This paper cites SALMONN: Towards Generic Hearing Abilities for Large Language Models.

EvA: An Evidence-First Audio Understanding Paradigm for LALMs SALMONN: Towards Generic Hearing Abilities for Large Language Models

Reference 5

Resolution: malformed identifier; no resolver link, observed 2026-07-13T16:50:28.996341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e322eaa1-e4a3-4615-b8fc-0a1086b297a2 · outbound

This paper cites Give priority to audio tags.

EvA: An Evidence-First Audio Understanding Paradigm for LALMs Give priority to audio tags

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T16:50:28.996341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9015651-3c7b-4e08-9118-7f6ea8f479ea · outbound

This paper cites plane), multiple possible sources, or common perceptual misinterpretations.Never include visual-based ambiguities.

EvA: An Evidence-First Audio Understanding Paradigm for LALMs plane), multiple possible sources, or common perceptual misinterpretations.Never include visual-based ambiguities

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T16:50:28.996341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd77ba0a-0745-4e62-b1e1-8b0fbaa86c65 · outbound

This paper cites sounds like.

EvA: An Evidence-First Audio Understanding Paradigm for LALMs sounds like

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T16:50:28.996341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ecccdbe-ee46-4ad4-ba6f-25e6908e0751 · outbound

This paper cites Do not invent facts beyond what the description supports.

EvA: An Evidence-First Audio Understanding Paradigm for LALMs Do not invent facts beyond what the description supports

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T16:50:28.996341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa1b98dc-e537-4d73-a69a-f28a31786b15 · outbound

This paper cites Each line is one JSON object.

EvA: An Evidence-First Audio Understanding Paradigm for LALMs Each line is one JSON object

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T16:50:28.996341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea85cc09-b45f-4b78-814d-7b46395fb80d · outbound

This paper cites No trailing commas.

EvA: An Evidence-First Audio Understanding Paradigm for LALMs No trailing commas

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T16:50:28.996341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 933f0ce4-b1b2-465b-afaa-f148f4fb996d · outbound

This paper cites an unresolved cited work.

EvA: An Evidence-First Audio Understanding Paradigm for LALMs Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T16:50:28.996341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f2ab78d-a599-48ef-8f66-7f52d31bf4ca · outbound

This paper cites Provide exact words/phrases taken from the description that justify the answer.

EvA: An Evidence-First Audio Understanding Paradigm for LALMs Provide exact words/phrases taken from the description that justify the answer

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T16:50:28.996341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e13bbce6-1349-4198-9ea7-68efd2c49ce4 · outbound

This paper cites Set it to trueonlyfor the most difficult items in the batch; otherwise false.

EvA: An Evidence-First Audio Understanding Paradigm for LALMs Set it to trueonlyfor the most difficult items in the batch; otherwise false

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T16:50:28.996341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c36dee1-09fa-4d64-858e-80d15018b0e3 · outbound

This paper cites caption/description/text.

EvA: An Evidence-First Audio Understanding Paradigm for LALMs caption/description/text

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T16:50:28.996341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.