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Paper Citation Record · LEDGER

MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.11315.

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

pith.paper-citation-record.v1
2503.11315 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:08:18.812315Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T17:34:02.993507Z

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 d24fb121-cf20-4d97-9c81-0863c290eca7 · inbound

MLLM-based Speech Recognition: When and How is Multimodality Beneficial? cites this paper.

MLLM-based Speech Recognition: When and How is Multimodality Beneficial? MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T18:08:18.812315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:08:18.812315Z digest=sha256:15cbaa9718f15fdb212c9eae63e508573b69125da4cd59338e33f73ce8d1a6e2

Observation 9f5fa781-25c0-46e3-9844-bdff186365df · inbound

Seeing is Believing: Emotion-Aware Audio-Visual Language Modeling for Expressive Speech Generation cites this paper.

Seeing is Believing: Emotion-Aware Audio-Visual Language Modeling for Expressive Speech Generation MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-05T17:34:03.090588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-05T17:34:01.706260Z digest=sha256:4aa5bbe2e42ea3f125c01cdf5536af73a23ea56138f2c85dd4bddccb206339d6