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Paper Citation Record · LEDGER

InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.02769.

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

pith.paper-citation-record.v1
2503.02769 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 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:58:41.275667Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T16:46:49.407048Z

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 bed4a7ab-c49e-4df2-8453-db75df57dc7e · inbound

TESU-LLM: Training Speech-LLMs Without Speech via Unified Encoder Alignment cites this paper.

TESU-LLM: Training Speech-LLMs Without Speech via Unified Encoder Alignment InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T11:58:41.275667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:58:41.275667Z digest=sha256:1b13157e8daf5b15a194cc16ad3b41fdaa91effc2ca930d47be638a4abc76dfe

Observation b3502b97-07a2-4492-a9f7-d06e1864cb13 · inbound

Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs cites this paper.

Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-05T16:46:49.412149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T16:46:49.237800Z digest=sha256:57a45f40dc2a46c0b2512bddcf6acc0f0ff641f7750fd28073e017e043b1c71e