Pith. sign in

Paper Citation Record · LEDGER

Speak & Improve Challenge 2025: Tasks and Baseline Systems

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2412.11985.

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

pith.paper-citation-record.v1
2412.11985 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:44:24.194193Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T22:53:14.221820Z

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 69c5b450-0889-447d-9850-2685f06fd40e · inbound

Scaling and Prompting for Improved End-to-End Spoken Grammatical Error Correction cites this paper.

Scaling and Prompting for Improved End-to-End Spoken Grammatical Error Correction Speak & Improve Challenge 2025: Tasks and Baseline Systems

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T13:44:24.194193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:44:24.194193Z digest=sha256:13dbcadd7e9bca71cdd8bc592caefac30a0df29901895448c86e8589a9e914c3

Observation a059604f-028d-4eab-b583-3dedb858791f · inbound

Assessment of L2 Oral Proficiency using Speech Large Language Models cites this paper.

Assessment of L2 Oral Proficiency using Speech Large Language Models Speak & Improve Challenge 2025: Tasks and Baseline Systems

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T13:43:11.403974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:43:11.403974Z digest=sha256:536db0a62551c612fb23f3a5082be4ad90b6c8e1a28b8a8d3ab3437054d38566

Observation f2d717d6-9c1b-438e-a565-d282df34e47d · inbound

Acoustically Precise Hesitation Tagging Is Essential for End-to-End Verbatim Transcription Systems cites this paper.

Acoustically Precise Hesitation Tagging Is Essential for End-to-End Verbatim Transcription Systems Speak & Improve Challenge 2025: Tasks and Baseline Systems

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T10:52:25.808700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:52:25.808700Z digest=sha256:2d8805cd67d8b6af8ae154025cb72ec640df30b1888812fe67c80488a69b9ac3

Observation 11804c75-0205-4443-ade5-646d547cd6ca · inbound

The NTNU System at the S&I Challenge 2025 SLA Open Track cites this paper.

The NTNU System at the S&I Challenge 2025 SLA Open Track Speak & Improve Challenge 2025: Tasks and Baseline Systems

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T10:28:16.375513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:28:16.375513Z digest=sha256:6cea8191e2b821558b2b1acae4900ad65ef7f335a648a0de824f4ae3dac38fb7

Observation c08e5c40-7121-4157-9d9b-409e351c9d1b · inbound

End-to-End Spoken Grammatical Error Correction cites this paper.

End-to-End Spoken Grammatical Error Correction Speak & Improve Challenge 2025: Tasks and Baseline Systems

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T23:21:08.404685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:21:08.404685Z digest=sha256:256990508c9663a95c374af3c81d45f9fb1bede7495b674e2dd2353c48312135

Observation ba9c11ea-3c95-4a48-a7bb-601058e2c7d9 · inbound

Natural Language-based Assessment of L2 Oral Proficiency using LLMs cites this paper.

Natural Language-based Assessment of L2 Oral Proficiency using LLMs Speak & Improve Challenge 2025: Tasks and Baseline Systems

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T17:43:16.799405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:43:16.799405Z digest=sha256:0f633867e7496705b0c2184cca41c58a8ecf573c29f5eeaaefddbb3916571a98

Observation f296bc3e-e900-499d-9f0c-0fe70d20915d · inbound

Listen, Correct, and Feed Back: Spoken Pedagogical Feedback Generation cites this paper.

Listen, Correct, and Feed Back: Spoken Pedagogical Feedback Generation Speak & Improve Challenge 2025: Tasks and Baseline Systems

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-14T22:53:14.226019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-14T22:52:39.008345Z digest=sha256:2bce56a577d6e47f61559bcc4dea918e5327469e4a543bf0186888e3563a4564

Observation 552c467e-51db-4dea-95a2-5650271c7a4a · inbound

Bias Analysis of L2 Speaking Assessment Systems Using Concept Activation Vectors cites this paper.

Bias Analysis of L2 Speaking Assessment Systems Using Concept Activation Vectors Speak & Improve Challenge 2025: Tasks and Baseline Systems

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:55.694472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:55.694472Z digest=sha256:f6f94595653b9df61e84a059c46ad417dc0398d86befbef84b17f27e7129e520