Pith. sign in

Paper Citation Record · LEDGER

Human Still Wins over LLM: An Empirical Study of Active Learning on Domain-Specific Annotation Tasks

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2311.09825.

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

pith.paper-citation-record.v1
2311.09825 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T19:34:11.928319Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T23:42:38.038529Z

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 ced65af0-b897-471e-b893-ddd4150c1341 · inbound

DEUCE: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning cites this paper.

DEUCE: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning Human Still Wins over LLM: An Empirical Study of Active Learning on Domain-Specific Annotation Tasks

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-09T19:34:11.928319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T19:34:11.928319Z digest=sha256:7996e1928ee128f6b49b4168e16d4369af397cb8bb02b687f15d65f51c0402d1

Observation 4a05a51a-da9d-4216-8fed-8a01f3742908 · inbound

ALPET: Active Few-shot Learning for Citation Worthiness Detection in Low-Resource Wikipedia Languages cites this paper.

ALPET: Active Few-shot Learning for Citation Worthiness Detection in Low-Resource Wikipedia Languages Human Still Wins over LLM: An Empirical Study of Active Learning on Domain-Specific Annotation Tasks

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-09T05:17:23.786088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T05:17:23.786088Z digest=sha256:d69ceea83763f87488a1a7aafb75ed916fc09c512027a4128adc2cbebd306ea6

Observation 441046ca-c6de-4b24-8cc8-e8503583f99e · inbound

HarmonyCut: Supporting Creative Chinese Paper-cutting Design with Form and Connotation Harmony cites this paper.

HarmonyCut: Supporting Creative Chinese Paper-cutting Design with Form and Connotation Harmony Human Still Wins over LLM: An Empirical Study of Active Learning on Domain-Specific Annotation Tasks

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-08T12:10:43.237186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T12:10:43.237186Z digest=sha256:3129d1bb92c939d06a7d41459c57dfdb4a48c836548b2df2a65de37f35b5195b

Observation 942fb8aa-a2d7-4575-84de-d537d1f6f970 · inbound

Conflicting narratives and polarization on social media cites this paper.

Conflicting narratives and polarization on social media Human Still Wins over LLM: An Empirical Study of Active Learning on Domain-Specific Annotation Tasks

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T15:32:35.217215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:32:35.217215Z digest=sha256:f1229aa0d8cb2e96308a95fed891044025b7f2d4fe99876f88ce0dcec1b7ea5a

Observation da36933e-0fa5-4f65-942f-214a5751d954 · inbound

A Multi-Stage Large Language Model Framework for Extracting Suicide-Related Social Determinants of Health cites this paper.

A Multi-Stage Large Language Model Framework for Extracting Suicide-Related Social Determinants of Health Human Still Wins over LLM: An Empirical Study of Active Learning on Domain-Specific Annotation Tasks

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-05T23:42:38.042607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T23:42:37.753172Z digest=sha256:703f7cbe6e72d888ec1efbbd742be663ea58de0c1b515f0c2b805d3ec59dfedb