Pith. sign in

Paper Citation Record · LEDGER

More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2501.04070.

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

pith.paper-citation-record.v1
2501.04070 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T23:52:00.848124Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T21:22:08.743965Z

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 4e206ae0-8a18-4fc5-9b2c-cbfcb2447eb9 · inbound

Exploring Imbalanced Annotations for Effective In-Context Learning cites this paper.

Exploring Imbalanced Annotations for Effective In-Context Learning More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-08T23:52:00.848124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:52:00.848124Z digest=sha256:80a87c8e645cead10ff308fcedf666acfa3d89113b8ca8596086f8f01483920e

Observation 4d71a072-2d14-4d41-9bb1-51040cc60877 · inbound

A Survey of Scaling in Large Language Model Reasoning cites this paper.

A Survey of Scaling in Large Language Model Reasoning More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives

Reference 253

Resolution
verified exact
arxiv_id, observed 2026-05-22T21:22:08.747454Z

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=2026-05-22T21:20:07.238992Z digest=sha256:1486e013a31946fdcc05a4e4720f8823b873395f6529e7a52be5e4d66c8eee48

Observation 4d8ec9e0-19d2-412d-9d3e-c99b73549966 · inbound

MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning cites this paper.

MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:45.969946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:45.969946Z digest=sha256:5748517b9b26084f0b88d566bbb78b231e8f05db80ec915fad27831c638f5617

Observation ce9c8495-4890-4feb-bc17-46e194b2f28b · inbound

Soft Head Selection for Injecting ICL-Derived Task Embeddings cites this paper.

Soft Head Selection for Injecting ICL-Derived Task Embeddings More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-19T02:41:59.712863Z

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=2026-05-19T02:41:52.906516Z digest=sha256:1b587e8b38a58be96bdae3bc29bcdae6802b0bbb7b18d1adaf57b456960abf24