Pith. sign in

Paper Citation Record · LEDGER

Challenges and Future Directions of Data-Centric AI Alignment

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2410.01957.

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

pith.paper-citation-record.v1
2410.01957 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:15:22.733585Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T19:59:39.703461Z

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 5c888fa5-67c1-4b57-a5eb-a607d4ba7166 · inbound

Risk-aware Direct Preference Optimization under Nested Risk Measure cites this paper.

Risk-aware Direct Preference Optimization under Nested Risk Measure Challenges and Future Directions of Data-Centric AI Alignment

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T14:15:22.733585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:15:22.733585Z digest=sha256:a69d396c115f95e370866a2252fb5acf8b692ba124002c0432598b0bfc6f6f44

Observation 782aba1f-e6cb-4374-a701-b56451811f89 · inbound

Aligning Language Models with Observational Data: Opportunities and Risks from a Causal Perspective cites this paper.

Aligning Language Models with Observational Data: Opportunities and Risks from a Causal Perspective Challenges and Future Directions of Data-Centric AI Alignment

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T12:16:14.584356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:16:14.584356Z digest=sha256:840ce81a508826c956a1868c0f954ec5a9ea8b7b2f56480303e04e4832fb6e64

Observation 51bca18b-e073-4c5f-90a7-b2ccf62e6fdf · inbound

A Technical Survey of Reinforcement Learning Techniques for Large Language Models cites this paper.

A Technical Survey of Reinforcement Learning Techniques for Large Language Models Challenges and Future Directions of Data-Centric AI Alignment

Reference 20

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T19:59:39.743041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T19:59:28.586435Z digest=sha256:e7232c797c4550b3dc25edcb0ee475200f8ac47fb63a361d66389a24a190e1bd