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Paper Citation Record · LEDGER

On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2409.03650.

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

pith.paper-citation-record.v1
2409.03650 v2

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 2026-08-19T06:32:44.657259+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T19:56:28.735011Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T13:49:14.274811Z

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 3e3f52cc-106b-49cc-a082-07622696c53c · inbound

Reward-aware Preference Optimization: A Unified Mathematical Framework for Model Alignment cites this paper.

Reward-aware Preference Optimization: A Unified Mathematical Framework for Model Alignment On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-09T19:56:28.735011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T19:56:28.735011Z digest=sha256:6a1c358f1a2c28073b173cfa545e07c7dd2b026f9237e07fd39bcdbcca6e077b

Observation ce6ea5a6-77d4-4dbc-9a9f-579e7aa307f3 · inbound

Reveal the Mystery of DPO: The Connection between DPO and RL Algorithms cites this paper.

Reveal the Mystery of DPO: The Connection between DPO and RL Algorithms On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-09T06:04:01.627420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T06:04:01.627420Z digest=sha256:f01c6b49e69ea1b6a6a83b800322db252e2bede5cb1195d3bf3db8a7ca7f54b4

Observation 08f0ace7-0ead-474d-aaaf-3a7fb6b1e2fe · inbound

Explicit Preference Optimization: No Need for an Implicit Reward Model cites this paper.

Explicit Preference Optimization: No Need for an Implicit Reward Model On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T05:40:17.941137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:40:17.941137Z digest=sha256:4a173ffdfcbfade0c9bd28b1cee04488a6fd0845b02eb02c21990b8fd25ce7a0

Observation 90df85d0-0cb4-48ec-a842-12ca096028a7 · inbound

A Survey on Large Language Models for Mathematical Reasoning cites this paper.

A Survey on Large Language Models for Mathematical Reasoning On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:47.346879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:14:47.346879Z digest=sha256:dfa92069c6af886d10df62bdb91f771529aa05862fbf1df47d203ffb862def80

Observation fe9e3cb7-3729-47c1-9aab-1d4e935edfe0 · inbound

SGPO: Self-Generated Preference Optimization based on Self-Improver cites this paper.

SGPO: Self-Generated Preference Optimization based on Self-Improver On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-06T13:49:14.414833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T13:49:11.026985Z digest=sha256:f96cbd6a5ff3de5f02ccaad8af1640aa95c2b5fec394ce0d64511bd22df225fa