Paper Citation Record · LEDGER

On Softmax Direct Preference Optimization for Recommendation

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2406.09215.

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

pith.paper-citation-record.v1
2406.09215 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:52:20.737033Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T06:12:07.183224Z

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 7dd27941-252e-4501-b937-392cfaf8d324 · inbound

Bridging the Gap: Self-Optimized Fine-Tuning for LLM-based Recommender Systems cites this paper.

Bridging the Gap: Self-Optimized Fine-Tuning for LLM-based Recommender Systems On Softmax Direct Preference Optimization for Recommendation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:52:20.737033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a056e33-371f-4d29-be1d-44dd0b141a0a · inbound

K-order Ranking Preference Optimization for Large Language Models cites this paper.

K-order Ranking Preference Optimization for Large Language Models On Softmax Direct Preference Optimization for Recommendation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:57.548054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddf04fbe-c9bd-4099-bdcf-30c220db718f · inbound

OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion cites this paper.

OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion On Softmax Direct Preference Optimization for Recommendation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T05:52:06.324152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27f72de6-d020-4950-adcf-811ecb1f854f · inbound

Architecture is All You Need: Improving LLM Recommenders by Dropping the Text cites this paper.

Architecture is All You Need: Improving LLM Recommenders by Dropping the Text On Softmax Direct Preference Optimization for Recommendation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T23:53:55.075833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60ff1f0c-ca0b-4374-98c0-617cd29ac5eb · inbound

CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models cites this paper.

CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models On Softmax Direct Preference Optimization for Recommendation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T01:00:02.848067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fad1daed-fa3a-4b89-9834-89612dc169fb · inbound

Listwise Preference Alignment Optimization for Tail Item Recommendation cites this paper.

Listwise Preference Alignment Optimization for Tail Item Recommendation On Softmax Direct Preference Optimization for Recommendation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T20:41:39.479977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24526583-bcc9-4d3f-862a-9cecab13d95f · inbound

From Fragments to Facts: A Curriculum-Driven DPO Approach for Generating Hindi News Veracity Explanations cites this paper.

From Fragments to Facts: A Curriculum-Driven DPO Approach for Generating Hindi News Veracity Explanations On Softmax Direct Preference Optimization for Recommendation

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-19T06:12:07.185925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2704fad7-c4c6-4742-a6ed-fccbf8d77064 · inbound

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models cites this paper.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models On Softmax Direct Preference Optimization for Recommendation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:00.797289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80673dda-7453-4243-88fc-e6f7a97f22c4 · inbound

MASS-DPO: Multi-negative Active Sample Selection for Direct Policy Optimization cites this paper.

MASS-DPO: Multi-negative Active Sample Selection for Direct Policy Optimization On Softmax Direct Preference Optimization for Recommendation

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:31:24.667019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 93f58120-0ddf-4593-b5ef-8a10bf9d1858 · inbound

LBR: Towards Mitigating Length Bias in Large Language Models for Recommendation cites this paper.

LBR: Towards Mitigating Length Bias in Large Language Models for Recommendation On Softmax Direct Preference Optimization for Recommendation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T20:29:43.700229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a11a2abc-46f6-4e0e-93aa-17f9b87f18dc · inbound

Hierarchical Residual Policy Optimization for Generative Recommendations cites this paper.

Hierarchical Residual Policy Optimization for Generative Recommendations On Softmax Direct Preference Optimization for Recommendation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T00:28:19.449017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.