Paper Citation Record · LEDGER

On Softmax Direct Preference Optimization for Recommendation

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 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 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:27:36.791252Z

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 54a4fae7-86a3-4061-b5c8-7a4506657d87 · inbound

Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking cites this paper.

Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking On Softmax Direct Preference Optimization for Recommendation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T22:58:38.524165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3caf8c4f-9b2e-4398-a553-7db4283ccac9 · inbound

Language Representation Favored Zero-Shot Cross-Domain Cognitive Diagnosis cites this paper.

Language Representation Favored Zero-Shot Cross-Domain Cognitive Diagnosis On Softmax Direct Preference Optimization for Recommendation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T19:06:25.032843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d18f5ef-be66-44c5-ae50-cd093331c008 · inbound

Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation cites this paper.

Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation On Softmax Direct Preference Optimization for Recommendation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T13:33:57.544882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d81c4bbe-ef1f-4e95-a20b-9f4be29fe3b7 · inbound

AdaViP: Aligning Multi-modal LLMs via Adaptive Vision-enhanced Preference Optimization cites this paper.

AdaViP: Aligning Multi-modal LLMs via Adaptive Vision-enhanced Preference Optimization On Softmax Direct Preference Optimization for Recommendation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T11:27:36.791252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94fddb47-855c-4353-9a27-da86c50881f3 · inbound

Bridge the Domains: Large Language Models Enhanced Cross-domain Sequential Recommendation cites this paper.

Bridge the Domains: Large Language Models Enhanced Cross-domain Sequential Recommendation On Softmax Direct Preference Optimization for Recommendation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:00.750600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 e2f393d3-b271-434d-bc19-19447d0239a6 · inbound

LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation cites this paper.

LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation On Softmax Direct Preference Optimization for Recommendation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:22.625006Z

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 2026-08-16T06:30:59.297886+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 8185fc33-9f35-4393-ab53-a497484015fe · inbound

Model-agnostic post-hoc explainability for recommender systems cites this paper.

Model-agnostic post-hoc explainability for recommender systems On Softmax Direct Preference Optimization for Recommendation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T16:07:31.269548Z

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 2026-08-16T06:30:59.297886+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.