Paper Citation Record · LEDGER

Binary Classifier Optimization for Large Language Model Alignment

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2404.04656.

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

pith.paper-citation-record.v1
2404.04656 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:31:22.006817Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T09:16:17.418938Z

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 215ab374-4403-4f4c-92f2-561f076fcc30 · inbound

Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization cites this paper.

Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization Binary Classifier Optimization for Large Language Model Alignment

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:16:17.421275Z

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 197dbeae-0714-4cb4-b632-28d1edc8729f · inbound

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models cites this paper.

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Binary Classifier Optimization for Large Language Model Alignment

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:41:08.328045Z

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 e90a8382-15d9-4b7c-9f5a-00edaafa5fb3 · inbound

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization cites this paper.

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization Binary Classifier Optimization for Large Language Model Alignment

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:22.006817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a1a6fd7-8d94-4be8-b94b-23aeb907ce0b · inbound

MCP Safety Training: Learning to Refuse Falsely Benign MCP Exploits using Improved Preference Alignment cites this paper.

MCP Safety Training: Learning to Refuse Falsely Benign MCP Exploits using Improved Preference Alignment Binary Classifier Optimization for Large Language Model Alignment

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:46:11.660876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d45f9da3-cae2-44f7-8584-3cb0b65e4eb1 · inbound

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment cites this paper.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Binary Classifier Optimization for Large Language Model Alignment

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:17.153687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e17c4414-c72f-49e8-a4e8-a4ca06848e75 · inbound

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency cites this paper.

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency Binary Classifier Optimization for Large Language Model Alignment

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:58:59.148810Z

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 e8de6e8f-cc7f-410c-af2c-487582d5693e · inbound

Relative Density Ratio Optimization for Stable and Statistically Consistent Model Alignment cites this paper.

Relative Density Ratio Optimization for Stable and Statistically Consistent Model Alignment Binary Classifier Optimization for Large Language Model Alignment

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:35:49.293995Z

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 e7de0f81-cf0e-4e45-a68c-22cf781af60a · inbound

Leveraging RAG for Training-Free Alignment of LLMs cites this paper.

Leveraging RAG for Training-Free Alignment of LLMs Binary Classifier Optimization for Large Language Model Alignment

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:42:08.131924Z

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.