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Paper Citation Record · LEDGER

Q-SFT: Q-Learning for Language Models via Supervised Fine-Tuning

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2411.05193.

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

pith.paper-citation-record.v1
2411.05193 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:54:49.821661Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T07:59:40.183441Z

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 f97dd5a8-7a18-4ff5-b2f4-fbb033ad99b5 · inbound

Implicit Reward as the Bridge: A Unified View of SFT and DPO Connections cites this paper.

Implicit Reward as the Bridge: A Unified View of SFT and DPO Connections Q-SFT: Q-Learning for Language Models via Supervised Fine-Tuning

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T00:54:49.821661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:54:49.821661Z digest=sha256:f53f4fd46fb24947dcccc85f6ce2b905baf18d8eeea3573fb7d05a7e82cbe659

Observation 7bfc2373-26c3-421d-bc93-94b66b9ae816 · inbound

Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning cites this paper.

Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning Q-SFT: Q-Learning for Language Models via Supervised Fine-Tuning

Reference 71

Resolution
verified exact
arxiv_id, observed 2026-07-04T07:59:40.184749Z

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=2026-06-26T12:15:08.304150Z digest=sha256:88ad5b196bd502d1be015c3e69c5743fdc4713cee9e41ef86b1fef867b8e45cb