Paper Citation Record · LEDGER

Entropy-guided sequence weighting for efficient exploration in RL-based LLM fine-tuning

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2503.22456.

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

pith.paper-citation-record.v1
2503.22456 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:33:13.768115Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b5733a34-d768-4531-951c-a097a1919ec1 · inbound

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding cites this paper.

TableMoE: Neuro-Symbolic Routing for Structured Expert Reasoning in Multimodal Table Understanding Entropy-guided sequence weighting for efficient exploration in RL-based LLM fine-tuning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:13.768115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6552af1-c61e-4232-b173-973651c25c94 · inbound

Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents cites this paper.

Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents Entropy-guided sequence weighting for efficient exploration in RL-based LLM fine-tuning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T19:28:59.417616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1294c935-e5b1-4925-b805-df84a6fff01d · inbound

Learning to Explore: Scaling Agentic Reasoning via Exploration-Aware Policy Optimization cites this paper.

Learning to Explore: Scaling Agentic Reasoning via Exploration-Aware Policy Optimization Entropy-guided sequence weighting for efficient exploration in RL-based LLM fine-tuning

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-12T03:01:17.863349Z

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.

Observation 91133fbb-c425-415c-ae9d-31ed4bab86e3 · inbound

Learning to Explore: Scaling Agentic Reasoning via Exploration-Aware Policy Optimization cites this paper.

Learning to Explore: Scaling Agentic Reasoning via Exploration-Aware Policy Optimization Entropy-guided sequence weighting for efficient exploration in RL-based LLM fine-tuning

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:17:07.678924Z

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.

Observation 95821a84-217a-4c7f-99f6-b6c29d675700 · inbound

When Policy Entropy Constraint Fails: Preserving Diversity in Flow-based RLHF via Perceptual Entropy cites this paper.

When Policy Entropy Constraint Fails: Preserving Diversity in Flow-based RLHF via Perceptual Entropy Entropy-guided sequence weighting for efficient exploration in RL-based LLM fine-tuning

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:52:22.281254Z

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.

Observation 2f995d35-d880-43d5-bd24-726f755d8a42 · inbound

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces cites this paper.

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces Entropy-guided sequence weighting for efficient exploration in RL-based LLM fine-tuning

Reference 142

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:31:21.583927Z

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.

Observation 1570e2c8-d0aa-4ad8-b9db-f672b850e421 · inbound

From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning cites this paper.

From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning Entropy-guided sequence weighting for efficient exploration in RL-based LLM fine-tuning

Reference 127

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:38:55.988979Z

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.