Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T20:24:17.788697Z
Paper Citation Record · LEDGER
As of 15 July 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2604.02795.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T20:24:17.788697Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-07-14T06:31:01.685423+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation b521c8ba-dcb7-4408-a6fa-0941b63ed237 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation efd6b045-e849-4d57-a10e-7817195a8905 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 116c81e7-532d-4382-8db7-14e1feb3cde7 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation da8cb71f-bc64-48b8-b797-6162fbe235f7 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 3dc2d42a-729f-4ca8-a238-33c3927117f0 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks arXiv preprint arXiv:2602.05758 , year =
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 25bdb2c8-00b7-4b93-8ba0-400368f22a98 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Generalizing Verifiable Instruction Following
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 543ccea0-9775-42e9-8521-5b3d8daa4844 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 5da9ed92-d5b5-4756-a55e-af3489137d50 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 33b83f5b-2a6f-4022-a28c-4c1158cb413f · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 9c288509-656d-4486-b6c7-667119ca0ed2 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 5902e562-1a80-46a3-8933-7a6ca6ff587b · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks GPQA: A Graduate-Level Google-Proof Q&A Benchmark
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation d17dd4bd-3191-4b99-aa10-737033bff8dc · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 8739e55a-103a-4e6f-95f4-f066dee9189e · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks ResearchRubrics : A benchmark of prompts and rubrics for evaluating deep research agents
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 6f2b12b8-3864-47d4-a1f7-9d783f69f61f · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 9b45a3ec-b166-4200-b16c-1ddfe4b32318 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks A Technical Survey of Reinforcement Learning Techniques for Large Language Models
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation ba47e0c6-3827-43df-bec8-d4b2f512ed1e · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Gtpo and grpo-s: Token and sequence-level reward shaping with policy entropy.arXiv preprint arXiv:2508.04349
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 5fbb7ee8-8053-4a12-89bb-c521314d04ef · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 1d08131e-bc68-4cac-8b13-e6311204bd50 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation bc0bd9bd-0311-4a83-a1e2-89d4130b0225 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 6a2f23db-da70-419b-984e-dde9af5f0f48 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation b2e196ac-4874-4a8d-9041-65d2ceb53328 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 1e448540-d245-43f0-9ef4-c6c6c14efcf5 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 1dcecb14-4fe3-4540-82ce-12f68fd7f60c · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks WizardLM: Empowering large pre-trained language models to follow complex instructions
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation af59cd9a-ce83-41ac-b56d-6e79232d26c3 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Qwen3 Technical Report
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation a6683023-e0d3-4c17-b03d-4789b51f2c2c · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks MulDimIF: A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 0b867fb8-17c9-4b7e-a075-10d84f3e9ff0 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 7f708e30-c47d-496c-ab3b-0ca8427022cf · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation c3766f5b-4f80-4a27-beec-a4fa59ca16cb · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks InICML 2025 Workshop on Computer Use Agents
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation f0625b53-c2ce-4d28-a35f-c3e3a6a4fcba · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Replay failures as successes: Sample-efficient reinforcement learning for instruction following
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation e283548f-166c-44cd-b6ec-712ffa72b50d · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 5a1a29bc-0348-4354-bb2c-9296616cb920 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 532530bf-200d-4e2c-bcfd-caed5f9c56f3 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 7a7b0f29-5a43-4fc9-a09c-ed739bb21792 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks arXiv preprint arXiv:2603.01162 , year=
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation ef302106-3250-47bf-b02b-12ddd97ddcf2 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Instruction-Following Evaluation for Large Language Models
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 70f2b176-1b0c-4f14-a4d1-3641aa04ec6e · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Breaking the exploration bottleneck: Rubric-scaffolded reinforcement learning for general llm reasoning.arXiv preprint arXiv:2508.16949
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation ba74e407-d3dd-421c-81a1-c5a96229d259 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Instead, provide a thorough narrative that explains the ”how” and ”why” alongside the final result
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 6e179cd3-3267-4af1-b724-f198f6e38f68 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 39b2e807-0d5f-42dc-8779-2973636beb2b · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks type”: “all relevant
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 224195dc-8fd9-41f9-a128-8f90b579f70a · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks all irrelevant
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 1275db15-06fb-437d-be14-16125455e952 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 117917bc-b524-4502-97dd-fd11b41728c7 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation a2dd613d-b273-401d-b419-ae316a4ad7c7 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation d6174ad9-c59a-4584-b6f0-f93259f9f734 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 04dde211-0a9c-478e-9551-1c8fe65a64de · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation 73c446d8-7499-4cb7-85a8-ccc1c45ee842 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
Observation e91821cb-f40e-4675-8fe7-1df6372689b3 · outbound
Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks D Inter-Sample Token Group Normalization We first provide a formal definition ofInter-Sample Token Group Normalization, the baseline strategy discussed in Section 3.2
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.
No inbound Pith citation observations are available.