Paper Citation Record · LEDGER

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning

As of 10 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 2 inbound Pith citation observations for arXiv:2507.23541.

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

pith.paper-citation-record.v1
2507.23541 v5

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:44:27.244624Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T05:01:11.055883Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T12:53:26.982873Z

Reference resolution

66 of 66 outbound references displayed

verified exact0
verified fuzzy1
unresolved64
parse uncertain0
malformed identifier1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e570bd12-4cbc-4407-87cf-625a7382ef03 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:29.017458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 52bac074-db0d-46f9-9fc9-a7d9eb8e237e · outbound

This paper cites Reliable, Adaptable, and Attributable Language Models with Retrieval.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Reliable, Adaptable, and Attributable Language Models with Retrieval

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.136295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56155c15-b966-48f6-818b-2465930d104a · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.191935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 830f4bdf-c237-4272-92dd-a204735581f4 · outbound

This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.242091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e88e361-5398-45c1-9e9b-5dde88c2f562 · outbound

This paper cites ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.287502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ff4445f-7fc3-47e5-ab7b-af00287cd701 · outbound

This paper cites MEDITRON-70B: Scaling Medical Pretraining for Large Language Models.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.328838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31d9ac32-051e-4020-b9af-324be8307078 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.996846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 587e05ec-dc4f-4b1c-bb1f-5ff2e5b971fb · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.425092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b341bee5-6481-4ec4-aff9-109e0f9f213e · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.556512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0474e84-d96b-48f5-bd6e-0156d8c8aa79 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.956836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 71b4b7cf-c134-42ba-aade-71b9f2ee9734 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.940519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cfd0ee1b-cfb6-46df-a8b2-3f66649b9ec7 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.922974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a6533369-9aa5-4d3d-8064-c9873972be78 · outbound

This paper cites The Llama 3 Herd of Models.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning The Llama 3 Herd of Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.761995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff9c4f31-b7c3-412f-915b-5ed59011808d · outbound

This paper cites A Survey on LLM-as-a-Judge.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning A Survey on LLM-as-a-Judge

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.785117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50af5fb6-4d91-4d54-b033-25b0cbfb01b5 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.796731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1adb4984-1502-49d8-90e9-21c3721399c8 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.806762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ed5b41d-c747-4556-8d5d-c1957b5ab2c3 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.889242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f7ea109f-0a87-4b07-9692-8415ce26b03a · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.873158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2ee5efad-7c3b-49cb-b87e-062e32774c0e · outbound

This paper cites Teaching Large Language Models to Reason with Reinforcement Learning.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Teaching Large Language Models to Reason with Reinforcement Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.838066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aac26038-e957-4338-8917-2d4df903de78 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.850358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 674959a4-14f9-4f0c-bd7b-3e79411b0727 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.846453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e8b21b40-d81c-485e-8f58-e544178edf82 · outbound

This paper cites GPT-4o System Card.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning GPT-4o System Card

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.871608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04b34849-1d3c-4354-a70c-4a670cc20cea · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.879729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01115aa4-71c8-47e1-bf25-eb4766e23322 · outbound

This paper cites OpenAI o1 System Card.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning OpenAI o1 System Card

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.891434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9afe96f-dedb-41a6-8fdb-051a3eddb3d7 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.819372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a625c24c-273e-4342-9bca-c188df89cbfe · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.799518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a1158828-0942-4817-ac5c-a572965dd29e · outbound

This paper cites What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.937795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71c8f88a-bea6-458d-9334-9e7824089383 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.783182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation da76077c-c784-4a15-8531-0931e5000cce · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.952358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecaf1c19-cfef-4fdf-9292-b649d62bba74 · outbound

This paper cites SPLADE-v3: New baselines for SPLADE.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning SPLADE-v3: New baselines for SPLADE

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.961176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cba4e385-d842-4a25-a123-ab01cb651e32 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.768196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9c5eae57-04d6-4a29-bb04-e3da5e92748c · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.986549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e5e6bd7-ab18-42bb-9ad6-0e3a66b69b1c · outbound

This paper cites DeepSeek-V3 Technical Report.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning DeepSeek-V3 Technical Report

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:27.007659Z

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Observation a1d02380-4e9b-4567-8a9b-e142ee9a3b4e · outbound

This paper cites InProceedings of the 2025 Conference on Empirical Methods in Natural Language Processing.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning InProceedings of the 2025 Conference on Empirical Methods in Natural Language Processing

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:26.994759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd855766-5f9c-42ba-8f38-91dd09040779 · outbound

This paper cites Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:27.022437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1402d4d1-ad11-4a06-89b3-375ea28e1493 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.716618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0196ca48-a61a-41d0-9750-62cdf0df1aa1 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.732035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d2afc3f6-c782-48cd-b088-fa538436a927 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:27.037411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f28b93e-5ac3-4017-b87c-769d1ecfdd4c · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.671297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation eeacfc74-c619-4314-9b39-ff17dad95082 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 42

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Source-reported events for the cited work

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Observation e7f4f92b-afdd-4ee9-b740-83b5a70191f9 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.687382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 79aa21f0-360d-4ceb-b8ef-d8859fe90b4e · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 44

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 83bfc954-5b8a-4616-8fb2-e5e288f2330a · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.655888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4ce7551b-7c25-4410-8e09-86d569197ebc · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 46

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Observation e37cc52a-9454-4d84-976a-3656954cbe59 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 47

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42324569-22dd-4921-b5e0-c3a2e9485da0 · outbound

This paper cites R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:27.163556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3067d19-0a7c-4f6a-8df4-c69e415ce16e · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 49

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Observation ab33c4ea-69c0-40ad-92a1-7fa827d36355 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 50

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cd3f484-a7b7-47ff-a536-49d0ca8b1309 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.542411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 636d3b0d-9d5f-411f-a962-f20d3c39e666 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:44:28.519915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f6da2003-cae8-4b8b-a90a-4809008bf7b2 · outbound

This paper cites JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:27.192130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93891095-279f-4b05-9f39-9ee2d28978f6 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:27.169834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45c64272-b6ca-4d6e-bfd5-40b9d54e37bc · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:27.174879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4db4e9d8-2c21-46a5-b774-4af244c22198 · outbound

This paper cites C-Pack: Packed Resources For General Chinese Embeddings.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning C-Pack: Packed Resources For General Chinese Embeddings

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T10:44:27.209348Z

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Reference 57

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

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Reference 58

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Observation 714ae354-ca94-414e-b2f4-4bb0dce1012f · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 59

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Observation 745bea82-2b8e-49ca-98e5-de07e4e500b2 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 60

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Observation 5c3262e3-bdf1-4db5-b48a-e8619e4bb4c1 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 61

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Observation b240bf9d-0262-4cfd-9351-8a45560deedc · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 62

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Observation 5a5984ba-6af9-4509-9f02-6c36e4cde642 · outbound

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Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning best evidence

Reference 63

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Observation 19e09eb9-a11f-4e87-b736-27533d8a40e8 · outbound

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Reference 64

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Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Making Retrieval-Augmented Language Models Robust to Irrelevant Context

Reference 65

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Unavailable: canonical work link unavailable.

Observation fc0e01e6-7402-4012-9c78-6a97ecff122c · outbound

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Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Nucleic acids research49, D1 (2021), D10–D17

Reference 2021

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Observation 9ee40b71-0394-49e2-9b92-15a867b04229 · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 2023

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Unavailable: canonical work link unavailable.

Observation e21cf9b2-0cf7-40c7-9ed6-c91eed99d42c · outbound

This paper cites an unresolved cited work.

Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning Unresolved cited work

Reference 2025

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6ab9b8a3-63f1-43f0-88e0-c19542fc4fa2 · inbound

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C-MIG: Multi-view Information Gain-based Retrieval-Augmented Generation for Clinical Diagnosis Reasoning Med-R$^3$: Enhancing Medical Retrieval-Augmented Reasoning of LLMs via Progressive Reinforcement Learning

Reference 10

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Observation f2a44d25-4fbf-46d8-893f-6e3f42b280ef · inbound

C-MIG: Multi-view Information Gain-based Retrieval-Augmented Generation for Clinical Diagnosis Reasoning cites this paper.

Reference 10

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Unavailable: canonical work link unavailable.