Pith. sign in

Paper Citation Record · LEDGER

Efficient Medical VIE via Reinforcement Learning

As of 16 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2506.13363.

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

pith.paper-citation-record.v1
2506.13363 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:07:32.940649Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

61 of 61 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved60
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 88165b4a-c61c-4b95-81f1-b4dc7dd35c0f · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.742682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.719234Z digest=sha256:d9d24220463dda141dad4cb5278b7771907bdb406b84fd4e0b614c77e5731913

Observation 745b9373-5538-4eec-9ee2-9bb2d99c41db · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.731621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.723937Z digest=sha256:bba778482af296c75a92ce707e7c4c5bba0608c6d90f48a50cae97b4f4540781

Observation 48e60ed1-1eb9-4f0d-8ce6-b06d477d630f · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.728004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.728004Z digest=sha256:d64e6cf622494f14e2765b378faa2986c4654cc619d081033475bd07e3265c04

Observation 140ffc85-08dd-4cd3-ada9-9b5e6f962ab3 · outbound

This paper cites Qwen2.5-VL Technical Report.

Efficient Medical VIE via Reinforcement Learning Qwen2.5-VL Technical Report

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.732063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.732063Z digest=sha256:4ae2498d4dffc601e0737eb76b69c5ede2f7fb7e29c3dc0f37e36b6a5663815c

Observation 21c798cd-f84e-476a-8b34-86a54f7680d4 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.713228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.736509Z digest=sha256:aacf24de6392b0a14551b993c2fa945d00db1d630f85e6667792d0f4bd251b2c

Observation 462383e6-dccb-4fb2-8c0f-e0eea6ef5da9 · outbound

This paper cites XDoc: Unified Pre-training for Cross-Format Document Understanding.

Efficient Medical VIE via Reinforcement Learning XDoc: Unified Pre-training for Cross-Format Document Understanding

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.740243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.740243Z digest=sha256:d7b27cc706132a9530ef9c55b91d5295316d44cd773f074e7e22a97d913eed32

Observation 40593def-5c1e-4ad5-9828-5edca05b8ef2 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

Efficient Medical VIE via Reinforcement Learning Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.744544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.744544Z digest=sha256:6003f396a944b714dae15391bf47918a19f4b55661095724d9df847594b718ce

Observation e503597a-d6ab-4396-9eea-e996ce28c636 · outbound

This paper cites GoT-R1: Unleashing Reasoning Capability of MLLM for Visual Generation with Reinforcement Learning.

Efficient Medical VIE via Reinforcement Learning GoT-R1: Unleashing Reasoning Capability of MLLM for Visual Generation with Reinforcement Learning

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.748538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.748538Z digest=sha256:2b8821e2137bfe5cc6fa49be127dd994856d8cca6005c768df8399f2612c069b

Observation 8f1ae0d9-3d35-4fdc-b9bf-5e80d7e6c9ef · outbound

This paper cites Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting.

Efficient Medical VIE via Reinforcement Learning Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.752495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.752495Z digest=sha256:5912b6016dd086f5022fd4eb73a10e1d24197aad39ff3645422a4d52623eb22c

Observation addf7860-33c8-4696-bf28-598ebf3d108b · outbound

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

Efficient Medical VIE via Reinforcement Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.756770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.756770Z digest=sha256:207358011995f6530dd2cdb90089abcb7c9ab4cc8590254c973e0a30a764a635

Observation e39ac7c8-950a-48d7-b0ac-df1c817b328f · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.702555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.760490Z digest=sha256:a41f000b804c21784ff918e7f48b675f935c8eaa54ae4877293e4202128ae92e

Observation 938f25ad-08af-4410-825d-481589b20d6c · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.691008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.763991Z digest=sha256:b93c7b21a7d21d4410a525f99556c6b85ce4d5c8cea1c950e04997ab1b27bf0f

Observation fe6df740-4442-4828-9e07-6c62a3d4c2ec · outbound

This paper cites Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models.

Efficient Medical VIE via Reinforcement Learning Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.767327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.767327Z digest=sha256:44db9f9e7097767ac8a88b25988545cd0dc6a67b42924fc51d61dec751951206

Observation 3c2e7f3c-f8fa-480e-86e7-6fc9bc008f6b · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.680279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.771245Z digest=sha256:cd69c580ec17d735b73570ecd8e061cbf9421738191b5ceedabb24bd56966613

Observation 33209933-1583-457e-880f-5355566e4111 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.774849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.774849Z digest=sha256:de15ced808e526c6d44866d490a1a9cbe41988b97d1b4e01cceefdf1d9e3faff

Observation 6b4a1632-4585-46c9-b05b-e1a435271895 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.669288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.778445Z digest=sha256:a4302c25b880d0b3b230841b0868514ed898762b0ffdfc4b253d21febed5fa42

Observation 966ad411-d3d4-490a-85f7-1a34742f9e6c · outbound

This paper cites Qwen2.5-Coder Technical Report.

Efficient Medical VIE via Reinforcement Learning Qwen2.5-Coder Technical Report

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.781890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.781890Z digest=sha256:e2a61ce70fb2cf14fa6a6fbab48b6de77df320067a21c25733be2dc1a8f76b56

Observation ca39ee48-e43d-44b9-80f0-ac5b19b51297 · outbound

This paper cites OpenAI o1 System Card.

Efficient Medical VIE via Reinforcement Learning OpenAI o1 System Card

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.785657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.785657Z digest=sha256:586a3cca9d374935e3ccf3890fa3eaad0c618de9e9453603639ca104780ee9ae

Observation 8837b525-6a9e-4d8d-a004-6509324f5381 · outbound

This paper cites FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents.

Efficient Medical VIE via Reinforcement Learning FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.788828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.788828Z digest=sha256:7e1c2e6406c1bfa972ca54ea04626050ad3f7b9c37c9f44623b4ce06db2732d3

Observation 74ed1078-a865-4ae8-86f7-521d8e69de89 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.792217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.792217Z digest=sha256:ae4bf9fe04027ebf32157730eb3d240111874c72477691878739869a43b39834

Observation 09069969-53bc-4182-aec9-e12ed3247a83 · outbound

This paper cites OCR-free Document Understanding Transformer.

Efficient Medical VIE via Reinforcement Learning OCR-free Document Understanding Transformer

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.795122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.795122Z digest=sha256:2d0f55453fb1dda0571a930fb23abc172aa3b161bf1d9610257e192f148117fb

Observation 3ab5ef12-b9c5-4328-a390-9fd4074c5785 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.650907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.798323Z digest=sha256:ac66ed4b65d037610e5b7822f07cc5de9376ae1c202b81878af363cf340e02be

Observation 2ac07f1f-23c7-44ee-8b91-cd0d2d5783e5 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.639626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.801860Z digest=sha256:e7a812f487f55c2de8d0d0bcd65f22f76a840d68df41eff9ec7bdb39a6102f34

Observation 893ad9d4-8057-4e71-b927-a151c0db9bc0 · outbound

This paper cites Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement.

Efficient Medical VIE via Reinforcement Learning Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.804979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.804979Z digest=sha256:c0231658042fbae5434d544e7947c405639beff26352800c2c5df1aec096433e

Observation 5d2c3be1-739e-454f-8a05-fce427644dc7 · outbound

This paper cites Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators.

Efficient Medical VIE via Reinforcement Learning Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.808708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.808708Z digest=sha256:45b66d3b2919d9b8db8dc98fa15e74327737ada699bec63c6b61cb986ed7cb72

Observation a1615558-5312-4497-a22e-5d869aad8d3e · outbound

This paper cites Visual-RFT: Visual Reinforcement Fine-Tuning.

Efficient Medical VIE via Reinforcement Learning Visual-RFT: Visual Reinforcement Fine-Tuning

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.812647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.812647Z digest=sha256:00d1e891e617316b85f5d12dcfaa838e9b5ffd6913c263c3fab91237fc89176f

Observation d6fc7d67-c1be-4c1f-997f-926c15052475 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.628191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.816341Z digest=sha256:b302904a090cbca5d7800e3e9243c4a06f9192111a84541e0bee9d144b318029

Observation 408cdee4-b889-46f3-a4e5-69c0c2f94873 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.617503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.819731Z digest=sha256:d23ecd916ddd794dc649c3ebd4c2ce214ad4af16db913365d26eb7b6f41faa64

Observation 2d48124c-9c16-40ff-813c-24898a52d462 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.823216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.823216Z digest=sha256:92e8fedaf7afca34d27ac32b6148b4af227a5860aa3c73a461fd61b101d2fd8c

Observation 61a516ec-3481-4e4a-a8f3-b64e55068b00 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.826734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.826734Z digest=sha256:1dc85a7b813fd10518ac4edf2c2500e84f009bca1e0dcb48d7687cd8a9b9f206

Observation bb99b492-f8e1-40fc-ac2a-d4efcf5704cd · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.593368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.830188Z digest=sha256:aa3d66b57cc11e1fbe1cdd210a74a70d118f6a14173c6fe5a3719cde527fe0a0

Observation a8a95dca-c406-4aad-bda3-1b6a99a23d53 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.582266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.833509Z digest=sha256:17e71154ebc278568b9b1baf0174911df50b268dbfb22ae53ba6fb4521dc4963

Observation 826ff621-32cd-4409-bad9-6c2ea42bf7df · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.572336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.837013Z digest=sha256:29dfc54b558c7a22f79fe73be291865b6835de2bd2b3a82f95aaf1f4bb7bda7e

Observation 54ccf7e9-d0b3-49b8-b339-c4a5cae8fc1d · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.560663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.841639Z digest=sha256:871470b7fed0830436df068ab5b01466ca225050589539c63b8b4552423a16ae

Observation 0f4b7101-616e-4c3e-8ad9-3968b1787286 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.845228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.845228Z digest=sha256:2c8990a0d3b58fe1aa00dcfffc6ca0b5ebeb5b1f7ac96a9e3adb6202e3ba0849

Observation 1e5b4d3f-4552-4e1c-8f0a-055119218761 · outbound

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

Efficient Medical VIE via Reinforcement Learning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.848766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.848766Z digest=sha256:296f33336f03007351f646e3083bd0438c022da9c151dd7605e84d40fa227483

Observation 7850afa4-5faf-4094-b137-a9a9299ec896 · outbound

This paper cites VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model.

Efficient Medical VIE via Reinforcement Learning VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.852213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.852213Z digest=sha256:096d69ef4ef1466305e9d9c575dcb6ac24a4e1a1e73c53c8e25d6eae20a42715

Observation 2265a11a-bcd4-4dfd-ac0a-e17596622c07 · outbound

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

Efficient Medical VIE via Reinforcement Learning Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.856264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.856264Z digest=sha256:83ea19f4c750ffcfa6cbde9ba4712d4d3c55ee27ade2ff230334f6ca72b76caa

Observation ee9aac83-2bfa-4ef9-918d-27332ce5119b · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.549128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.859902Z digest=sha256:c910d10bcf2f6343d7563784ec716fc4ca2da94f05d4da87004a96de0d40c4c0

Observation 818e5c8d-ee5f-4e27-afbf-60437074582f · outbound

This paper cites UniMERNet: A Universal Network for Real-World Mathematical Expression Recognition.

Efficient Medical VIE via Reinforcement Learning UniMERNet: A Universal Network for Real-World Mathematical Expression Recognition

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.863915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.863915Z digest=sha256:4c33e114bfc812859de9570f95604aec4f34bd5e61c39273376ad6f2bde4e4cd

Observation a77a739f-5e45-4c01-8c55-d73158012094 · outbound

This paper cites MinerU: An Open-Source Solution for Precise Document Content Extraction.

Efficient Medical VIE via Reinforcement Learning MinerU: An Open-Source Solution for Precise Document Content Extraction

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.867780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.867780Z digest=sha256:686275d850459cceeaceed5eab8f27f7bb1c7da7b75d43ebb33eea869c5fd5b8

Observation 4865ba8c-6e27-449c-b529-07fca4e6e191 · outbound

This paper cites Chatschema: development and validation of a pipeline for extracting structured nursing information with large multimodal models.

Efficient Medical VIE via Reinforcement Learning Chatschema: development and validation of a pipeline for extracting structured nursing information with large multimodal models

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:07:33.538275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.871721Z digest=sha256:b9cf4877d022b968dd5eabfa38ee463cfe3f20416d43a0489e77219609894fae

Observation 6f15ea14-ccba-43f6-9a15-5dee938996f5 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.525563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.875477Z digest=sha256:117a0d9a4c5ccd1c240397e581396730ec08f9f25ccb9be60987dd351a18fc77

Observation a7736d87-9cd9-4d43-8d7f-bf5d06e672db · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.514796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.879138Z digest=sha256:969b350f625d919a16c625b8e7c98c4b41cf3325cf9cd46a62abfe28d996ee13

Observation 00453e91-d27e-4141-b2c4-2dd83e789603 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.504546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.882565Z digest=sha256:64e5703119a6256009123370b1e84e4ddde941a447aca85d14138be28898ac55

Observation 22d8b55e-b414-4830-bbb1-b992ee000476 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.885802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.885802Z digest=sha256:3230d2687b22ac9ac8ca9f24169adc9d1aefa3cc1b8863b5a149fabbc976d310

Observation 88948ef0-041f-4b33-a248-02c28b3e80d5 · outbound

This paper cites LLaVA-CoT: Let Vision Language Models Reason Step-by-Step.

Efficient Medical VIE via Reinforcement Learning LLaVA-CoT: Let Vision Language Models Reason Step-by-Step

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.889478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.889478Z digest=sha256:021b6d6812747a13494cc2df754175ae28f02f24940d39c72e8b368e3817b8ca

Observation fb3a692f-f73e-451b-8bff-479829049f9d · outbound

This paper cites LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding.

Efficient Medical VIE via Reinforcement Learning LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.892858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.892858Z digest=sha256:0cd7ec4fc393903c0608a8d1f88a8f9051017d84e260215ecd67464c02251909

Observation 6bbdd560-e577-47e5-844b-97dfe095898f · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.896333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.896333Z digest=sha256:2b6b5d3c23c4dee652ec7d158173d9adc117413f35322c2a47bdf338e2acc91c

Observation e1659de7-3ae8-417c-a3ef-118f73d8d043 · outbound

This paper cites R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization.

Efficient Medical VIE via Reinforcement Learning R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.900013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.900013Z digest=sha256:3da3f914183b36452cc68570fc8821247f04ee361573257883f99c4cfb62641a

Observation 6fb9e489-ece7-4b75-94cb-438870cb84d1 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.487748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.903784Z digest=sha256:55bf00776b8494653ec24c2197ab7ca30b98ce641d5256ff0eb2331a6ae8ebaa

Observation a9222a38-b5a1-4d06-8aba-a0b5b6a6e9cf · outbound

This paper cites InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning.

Efficient Medical VIE via Reinforcement Learning InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.907307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.907307Z digest=sha256:e967408d378649b26fa97a4d8070e1281580aac252072cbfdb4ae8603b1a46b9

Observation b2f7a081-d9ec-4414-bb4c-2ecd80e87187 · outbound

This paper cites Perception-R1: Pioneering Perception Policy with Reinforcement Learning.

Efficient Medical VIE via Reinforcement Learning Perception-R1: Pioneering Perception Policy with Reinforcement Learning

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.911052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.911052Z digest=sha256:3d9a5eb4071eae6a32c2c34085b87d76c6b76eb2122160d37de1990c5cc96506

Observation 80278853-8a72-4804-9f0e-07d4050fb8d3 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Efficient Medical VIE via Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.914603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.914603Z digest=sha256:4e194bf208fd3fa81053fb47e100bd0fb672e85e821b8762581f794a23f6d1e8

Observation 239995b7-ecae-4f74-8746-5c488126928a · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.476685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.918417Z digest=sha256:748c2f2284e0e6a408808f3280b5bfbe545b85db33695b131ae481fb1f653866

Observation 40d93a95-4a97-4814-9452-20c02bbfd3f6 · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.465928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.921744Z digest=sha256:79952bda32eeb4899dd091964336bf12e616bb09532fc0393c0b4dd0a4a1b35b

Observation 5cfa7778-3709-40c8-b441-641ecac46690 · outbound

This paper cites DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception.

Efficient Medical VIE via Reinforcement Learning DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.924940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.924940Z digest=sha256:423349052fcb9436d3ce1354b18ffb56488eafac206a9196f3d3e3036c5bfbda

Observation bdc49db7-f385-41cc-b2d1-ea55e2e7dafa · outbound

This paper cites an unresolved cited work.

Efficient Medical VIE via Reinforcement Learning Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:07:33.454987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T20:07:32.928719Z digest=sha256:d121b5eb666a654586c5f598c98306f048e6dbd8d5c0ac1523de7c0abb087510

Observation 52129832-20e9-4278-a551-a695d73d49dc · outbound

This paper cites R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model.

Efficient Medical VIE via Reinforcement Learning R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.932309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.932309Z digest=sha256:9a1924f0a856732d2f47280654da6bef0f4d3dba55389b7d88a34fa901da2ea7

Observation 3da24375-d375-4099-9e84-8b89e1619ce8 · outbound

This paper cites online" 'onlinestring :=.

Efficient Medical VIE via Reinforcement Learning online" 'onlinestring :=

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.936187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.936187Z digest=sha256:0010bb391afa34b9f7b68f4723e976d6398447c2ec63a2efb28ecd0e3cbcc9a6

Observation 14423f14-6ada-47d4-a7fc-1e230fca4b58 · outbound

This paper cites write newline.

Efficient Medical VIE via Reinforcement Learning write newline

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T20:07:32.940649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:07:32.940649Z digest=sha256:df6ee2ed276a69914463cf9feedc15d74ccf886556b88cfab90db89c35a60ed7

Pith citing papers

No inbound Pith citation observations are available.