Pith. sign in

Paper Citation Record · LEDGER

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning

As of 9 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 3 inbound Pith citation observations for arXiv:2507.17448.

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

pith.paper-citation-record.v1
2507.17448 v1

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:55:04.024042Z

measured 78 of 78 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T23:00:13.214367Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T12:38:07.708554Z

Reference resolution

75 of 75 outbound references displayed

  • verified exact1
  • verified fuzzy33
  • unresolved41
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c98cfe9b-65db-4c8e-84e7-cbed2e694dd8 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.880751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.785271Z digest=sha256:300e6dbbf05d53bbbabb0a0ac736ec480e45c6cfbfccc88688dabb8458e6a7c0

Observation 127a3f6e-3cbc-4f23-a968-69745ad57c5c · outbound

This paper cites J., Long, A.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning J., Long, A

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.871302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.789115Z digest=sha256:a21378f197d07115e94723cc5e010b0e55bbe2147bf223885c4f7cfeb9d8e084

Observation 81f09f56-a251-45b0-b4c5-70f36cba6297 · outbound

This paper cites W., Rogers, L., Green, W.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning W., Rogers, L., Green, W

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.861980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.792671Z digest=sha256:8136589963112ab86575ab8a42cbe7d2c51d9653d37271d1abfd270ee5f179eb

Observation b4bb51d4-162f-4c7e-989e-e98a03bab383 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.852798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.795779Z digest=sha256:c1f240e89b87e4caf8dbe4d84d63000eb0f1c533be427a2640243ba276dc5cef

Observation c4c7b056-d70a-4ecd-b70b-ee4baf0235f0 · outbound

This paper cites & Song, L.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning & Song, L

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.843197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.799203Z digest=sha256:079d5d8f9bb5f83057f64d0958e3f2e20403ca00759b0698de5dae1b44e73419

Observation 7873d870-332b-41e5-80a7-e635e6ebaf04 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.833174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.802875Z digest=sha256:5e391bf805dfc279a1c823f9fa624b71579cfef60ab9cb36c6bcf8937af72ce3

Observation a6c4c785-30e9-40c5-acf3-2c40eb671382 · outbound

This paper cites & Chen, C.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning & Chen, C

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.823012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.806576Z digest=sha256:6746a7fdaceb0006e9673bf2cb6b5ef1240a2f3429f713f7c1b682e50862e3bf

Observation 08e20738-2cda-47b9-b218-099b8a98cb4a · outbound

This paper cites R., Fuchs, J.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning R., Fuchs, J

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.813382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.809698Z digest=sha256:3e171226f59ed525e4bf00d47366386a5a2f090598ee8539805dc033700d4f94

Observation 9e0d8dd6-606b-4bfa-8e54-6d41eeb25139 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.804663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.813425Z digest=sha256:3563135e2b06b89fc793594613df420334a4f1af787185151024fabac295bca5

Observation bf7aa4d5-5bc3-47b7-a986-8df68e66a5b8 · outbound

This paper cites & Koltun, V.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning & Koltun, V

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.796082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.816581Z digest=sha256:5eb35cc07e1f22a209375a27a17423498f9e23ff8d33c9a328f516d48200493d

Observation 4a335752-0b7a-4a54-abd2-423ca1ec55a8 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.787084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.820326Z digest=sha256:45270eeae1b2b5516897f61c7eef07d7a8d019c1f9add1b82983059b619fdfd5

Observation 7c345523-8625-4670-b334-d453332905f0 · outbound

This paper cites & Jung, Y.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning & Jung, Y

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.778241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.823626Z digest=sha256:046ca79dc70e568364dd80c8fd94e974082238f0d430103d6342dfe83bec5fd0

Observation b9c1afa6-f6ae-4af8-b321-7c0dec876204 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.767248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.826713Z digest=sha256:7de5a4ba86d9dbc0f8b2b428a3f9c6182cb17a1d1397d1ddb1860e6d25e13bcd

Observation eba70117-2a30-45f6-94f1-36d14748ce5c · outbound

This paper cites & Tetko, I.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning & Tetko, I

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.756600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.830133Z digest=sha256:3b96238da78f2d214cc0f1615e0b3e7be21bbf6fba8beae574f01b6483246ae6

Observation 5deb1ff8-3f04-4d60-8e1d-845a4ecdc97e · outbound

This paper cites & Yang, Y.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning & Yang, Y

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.746336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.833666Z digest=sha256:60359b6c957e7a51d1ce06266efa39e90c1f78094ad23ad1f8b115c75119d3bc

Observation 8798c3c8-8590-46c1-95b9-949b6fc84604 · outbound

This paper cites V ., Karpov, P., Van Deursen, R.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning V ., Karpov, P., Van Deursen, R

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.736162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.836837Z digest=sha256:8e2999f6233338bc3b85e40f66107eda389cb0c4b0d761abc51962ab02c6e0cc

Observation 87a9bb11-c127-4206-9d60-e5534c4be464 · outbound

This paper cites & Lai, L.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning & Lai, L

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.726619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.839964Z digest=sha256:71ae11d56363c6ccea36e06fd93181a9e1787fbf54580918caa1b211e01f3a69

Observation 63cb5ec1-621c-4729-a270-ef2ab1f5ca08 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.717158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.843094Z digest=sha256:f1b3eda4331b6b103d61d79abe47f4bcb00be5dff7f2cf8f62dcb0e5fc49fb25

Observation e35de42e-5795-4418-b1b9-900063df56e5 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.707384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.846989Z digest=sha256:f6630080c05d276db0b650d0c6c8f96d08224885b83103fd4e83da1daad447fb

Observation 862b1489-1f18-49f4-ae8b-3d050c59cdff · outbound

This paper cites Retrosynthesis prediction with an iterative string editing model.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Retrosynthesis prediction with an iterative string editing model

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.698501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.849726Z digest=sha256:5d055d9193cbe5039edb61294819a9a20b3c314a258aed6a89b1dcf8b1177757

Observation 268aa8aa-ebcb-4b8a-aba9-d901f0ed2f59 · outbound

This paper cites Smiles, a chemical language and information system.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Smiles, a chemical language and information system

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.688718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.852563Z digest=sha256:2d4c4199b2f96f47120f656a8a8f85ef5d6f5df7bb3d8b3ca005527d4f557545

Observation 4d0c05f2-39c2-41bb-9a13-f42bf65b7d65 · outbound

This paper cites & Schmidhuber, J.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning & Schmidhuber, J

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.678472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.855778Z digest=sha256:14dc2f1faae2f9930351426ba8a89defa0826ff2132d437360d655181fe90a24

Observation 439a2fbe-9c2d-40e0-8d76-386b995637df · outbound

This paper cites Attention is all you need.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Attention is all you need

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.668229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.858998Z digest=sha256:726c43fd7eb6e62c9d40d594c6e5e6009c847706d2f2c4377baa9ad42e780d71

Observation 74029449-d84c-4c29-b1c0-a475ffc0c8b2 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:03.862114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:03.862114Z digest=sha256:859ff01a65f8af0874acc2a7d2866465a47fa257ade99189f85635bbdd2ebf08

Observation 2b3ca509-99bc-45d9-b70f-1d11e0d5f2b6 · outbound

This paper cites GPT-4 Technical Report.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning GPT-4 Technical Report

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:03.865220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:03.865220Z digest=sha256:724f8e1a056fd0a11fad9c5a8b23a6fc354b8d4ddd4191b91b426fcae21efda6

Observation 2f3e9773-379c-426b-b024-af53fd2e6bfe · outbound

This paper cites OpenAI o1 System Card.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning OpenAI o1 System Card

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:03.868595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:03.868595Z digest=sha256:6607359fe6bc84e5470f5d967353e94f811b2571a24a9c20408564593fb994ee

Observation 57f526a6-7206-45c1-8bcb-21bd8d282035 · outbound

This paper cites DFM: Dialogue Foundation Model for Universal Large-Scale Dialogue-Oriented Task Learning.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning DFM: Dialogue Foundation Model for Universal Large-Scale Dialogue-Oriented Task Learning

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:55:04.288953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.871974Z digest=sha256:e009bf77b3c10bac39ff68b06876529140800bc06258fbf502e08b77ba161153

Observation 38c03fc1-59e9-4650-8e17-ccd91b092d61 · outbound

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

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:03.876183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:03.876183Z digest=sha256:b669d1bcbdba7f8489a3f703fb3b9a5a36ea8a75048be8ea06c5f899afbb146a

Observation dd63b5fc-98d2-4ce5-8622-ea1315fbb161 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.653088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.880080Z digest=sha256:6e2b67388cd9a45f721c536511a93203da0010018494c645824d1a9bb1811666

Observation d9457d16-106e-4234-a53a-8ae8342257a0 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.644798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.883307Z digest=sha256:cb43447e6f07b4b040a51fb38e10e7e2a84a69a53d27b829de76d74bb04099a7

Observation 9e1ae938-b622-4edf-92ec-6979b2f01790 · outbound

This paper cites ChemLLM: A Chemical Large Language Model.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning ChemLLM: A Chemical Large Language Model

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:03.886568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:03.886568Z digest=sha256:6e542e7a5c63842a22608ddd9c513228600deb9a3e3d6fc532b8b6e008033352

Observation 5801e441-d905-4604-a6f4-b69000663f83 · outbound

This paper cites N., Chen, Z., Ning, X.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning N., Chen, Z., Ning, X

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.636081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.889998Z digest=sha256:9fc329d7e415fb0e00fba2a2e762a48a44558d10bdcdb1075b4860d19ad935e5

Observation 90b591b5-4d7a-4d35-95cd-ffd6e1bc3a99 · outbound

This paper cites ChemMLLM: Chemical Multimodal Large Language Model.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning ChemMLLM: Chemical Multimodal Large Language Model

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:03.893345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:03.893345Z digest=sha256:1ea68ac7902849d8eb56b1523ab8ae217df475b0a1654057f115223f8f2eb001

Observation d0521c97-f1b3-460d-bd44-51f356b99baa · outbound

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

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:03.896470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:03.896470Z digest=sha256:6acf4acac460279aef7763c15623247928ec0ef9231dfc329ac1f2c8b90beac5

Observation 6d6b4f97-6902-456c-ba54-d30bb5150131 · outbound

This paper cites An Empirical Study on Eliciting and Improving R1-like Reasoning Models.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning An Empirical Study on Eliciting and Improving R1-like Reasoning Models

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:03.899694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:03.899694Z digest=sha256:7e0072c7da8d4102af703a28575acd69c38e44047fc82a8780e9a8c3585f61c8

Observation 66f47a51-5a87-456a-ad80-4d2613cd931b · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.627511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.903056Z digest=sha256:30ca6d31e04ed9698a49cf2eb6b1c6450592f6a2f246b250f588e19b42484a30

Observation c01fd655-d20e-488f-98d5-5c8773c932f0 · outbound

This paper cites & Landrum, G.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning & Landrum, G

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.618897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.905906Z digest=sha256:538ec590def7c3b516e37f7dbbd0004d2b6f4e341d51b7b84510023dbe6fc7a5

Observation 4dab5ba1-fc49-467a-b0f2-29586c914711 · outbound

This paper cites & Jaakkola, T.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning & Jaakkola, T

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.609547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.908823Z digest=sha256:a62b5ccc05fce6f9c6b97c7371c6319d8f5ad0682667070597adc1af98c62ab9

Observation c9b167ee-fcf2-48ed-8497-022fec57cd47 · outbound

This paper cites GPT-4o System Card.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning GPT-4o System Card

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:03.911599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:03.911599Z digest=sha256:52892f41dce3c8503108644f6444feeb433b7701a481910f526d7f546167d047

Observation 3f5b0edd-f784-4a5d-ae0f-d93dc8ec877a · outbound

This paper cites Introducing gpt-4.1 in the api (2025).

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Introducing gpt-4.1 in the api (2025)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.599731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.914413Z digest=sha256:c2b436b90650fd41ced97f847a222c602aabcd4d621f689bda37d3baefe0758a

Observation 6aee2d33-9723-451b-9e0f-7f7d89e88b5d · outbound

This paper cites DeepSeek-V3 Technical Report.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning DeepSeek-V3 Technical Report

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:03.917169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:03.917169Z digest=sha256:5754eedc385c6f84a2815751ce2df94aa3b71a8858d108fec8029adf28e533e9

Observation df3a4f21-6b5c-415a-ba0c-2aae3ddd9b7d · outbound

This paper cites Introducing openai o3 and o4-mini (2025).

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Introducing openai o3 and o4-mini (2025)

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.590097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.920149Z digest=sha256:d97a05e6ad9f5b20122d5a41eb3d33343156498cb0cba2b6a9834cd7e8b4536c

Observation 245c2cbb-9c44-4ff9-b2a7-bea4b45645ed · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.580863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.923312Z digest=sha256:4964f9fd005630d872f55ea74b10e3c9b02645cb9b41d921dcb8562833e728f7

Observation 160c3d05-7618-47ff-99ef-48eda6687914 · outbound

This paper cites & Tang, J.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning & Tang, J

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.572512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.926109Z digest=sha256:63be3729f5ee7cc20addb0a6e90e7a257719e573feefbfd2eeed46812cea388c

Observation 9de95205-8d31-4bb9-924f-50880868ad66 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.562960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.928888Z digest=sha256:99a2cbf37bf6d7b8bf09dec70ec6695709215529ce37bc8baa54da069bd378c1

Observation e607d497-5af7-4ddf-9c2b-9d4a0bdda8bd · outbound

This paper cites R., Bunne, C., Coley, C., Krause, A.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning R., Bunne, C., Coley, C., Krause, A

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.553789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.931577Z digest=sha256:7b1551fc5842a1fa6aeacc1ec79a2a7b0779e125999ceffde8e7d1da9559c368

Observation c73238b3-efd8-4cc2-a8d3-89566418edd9 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.545085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.934360Z digest=sha256:7ff90f554f5223d7b1f309bbdf7a68190a8da235a9f60b8d8bf27b78b40ba84c

Observation b6c0d319-5a7d-41f9-bc58-58e0b0f9f154 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.535481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.937190Z digest=sha256:75d3f64504132c26eee6e999d1da100b4bcc0a28631eb67e8d1c09d3821d79ac

Observation 15627306-a6db-4188-8271-705786c4644b · outbound

This paper cites & Zhang, S.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning & Zhang, S

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.526083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.940053Z digest=sha256:779103c5048b13162ff3c3ade2935f3beccf57ce6cce9bc329fd3dd147d83f2d

Observation 1ed440f0-2be7-4519-be7f-cef9404b903e · outbound

This paper cites & Coley, C.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning & Coley, C

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.516575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.942912Z digest=sha256:53ee3aeda98533706d1322f8d8aa93828e3a85f7f9aef333aa4d8a19d0ba1836

Observation 5cfd9473-57a9-454c-8939-6272102f7148 · outbound

This paper cites Molecular transformer: a model for uncertainty-calibrated chemical reaction prediction.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Molecular transformer: a model for uncertainty-calibrated chemical reaction prediction

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.506493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.946345Z digest=sha256:46b02f3f0e18540ed78adad4a69669211a25947ec25ef44967799df14bab3e55

Observation 06032ef9-521e-45dd-b72b-fd5001bdccec · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.497307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.949347Z digest=sha256:66e7b08cd862e08fc5756cb66afb1a033a89d8886637fc9053e14836a2945b66

Observation faee2b7c-e102-43a5-9fbe-62fdec1a57e9 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.488346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.952845Z digest=sha256:43fb5ec24380dc6e45e95fdebe30ad55d719aa01e4e87eb89306f73c4463373c

Observation df92b9c2-44ee-40f2-8ef6-72ced129ea03 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.479322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.956134Z digest=sha256:f6c542d2f33fc18c97d550134ea86c878e4b0a86d33810d0cd3ee3d589c546e7

Observation 67c5e03b-1aca-4646-a333-139c471afd6a · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.469749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.959593Z digest=sha256:588416e266ab3ac84ed502f882a2629d0470c05b544ad0e8b34a444f33781d5a

Observation 4368f49a-5339-4d15-b282-6a5ed30a3ee2 · outbound

This paper cites Rdkit: Open-source cheminformatics software (2016).

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Rdkit: Open-source cheminformatics software (2016)

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.460694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.963137Z digest=sha256:33a291467b5d900932f9e50b82828c2e51e6e55d9d1cc166cd37e76e6345d5b8

Observation 024224e2-1ebc-4f1e-98a9-a9f238265c74 · outbound

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

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:03.966226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:03.966226Z digest=sha256:c7035df1f93088e9393652c4b0c930664d35581079bc040325c5c258b13cd08a

Observation 1302960b-1998-42e7-8e62-0021da76d07f · outbound

This paper cites Proximal Policy Optimization Algorithms.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Proximal Policy Optimization Algorithms

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:03.969078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:03.969078Z digest=sha256:99dba3f4f5d6422119bbc13c0250a3d2a1ce153044711f99f9935ce071d495c9

Observation e300c807-aefa-45a4-8031-6cdf505112b6 · outbound

This paper cites The Llama 3 Herd of Models.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning The Llama 3 Herd of Models

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:03.972470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:03.972470Z digest=sha256:50e54fad83fc09c2d7027d17a8ba76b57a422b870389495f43c8b215519fd755

Observation 7d8eaf62-6ad3-457f-ba14-c0f2412c8520 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.450870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.975631Z digest=sha256:6c99857fd95b414d533cbe28b1174f3392751165c7694f8aa4e010d874744eb9

Observation 0f817405-cac5-494f-ade4-8ec1d13b0580 · outbound

This paper cites OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:03.978943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:03.978943Z digest=sha256:c2b50315f733ca18d427080f61100722b912b5d011f08b2d3f5af2c8f12ea2be

Observation 404b0b7c-14ef-42c6-8c52-f57a776adae4 · outbound

This paper cites & Liubimov, N.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning & Liubimov, N

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.439548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.981970Z digest=sha256:76ab725a2fb4ed2078303af336fbef877e638f96ece2e2b9fbf47f50fcde2e73

Observation 8f8eb7e2-51e1-437a-991d-bd19f8787e4b · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.429014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.985232Z digest=sha256:ccf023c14ca59ea9b711db478fe121db6cd39755dbe9f7fffcfbef51a2f9c809

Observation 4267063b-d366-4281-b17b-7fe2ba160d85 · outbound

This paper cites Self-assembled hole transporting monolayer for highly efficient perovskite solar cells.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Self-assembled hole transporting monolayer for highly efficient perovskite solar cells

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.419033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.988318Z digest=sha256:88b801a645e4b5c1155a20c4c12f35b7f4c523594127c4a29599302b971da94d

Observation 3ac03d2e-928a-4e77-b136-8baa9a82375e · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Adam: A Method for Stochastic Optimization

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:03.991219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:03.991219Z digest=sha256:7d8221f409bd1c6c67eb62612dc3ebd46d28eb75ee3a8ad4bf50cc818cacab8b

Observation b5cf0b48-207a-4bd0-8fb6-ac6cc64c6e7b · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.409170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.994036Z digest=sha256:9a32c9cafe6ef4f8b03336c4e625cc4927589f82907e9c5b39177ea1fefbb7ee

Observation 9986009c-856a-47d1-8d1b-8161b72dc3ed · outbound

This paper cites FlashAttention-2: Faster attention with better parallelism and work partitioning.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning FlashAttention-2: Faster attention with better parallelism and work partitioning

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.400314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:03.997366Z digest=sha256:c1ed3973df7bb58ae136c49245cd36ba8d3d8873126bbe3c751d691821dbfd2b

Observation 0f8836e1-a33f-4e21-b97e-4116ac7c1c35 · outbound

This paper cites - Highlight any reactive sites, electron-withdrawing/electron-donating groups, and resonance or steric effects that may influence its reactivity.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning - Highlight any reactive sites, electron-withdrawing/electron-donating groups, and resonance or steric effects that may influence its reactivity

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.391040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:04.001027Z digest=sha256:ad45cc5d5679c37ddb7984722698f1a030ad7fb76aeeb93253ade0990747777c

Observation bf7b2061-f2de-4fef-a889-c4fa9c5fe40f · outbound

This paper cites - Propose reactants that are chemically feasible, stable, and commercially available or readily synthesized.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning - Propose reactants that are chemically feasible, stable, and commercially available or readily synthesized

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.380883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:04.004138Z digest=sha256:36d49c011d073e0a906ba75ef3856425ed6c8368d9938a0adca7a58c8dc2b017

Observation edeb9844-ad38-4cdc-b180-424908b6f857 · outbound

This paper cites A is better.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning A is better

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.371075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:04.007298Z digest=sha256:520834247a8f6f005fdcc9d0ba5bc2694c938655abe44f1a7f0ff933517c6664

Observation 1ced00a0-f132-487f-bfbb-03001a735bf9 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.359364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:04.010919Z digest=sha256:9d72d2707b758ec615c2587fc494d0feabc82e77d73359a4cadd7a5edc22d177

Observation b25fde3f-9984-423e-87b2-46b9dc934e05 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.349187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:04.013931Z digest=sha256:d6387f816acea3ff0509c2e92cf03334a7cb3a8dbc4ad963f2a234dccb009de4

Observation ff1390c0-50ce-476b-9750-6f5f41bf0ff4 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.338898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:04.017336Z digest=sha256:5bddc0d6798b054386f748fd760be622cdc4a6d0937ef33074e12b2c9179de92

Observation c5762204-181d-4793-ab7b-63d9cec06325 · outbound

This paper cites an unresolved cited work.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:55:04.329428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:04.020880Z digest=sha256:fe1d663c397a5f124873fbd98f31bdaa6a0d3eda9827e6f9f2582fe63734ce21

Observation cd82596e-c0ef-4459-b17a-0b814d6a6c8e · outbound

This paper cites Figure 10: Evaluation criteria provided to annotators for the AB test.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning Figure 10: Evaluation criteria provided to annotators for the AB test

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:04.319930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:55:04.024042Z digest=sha256:6d97bc785be6a30a8d48f3e75f2005298df4a93bc33a801468a8310831cf2bae

Pith citing papers

Observation 740421ae-f8ea-49d9-9ee5-4063791fcc64 · inbound

RETROSPECT: RETROsynthesis via Sequential Prediction, and Chemically Transformed-ranking cites this paper.

RETROSPECT: RETROsynthesis via Sequential Prediction, and Chemically Transformed-ranking Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-07-02T16:07:08.919900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-27T23:00:13.214367Z digest=sha256:aa852119f84ec377388c34f246c97ea299507a758f9f11ecfd6612119607465a

Observation abcb3b60-5a17-475e-a7e4-268a6dd8c3fb · inbound

Large Language Models in Process Systems Engineering: Opportunities, Architectures, and Industrial Deployment Challenges cites this paper.

Large Language Models in Process Systems Engineering: Opportunities, Architectures, and Industrial Deployment Challenges Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-07-03T12:38:07.710522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-27T08:54:30.126418Z digest=sha256:f8e1c5aa31f9a93a709dae7c557e957cbb8bf109dfcda51599865028a5fae3a4

Observation 847b5a98-d051-4f87-9680-83e6ce19dcf1 · inbound

Augmenting Molecular Language Models with Local $n$-gram Memory cites this paper.

Augmenting Molecular Language Models with Local $n$-gram Memory Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning

Reference 71

Resolution
verified exact
arxiv_id, observed 2026-07-03T10:37:56.669482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-27T09:57:12.398344Z digest=sha256:36ba2bf9499d9879e03073f7c16850a5b86cc7a295eddca671d64659f28fbdcb