Pith. sign in

Paper Citation Record · LEDGER

Can Hallucinations Help? Boosting LLMs for Drug Discovery

As of 22 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2501.13824.

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

pith.paper-citation-record.v1
2501.13824 v2

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:39:26.486423Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:17:51.842579Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T18:16:14.067578Z

Reference resolution

62 of 62 outbound references displayed

  • verified exact1
  • verified fuzzy8
  • unresolved53
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 37c917ee-8067-4a0d-a31f-b49473e0c348 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Can Hallucinations Help? Boosting LLMs for Drug Discovery , " * write output.state after.block = add.period write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.285390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.285390Z digest=sha256:18114d99af631ca9789c899253559d4f4cd9380382e824cf1766652e0e64a0f7

Observation cadc4d7c-c098-41f9-8ee4-b279cf92e812 · outbound

This paper cites write newline.

Can Hallucinations Help? Boosting LLMs for Drug Discovery write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.289355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.289355Z digest=sha256:109528b16db7e8b60f3e3974821bcbb2700138367ff707d5c7a43ca00737fa84

Observation 737e5538-967f-4c56-865d-f117abfbcb8c · outbound

This paper cites V.; Xu, Y.; and Fung, P.

Can Hallucinations Help? Boosting LLMs for Drug Discovery V.; Xu, Y.; and Fung, P

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:39:27.027743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.292932Z digest=sha256:f7ec8167e3c26d2fafc28f45bd25c9c9b106eedc1e2f874de3a0935164831d61

Observation 313ba7df-2e1c-4462-9576-9738f4425395 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:27.018276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.297229Z digest=sha256:18b8e75e4dd2e4e74aad883ddbf6931a7f0122791615e6ad953dfaeac6725c0e

Observation 32328ea4-3887-4528-8f85-0330b2f75bd0 · outbound

This paper cites W.; and Murcko, M.

Can Hallucinations Help? Boosting LLMs for Drug Discovery W.; and Murcko, M

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:39:27.009069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.300928Z digest=sha256:c6ac38cc9d169f7c6a98e974606fabc32f3996c7e07fbd113471b281222c43ef

Observation a595b174-b33f-4d3f-ac15-91c5d26c10fc · outbound

This paper cites A.; MacKnight, R.; Kline, B.; and Gomes, G.

Can Hallucinations Help? Boosting LLMs for Drug Discovery A.; MacKnight, R.; Kline, B.; and Gomes, G

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:39:26.999858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.304850Z digest=sha256:7d0c1487c4098ac1a74a3290e994cfd92d070aed8aef0e0400179b1d5a210a58

Observation 3a91e553-d43e-4d66-85c2-c999554fd6f3 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.990769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.308642Z digest=sha256:197ab294f739f0f220229119ec26325fdb7d1048d48b3cc0a25d55bab8f85a5f

Observation 28d5c411-12f3-462d-a6b1-34223b7a994f · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.981708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.312710Z digest=sha256:cde9728f778e27e42471d1f127c5f68d8f19a13ca7d0ef9e3bccb7770d097098

Observation 438cff22-1b5f-40ed-a323-b81796295572 · outbound

This paper cites Counterfactual Token Generation in Large Language Models.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Counterfactual Token Generation in Large Language Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.316802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.316802Z digest=sha256:338192bf07c0e5a9b1f34426252ecc2f62c5c811626b433307e96f08d6e2a0cd

Observation ef670e32-de27-49ae-9282-dbc71978f427 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.972587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.320162Z digest=sha256:1db658081a979408da8427e8faf1af3d99b872e6d4bec27887a50193b0e3be6e

Observation 932a2740-c05d-445a-b64b-b5886568ecdc · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.963820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.323172Z digest=sha256:16096c8bd6c5f5e2274212920a036b2b7ae0b542c2155271605a2bb4189e2e3c

Observation 55e3fba7-329c-4d96-98aa-7384ce558095 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.954913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.326299Z digest=sha256:caa77a68a0ba38733232fdd215b33c7a387c112a20256d0daf893a7a9c8d69df

Observation c2e938b6-f67b-43aa-9a57-12149191d07b · outbound

This paper cites The Llama 3 Herd of Models.

Can Hallucinations Help? Boosting LLMs for Drug Discovery The Llama 3 Herd of Models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.329245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.329245Z digest=sha256:096fb7ab5ea319dde9ae3ea44628ed889efbb7b167b091e6985a0ca7b29162cc

Observation 9e223c7f-05fd-4641-b400-f95fbadf102c · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.946171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.332288Z digest=sha256:48e024cac05c1560aa12ab35da83647441950dd6470f2a5759f860da00fff14c

Observation 36b74573-a7b5-48b8-bdfe-bfab7163138a · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.937298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.335566Z digest=sha256:c9132aa70bd4b017e73cd4ca80d99c4d4817fd35bac26b7d3dc1f88c838c8f55

Observation ffd53aa1-9074-4db1-a392-d38651d5b95a · outbound

This paper cites SwiftDossier: Tailored Automatic Dossier for Drug Discovery with LLMs and Agents.

Can Hallucinations Help? Boosting LLMs for Drug Discovery SwiftDossier: Tailored Automatic Dossier for Drug Discovery with LLMs and Agents

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.338467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.338467Z digest=sha256:26a15eccde0513baef9e04ded4c8ae24d866d1a61cbbe4e25bb4af9ab0b34b88

Observation 756abbfc-74c6-4e75-9f32-7492870f56dc · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.927414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.341581Z digest=sha256:1a4d0602d0e767f71e91d368f7eb8dc3bc78fda726d46ab39915a5b42da046dc

Observation 14337905-33f4-4bbf-9238-f7c9a62519be · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.918607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.344626Z digest=sha256:532570c59c1c868d202cb98e357b85a54c36b2b08b0abfd456c8d7b491b33687

Observation ea56a9e9-9a21-45d3-9a93-0668393100c3 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.909500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.348236Z digest=sha256:4f9602c6c17e6f4f19a9863408a2e4e20ea3816da33a6c7ff49bd92b9b2ebd8e

Observation 3ebdebe7-3358-4899-aa9b-43d7aee2fc07 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.900831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.351277Z digest=sha256:ec1b7510fdace6f64aeceb1321e6be7d79715285d7e5143eb0c3d23fff3ed92c

Observation b1e2ad13-a264-41f6-9d3c-b617a669ab4f · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.892158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.354262Z digest=sha256:85433f3d03495f3297720a163674c47588928dd02af987f1a227a2db67fe6b58

Observation b145785e-cdd6-4a40-8399-229b3b918138 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.883360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.357319Z digest=sha256:98d1c35e1098c07e93ce392694a941e4b675705ff7eddd780648ca723a2ed11c

Observation a9a11c6b-703c-4a40-955c-3ff45df5e6c5 · outbound

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

Can Hallucinations Help? Boosting LLMs for Drug Discovery DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.360305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.360305Z digest=sha256:8f32437d139e43f14a471016608a48dbe113c8feb66f577240b8bd465d05132f

Observation f6ba5bd5-7a6e-4030-a47b-bd960b2a0729 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.874488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.363548Z digest=sha256:23a605a8e51c70d915bbe91c9446288efbe29cd5b38cf275329628b408b79f4d

Observation e72d51f3-dbe9-4222-beb5-6b380b4427a3 · outbound

This paper cites P.; Rees, S.; Kalindjian, S.

Can Hallucinations Help? Boosting LLMs for Drug Discovery P.; Rees, S.; Kalindjian, S

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.366405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.366405Z digest=sha256:08d50a42dd599c1509185532137f10571a592f595ab6858a31cf7eed48d551d4

Observation b2b37f94-5d0a-4cd5-9f7f-cb5b8034a5c7 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.860737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.369319Z digest=sha256:2917af1ee0e5421b7b017e8c34b756f135f3a50faa74b28eab25e2a887474fe1

Observation 109a516f-d2e3-459f-8237-564b721ab0bb · outbound

This paper cites A Survey on Large Language Model Hallucination via a Creativity Perspective.

Can Hallucinations Help? Boosting LLMs for Drug Discovery A Survey on Large Language Model Hallucination via a Creativity Perspective

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.372257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.372257Z digest=sha256:d55c4442816357b51894d7b686a07bc44eb5dbfb6bc1dfb9c6b2e2244e620b1a

Observation 8658bf5c-1c0b-47df-b7d8-af55ba9dc0c2 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.852710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.375579Z digest=sha256:233425559c1953549c5b2e8d3fda29f38dab8d662d0183f86159460e79b008e4

Observation b6e54d9f-e8d2-4414-ab10-1d57180f3b6b · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.844412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.379246Z digest=sha256:c896a24b4e72d50728a9b32e7cd8462ff73d312ab820234a03319dd105e0a8a2

Observation 027161ec-76f7-4915-a35a-98206004f9ba · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.835565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.383072Z digest=sha256:734c4f8a246900bbb9d014dd52139d271ac6aaae7f5542b6fe760cc3a2436730

Observation 7ca7491b-dac6-4d7c-be05-ead7f82340be · outbound

This paper cites DrugAgent: Automating AI-aided Drug Discovery Programming through LLM Multi-Agent Collaboration.

Can Hallucinations Help? Boosting LLMs for Drug Discovery DrugAgent: Automating AI-aided Drug Discovery Programming through LLM Multi-Agent Collaboration

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.386149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.386149Z digest=sha256:39197932949248efe43fc5ad3cdd80b12bf4006b6bd62fff2e93c04421d94245

Observation 870f79bc-25b8-4c9f-83f9-512c564eee9f · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.827249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.389459Z digest=sha256:2435a794c2e354ebcabea79dd9d11004fc6fda10d69bb4130a7d62a0da8a64e8

Observation 3d419a4c-e848-4ab9-ba6f-690c18757fd2 · outbound

This paper cites R.; Subramanian, S.; Mohr, B.

Can Hallucinations Help? Boosting LLMs for Drug Discovery R.; Subramanian, S.; Mohr, B

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:39:26.818667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.392393Z digest=sha256:ae1c49a6d9d0bbc1087c23a8e19cedd9dd962cd89d2dea2d7d40b3a2c1370325

Observation 537c801b-e0ab-427f-9ad4-3a8bd65d2aba · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.810044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.396214Z digest=sha256:9894c97329fca2ada89b6a80205fe7ef61764d09dfefccae7ce826a0be3cf0bb

Observation 44f30393-0c2e-4fa9-a74b-f9e4b9461b0b · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.801200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.399204Z digest=sha256:adc8a2af91620edcd0a68c51d5cc553b3e957ead8382d826d15e61d9602d5c79

Observation 57be2284-fa17-416f-88f8-0b92d1f73c69 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.792361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.403379Z digest=sha256:45372bffd688e587addf54fa007dde476e973df6e3489eb8e3afaa91d9915138

Observation 7be77560-eaeb-4874-b8dd-5500ed94cff5 · outbound

This paper cites A.; and Chakraborty, C.

Can Hallucinations Help? Boosting LLMs for Drug Discovery A.; and Chakraborty, C

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:39:26.783818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.406335Z digest=sha256:c7a501b271527471502f3f9909fad8125bb5644d8be1e76b1d115d52ba38de61

Observation 12ca8594-2013-4de5-9f68-ccbe29cd433c · outbound

This paper cites Is Temperature the Creativity Parameter of Large Language Models?.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Is Temperature the Creativity Parameter of Large Language Models?

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.409517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.409517Z digest=sha256:4acce69c1162dee6abef2d082605258424ac4c4d15a16574528f6a61a92c9e1f

Observation a108ca27-3e24-414e-a5d5-7dd7f15192be · outbound

This paper cites A.; Prenkaj, B.; Stilo, G.; and Giannotti, F.

Can Hallucinations Help? Boosting LLMs for Drug Discovery A.; Prenkaj, B.; Stilo, G.; and Giannotti, F

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:39:26.775214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.413593Z digest=sha256:e25327128feb68a50a91689bba8db8b285449071ed21bbc54ea8fa07deb3a0cc

Observation bf885a70-3ed0-4816-ad71-08bf9f3c1138 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.766070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.416484Z digest=sha256:fdbe93e9ebb5748c0c3490d0d851ea9fec04354ee45f0145675c36d8d8bb1a50

Observation 5a369c6e-80c0-4461-b60e-780997ca07ef · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.755721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.419458Z digest=sha256:a04263b16fc95dd79fb4da89293afddbd1fd5479c8577f72e4032d376dd5ddbe

Observation 1b655c75-d51b-430b-bb68-5f79f3efabc1 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.746754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.422617Z digest=sha256:98feec794ece9256b78060dc6a6dd6ccd1f5c6b6a9a407b95c810bfe8a0b5eeb

Observation 451bd066-887c-42f2-b9e5-e450d3c24654 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.737873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.425658Z digest=sha256:0dc34296c8d1a5e67dd0d2c41a111b4dccdccb5894d42ac082888a2a97ec0351

Observation bfbf9274-69a5-4c4c-a960-11941fe71854 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.728678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.428732Z digest=sha256:430806087548fcb1f8be241f5b845d552c9d5c90c10329103a39537d483666b2

Observation bd078441-f737-43c7-b2ac-8c8447fb53f0 · outbound

This paper cites Improving Counterfactual Truthfulness for Molecular Property Prediction through Uncertainty Quantification.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Improving Counterfactual Truthfulness for Molecular Property Prediction through Uncertainty Quantification

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-10T15:39:26.578593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.431779Z digest=sha256:22b9ae58c29f0aeb23ae1e17f02f0cbc71d46973f476a622376c08305a202fc5

Observation 54a2aba9-3d64-470f-a181-b82dd3cd0961 · outbound

This paper cites How Random is Random? Evaluating the Randomness and Humaness of LLMs' Coin Flips.

Can Hallucinations Help? Boosting LLMs for Drug Discovery How Random is Random? Evaluating the Randomness and Humaness of LLMs' Coin Flips

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.435868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.435868Z digest=sha256:b3489105025a4359dcd9813efef852115a27886a897d7e6f990a772f1c995dd3

Observation 8f77a67a-a2b0-4d28-82a5-57c39667939d · outbound

This paper cites LightHouse: A Survey of AGI Hallucination.

Can Hallucinations Help? Boosting LLMs for Drug Discovery LightHouse: A Survey of AGI Hallucination

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.439001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.439001Z digest=sha256:a7eae0cb77f8ee6024070e748c770896714b8a9f63f5a814b75ceeba3064f1e4

Observation 6b834554-c394-4d67-aea9-d90121a7ec71 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.719559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.442198Z digest=sha256:e14329a7035af31d053a3a3cf10809966653e17d337a38fccc79508b1b6078d7

Observation 1e4acb16-e3ec-41c5-a5f4-1b7ede71b23c · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.445008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.445008Z digest=sha256:5f9a57ec5e81d21b551d0455f1b1d7bc9c4b9493228417c99e42b1b8c8b03d12

Observation 4decf52f-2f00-4ff0-beb1-48acfc90eb97 · outbound

This paper cites P.; Seshadri, A.; and White, A.

Can Hallucinations Help? Boosting LLMs for Drug Discovery P.; Seshadri, A.; and White, A

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:39:26.705613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.448029Z digest=sha256:7ee57b1e53d662ae0cfd8872b777af58d296c25729c8e98186d0fbd43e723ab2

Observation 967884ad-3de1-4eab-8452-4986f68fbc7c · outbound

This paper cites T.; Heer, J.; and Weld, D.

Can Hallucinations Help? Boosting LLMs for Drug Discovery T.; Heer, J.; and Weld, D

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:39:26.695774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.450929Z digest=sha256:b4f9d80d56538dee2a2405209b05685ff9e96011c49412036f66f6c556e364fc

Observation 2f8b5424-3faf-4490-a755-dbdb8f1802fd · outbound

This paper cites N.; Gomes, J.; Geniesse, C.; Pappu, A.

Can Hallucinations Help? Boosting LLMs for Drug Discovery N.; Gomes, J.; Geniesse, C.; Pappu, A

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.454415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.454415Z digest=sha256:3464b266f2be9efde70bebb4de077eb13c77e153dd2a4972dcdd1ab34ea96a9b

Observation efc1ef11-b898-4ecc-a022-c64e6c817a00 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.458160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.458160Z digest=sha256:c6260c79c858d905fa0d6a8db6574aa515cf8e2d362665a55f9365be2f27600d

Observation edebe4fc-6905-445d-8873-8b6539b766e7 · outbound

This paper cites Cognitive Mirage: A Review of Hallucinations in Large Language Models.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Cognitive Mirage: A Review of Hallucinations in Large Language Models

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.461041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.461041Z digest=sha256:44882b232d0129816aaf828a4b1ff1133f2d9bd1b9937b20760b34a4dca01b16

Observation c06dc8af-422d-4bc0-840f-d7ca6a29112f · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.675472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.464369Z digest=sha256:3f41bf279710550c6ad9affe6a04f8d988f2b92bad0c33aaaa7f119290e49e34

Observation 9dc92dff-85b2-415e-af31-94282ae4a050 · outbound

This paper cites ChemLLM: A Chemical Large Language Model.

Can Hallucinations Help? Boosting LLMs for Drug Discovery ChemLLM: A Chemical Large Language Model

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.467764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.467764Z digest=sha256:83577e0080260c3f475a4480d8b79e761c95627d6556e6df2918658e18c2b09a

Observation 3853890d-6562-4e15-9994-3fcbd90b0104 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.666482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.470882Z digest=sha256:9ce101defdc94a0425b4eeb84d20e31c9169d4ccefc90becdb7247c159e4a8dd

Observation 3a86ed27-63ce-4c2c-8cdc-0d4ee277c87f · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.655971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.473855Z digest=sha256:79fb501fca791d4dd9b26c1b625f8e42f987dfd3f2ba5315b43ae712e8a4b7ee

Observation 3ab19ffc-7158-4304-85c7-8b793a162ec3 · outbound

This paper cites an unresolved cited work.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:39:26.646135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.476990Z digest=sha256:a1a5e48cfb248f0ef535ce6ccc4741980f5436d69ddba832d3bc04a7171084cc

Observation b25b654b-e234-4bcd-8d3a-3ca69f49f823 · outbound

This paper cites Assessing and Understanding Creativity in Large Language Models.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Assessing and Understanding Creativity in Large Language Models

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.480193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.480193Z digest=sha256:52003b7de93ffc99528b9b0876ee1354e4b74dfa6a546bc467bad65709adea0c

Observation 232f58c9-8447-44ce-bc37-dab93ede2beb · outbound

This paper cites Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.483308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.483308Z digest=sha256:d66f04d3fa245ff43e0907911d0eaacb093626d81e77158d19dab9ee8b4598f5

Observation 25f357fb-68ea-49b7-9511-d6eff84e20b8 · outbound

This paper cites Benchmarking Large Language Models for Molecule Prediction Tasks.

Can Hallucinations Help? Boosting LLMs for Drug Discovery Benchmarking Large Language Models for Molecule Prediction Tasks

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-10T15:39:26.486423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:39:26.486423Z digest=sha256:692795d583362f25bdf971ba5789de600d0f846dd9cd3a07de93c9e40b22a5c9

Pith citing papers

Observation 66e9c6c5-47d5-44b2-add7-adf4982665ad · inbound

A Modular Agentic Framework for Synthetically Constrained Multi-Objective Hit-to-Lead Optimization cites this paper.

A Modular Agentic Framework for Synthetically Constrained Multi-Objective Hit-to-Lead Optimization Can Hallucinations Help? Boosting LLMs for Drug Discovery

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-15T14:17:51.931559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T14:17:51.842579Z digest=sha256:3ec74b5a705e88b97c1c08faa666c8714d7c41a1a84c95b925e3f76121224258