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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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.292932Z digest=sha256:b0195529283eba621179c5d0fd5da6fdb3c9506ec7a09f9aa9146974ad78b068

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.297229Z digest=sha256:1f6b9f50411dc256dae3632c6e0dbeff94f9635bbeaffff246c7fbe7c01d2407

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.300928Z digest=sha256:13a51b90a3b29a06153a7a31ca893445fce605fb1e2cd42ee90a552b3aa8b1d2

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.304850Z digest=sha256:ecb1ba27c5b93df0e105cacf2beafe789ae7daeee87bee9e33ce871c61f88001

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.308642Z digest=sha256:977519bcd6e466cede2609dae5296e486ac455800db38d3606ea0d99d3097176

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.312710Z digest=sha256:04a23949e87d8545fc9ec7ca94c8d36674d37cc4974e0d64ae4025bfb8f90ea9

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.320162Z digest=sha256:86f53b162179c3dfe0af8c49aa863c5ca4a50db19278e9f50bc60cf5476952f8

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.323172Z digest=sha256:fa325140949ef836eb7e2a0ecc2ce59ace9dc52a2d5f443927f1494d0250c97f

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.326299Z digest=sha256:ef701049ce92f9e043ce2de34cd631c059289309d6f7925768b25d0aad7fcc8a

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.332288Z digest=sha256:0a88463cdbbc4f3fc46243b72988d1b08699fd67180b953bb4d561016aa93221

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.335566Z digest=sha256:7f7b2a52dcca3269252ffb764ad4ef571029b53bfcfe17db9997326ed9120aa7

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.341581Z digest=sha256:b2056b359ea52845304be8f671ded168f72962a47c4b58563be0b32837eac390

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.344626Z digest=sha256:02520df6a81ab776c89eab55643914268bb96bd2e5dae128806c9e6a452deb2c

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.348236Z digest=sha256:14f8b1d6b71b73aa2a12aa9ad9ed6c39f4ad523844ce2a01719b3023ca94f7a0

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.351277Z digest=sha256:16232f39fe4930513e963b688490cc84f67da0991ed47fdaf3fc92f8f65df456

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.354262Z digest=sha256:9c622e4885728d9715737361539f757c177e1729d14f306d40c7c449782b1f87

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.357319Z digest=sha256:dab50bbd02081dc78669678f1af1298fa5418cab1e13cbf2cc8f90b688a28fe6

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.363548Z digest=sha256:ad573d09c192b49446af1be71b469542fa49283e915d5cda1a8515d152d61b7e

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.369319Z digest=sha256:89a268ff8cbc3f4e26be71975d7fa3ede13595e9ae241dbfa7818fa65d2e60c9

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.375579Z digest=sha256:6eec84a101208cfde28c8632d2347561a14089e5e0c69f4882a98020d585251f

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.379246Z digest=sha256:2a04b46481dcaa9218c0ddfb4c7bbe53f480e599d2009b61f0e65010633c826e

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.383072Z digest=sha256:4cb760a031bd039c1e830fce00abf3a77e197af77124d8611e21e38335dd5c40

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.389459Z digest=sha256:d6cc2cacbdba7f91a2bf7f03498e4198e1111f6e5f01d164ca93c06744f96474

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.392393Z digest=sha256:b317cb068f18095f5c108027e91838ee335af3332b7bd4744459249594792fac

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.396214Z digest=sha256:6938305703cbd89cc68427d4772e502a0102b2914bcf4230187dd4946f37edaa

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.399204Z digest=sha256:dcd317583ad1948698fe6dca34afc6838207cda94afaa6b0b667ac0720d7b6ac

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.403379Z digest=sha256:9e62c19f3d3155c35f539fb0e822bbbd580d7a453548c1bb2006545575d068f1

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.406335Z digest=sha256:146cd388c61185d3f6d61c6705ef20c964bf356d45a3c90d2013043e07d5e705

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.413593Z digest=sha256:40bc66a01e7bd669fb5168152ded0e7b36b4f5a7a186941fc6ad3b8b2ebf7deb

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.416484Z digest=sha256:6068df871bd71b4d09e1edf52d0cb09ee909eae761c35c857b14603a1341a34b

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.419458Z digest=sha256:59b303904e0ea316ed832dc111f1360a697dc0be2b36f7a685297cf1742726e4

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.422617Z digest=sha256:96a1b63fcf61c367fe569103679b28433efee69ec7041aac34777355332352bf

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.425658Z digest=sha256:a8864151501295ab8d142a83a7c4228cec3d29cb3393fde2637d6d426787435b

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.428732Z digest=sha256:dfaeb8a4ebd6c26edd11eacbdb101c29b3532bb2959585dca1843d5ec29cca61

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.431779Z digest=sha256:34d82fe065e30b958178ef30bece8ba416f3b98a3c8eb647d26dbc16df2dbd09

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.442198Z digest=sha256:b0dfde4c0059905b4677e812d51578f8be6ce7764d194a1f229741f37619d4db

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.448029Z digest=sha256:ae86e685d10bd15f1426df74c333fed76711477a69a4c1a07d9f069316256f99

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.450929Z digest=sha256:24811eb55bb055dc67ffd74388faccf3dc8e36237f71f60d1812b5812b5c659e

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.464369Z digest=sha256:a9ca749d06d6a613ddab15fd952b7a0a6b050c5ba9b3f1741e273fff58e7d291

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.470882Z digest=sha256:221cbc857f05fa203014d3e2e1de5b3921cd24fb4d6ceb66d3ab03717b5edb4c

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.473855Z digest=sha256:3eb44d64756b1d297cef9fe92f52ac356f8b5118dd15352e563b48166a716ab4

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-10T15:39:26.476990Z digest=sha256:93ebd909bbc1b794492d524e4c7d1de1b77eeebaa06cd9d81bd141666c7118f7

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T14:17:51.842579Z digest=sha256:da39602b6b2cc673486e1dd35858d66eb7c5cfa711f6244be622dcc65d26a201