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Paper Citation Record · LEDGER

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions

As of 15 August 2026, this Paper Citation Record lists 90 of 90 outbound references and 1 inbound Pith citation observation for arXiv:2509.07370.

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

pith.paper-citation-record.v1
2509.07370 v2

Coverage vector

measured 90 of 90 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:24:47.811511Z

measured 91 of 91 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T06:31:18.690586Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T06:33:05.683563Z

Reference resolution

90 of 90 outbound references displayed

  • verified exact0
  • verified fuzzy59
  • unresolved30
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5194812b-90a0-4e5e-b157-083e7509c35e · outbound

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

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions , " * write output.state after.block = add.period write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:39.519993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:39.519993Z digest=sha256:23e11c0281282468c1b0f302a25a363c3a49624423882a9dc28a0f9e35848b80

Observation 6fcc3569-da35-4e93-9a6e-f8ede9088b15 · outbound

This paper cites write newline.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions write newline

Reference 2

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unresolved
no resolver link, observed 2026-08-04T22:24:39.635646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:39.635646Z digest=sha256:3a558d7b070bd8e2c8444eb69ad0a46dd0ffca6d367dc44317cbde418ec3d7a2

Observation 4c398479-7c77-4f8a-b2eb-2dca1b6be52d · outbound

This paper cites Information Systems Research 35(2):441--459.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Information Systems Research 35(2):441--459

Reference 3

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unresolved
no resolver link, observed 2026-08-04T22:24:39.796315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:39.796315Z digest=sha256:097364ff98c00f51f8c1a8549c9f3e708d3fe26f9f90561c1ba59ce308aa07e3

Observation 8bb39ee5-bcc4-4f9c-bd2a-f911162c8058 · outbound

This paper cites Information Systems Research 29(3):612--640.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Information Systems Research 29(3):612--640

Reference 4

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unresolved
no resolver link, observed 2026-08-04T22:24:39.959709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:39.959709Z digest=sha256:f80dd937c02846d5141f3d8ebd17ec14254d032087b9bb4cb07cc77f50f4bd8f

Observation 7cd5d9bf-0334-429f-9983-ac02f62d9169 · outbound

This paper cites Humanities and Social Sciences Communications 11(1):1--30.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Humanities and Social Sciences Communications 11(1):1--30

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:40.097800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:40.097800Z digest=sha256:061cb9718d09649d031ae976cf608ceffdd44efb46a7453818db814021cd96e2

Observation e9894b5d-22fe-445e-884f-4167ce60cbfa · outbound

This paper cites an unresolved cited work.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:40.253403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:40.253403Z digest=sha256:c127bd59504b4c6e1635955a05cfd6c210b6fdf4673546346b652926f32c62ee

Observation d25fe6f3-358d-451e-86df-278275aabbbc · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Constitutional AI: Harmlessness from AI Feedback

Reference 7

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unresolved
no resolver link, observed 2026-08-04T22:24:40.421240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:40.421240Z digest=sha256:5b4dd28a08ca05ba9e95c201fbaea3909744ff5726412f26b890963dab4593f5

Observation fea621db-49e8-4013-8393-9fe2d0dfa2fc · outbound

This paper cites an unresolved cited work.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:40.531114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:40.531114Z digest=sha256:b12c7011899c8d646849d4e0e98e3fccd50a180c5e087cd458c2bdf6f83ae112

Observation 155e0c6f-28c7-4b0f-b4ac-ecc641296db0 · outbound

This paper cites APL Machine Learning 2(2):026119, ISSN 2770-9019.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions APL Machine Learning 2(2):026119, ISSN 2770-9019

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:40.649164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:40.649164Z digest=sha256:96224b124b08cd77ad4244f9d85cf0c88a37cadc2b8a7f5fffd958f20e957b2a

Observation 1ccaeb5a-5186-4503-be00-6031d120d61f · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025, 24761--24778 (Association for Computational Linguistics), ISBN 979-8-89176-256-5.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Findings of the Association for Computational Linguistics: ACL 2025, 24761--24778 (Association for Computational Linguistics), ISBN 979-8-89176-256-5

Reference 10

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unresolved
no resolver link, observed 2026-08-04T22:24:40.751744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:40.751744Z digest=sha256:98b1187a010084b0261b767a5a52e7e9f189d6517122210bc67ddb786bab57e7

Observation a810e5f3-8fde-4048-9d70-486d37c89fea · outbound

This paper cites arXiv preprint arXiv:2501.05032.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions arXiv preprint arXiv:2501.05032

Reference 11

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unresolved
no resolver link, observed 2026-08-04T22:24:40.857437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:40.857437Z digest=sha256:341dcec60234a39f99b603924b5205c9d6b8f0d080d2167392d93691952ec995

Observation 463be62a-abbb-4b7c-a3f3-7d3a805c060e · outbound

This paper cites an unresolved cited work.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:40.944944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:40.944944Z digest=sha256:22c1a6f95c65398b2a616ff0898535c57c98b75202abd6530b6b32493821eac0

Observation a74535d6-d614-4e55-9e7f-1a02ecb617f6 · outbound

This paper cites Transactions on Machine Learning Research ISSN 2835-8856, survey Certification.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Transactions on Machine Learning Research ISSN 2835-8856, survey Certification

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:41.032422Z digest=sha256:0ed183a91dd5402f3bb0bca491b7e698a2fb135dee3f8ca07c48c1859a9c79fe

Observation 19d83071-da6a-4dfa-96f3-f5dc2410736e · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2023, 1170--1183 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Findings of the Association for Computational Linguistics: EMNLP 2023, 1170--1183 (Association for Computational Linguistics)

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.690599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:41.120254Z digest=sha256:ee84555e203b5fb9d97877dc37d02ab7c335d818e89b1f2a01d296f29b29d88b

Observation c2956b4d-0677-476a-bbf8-e8d71d40641a · outbound

This paper cites Management Science 70(12):9101--9117.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Management Science 70(12):9101--9117

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.682057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:41.187056Z digest=sha256:ca287a7a6cee54497d185dcf5955be91158e6a18d2beec7ecbb04fe869d06978

Observation 356ba312-7806-4996-861e-5d55a1881f76 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 15959--15983 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 15959--15983 (Association for Computational Linguistics)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.673553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:41.379039Z digest=sha256:3322056d611f3c1959257b646b64a2d912f8c00877089547ef4e217fa3047666

Observation 132f0899-29be-40f1-9607-e77eb9f3bd50 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Training Verifiers to Solve Math Word Problems

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:41.443708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:41.443708Z digest=sha256:e50139de8ef30e36ef164f66947bb2a1914d778fa962914f947eab3679c47ed5

Observation 5e388fb5-a185-459e-bd92-bb0800f746a5 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025, 6342--6362.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Findings of the Association for Computational Linguistics: ACL 2025, 6342--6362

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.663535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:41.516314Z digest=sha256:240c7191c9a151847815645663000a1024f5e449cdef68830cdf03aac3427eed

Observation 664ec113-c2b4-4b07-ad14-eb4b851e34ed · outbound

This paper cites MIS quarterly 319--340.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions MIS quarterly 319--340

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.654730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:41.593571Z digest=sha256:75028ece0782650d6cbc5718001c1d4aa4e9ac82d11c876ef021e7c2ffe415c6

Observation e9b27c21-165e-4e51-b972-0a079ff0c6ea · outbound

This paper cites Information systems research 19(1):93--105.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Information systems research 19(1):93--105

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.646113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:41.667357Z digest=sha256:b8fae690be047b0a6a73b2dd9171cba8827c4fb72c0e816491d547271305bea2

Observation 67a64741-e6ed-4d49-a3b1-46877cba7bd5 · outbound

This paper cites an unresolved cited work.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Unresolved cited work

Reference 21

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unresolved
raw_fallback, observed 2026-08-04T22:24:50.637473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:41.802605Z digest=sha256:2cac240f7066d120a941a872d4bfa140af002fc2f11185ee1b1099c7225b2d44

Observation 3355c6b6-a744-46d3-9c98-360c2efc7bbd · outbound

This paper cites The Llama 3 Herd of Models.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions The Llama 3 Herd of Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:41.882982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:41.882982Z digest=sha256:34e93698b539cce95bfb76a97d5171f41d5d0c8d0a7979d951affc620c336f8d

Observation fd2699ec-b0c5-44a3-9bae-390cc2eaab5b · outbound

This paper cites big five.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions big five

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.627573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:41.964103Z digest=sha256:aa9aa544bccefb4ad1811d702e989e4dc86ae2d926cef10625a07a3b549789cc

Observation 1c271f33-ab70-4d50-963a-f87017a5877b · outbound

This paper cites Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 11371--11380 (ELRA and ICCL).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 11371--11380 (ELRA and ICCL)

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.619107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:42.072401Z digest=sha256:6d271f2ad36ef539a14024c7455c8f9e15fda99e6e5c1a98c2436db66d63d826

Observation 7ad31656-2502-4c9d-bbf3-f3bd4e2600c3 · outbound

This paper cites Journal of research in personality 56:82--92.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Journal of research in personality 56:82--92

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.610433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:42.177186Z digest=sha256:5f770afea757d9e22ea4ed98f362872dd9060ef443dd85c329427571cf5fec79

Observation c3ab3497-a321-46a2-afdf-d2886868b319 · outbound

This paper cites The Thirteenth International Conference on Learning Representations.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions The Thirteenth International Conference on Learning Representations

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.601369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:42.265636Z digest=sha256:3ec73c76c71db035b154a25d9db0ab1d05bc3fb550468317693341b686c1807e

Observation 787b097b-5795-4008-a5b4-f5edefac00ef · outbound

This paper cites Proceedings of the National Academy of Sciences 122(24):e2501660122.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the National Academy of Sciences 122(24):e2501660122

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.592575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:42.346043Z digest=sha256:5c3ee8be9ea87716598c52cf78ef338774491f1fbd75318f1184a5487e080353

Observation e135bbac-9535-4d6b-ad29-f91497864662 · outbound

This paper cites Scaling Synthetic Data Creation with 1,000,000,000 Personas.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Scaling Synthetic Data Creation with 1,000,000,000 Personas

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:42.425486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:42.425486Z digest=sha256:a35c33ee2c77b30bafb86d3394af40b0381c67dea88d0230b7c82039f35996dc

Observation 3c89e70d-a2c2-42b1-9b15-ad8ec4eee723 · outbound

This paper cites Quality of Life Research 21(3):475--486.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Quality of Life Research 21(3):475--486

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.582508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:42.563502Z digest=sha256:482e02a4e7b548742bbd7ed878018485a5c5907d9d609dda7652a32304aad370

Observation 48247239-e9b4-46bb-8230-55351fd8be5a · outbound

This paper cites Proceedings of the National Academy of Sciences 120(30):e2305016120.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the National Academy of Sciences 120(30):e2305016120

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.573954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:42.653785Z digest=sha256:dafce2691db1d74f471625928bd8b6435e88f9addc05613fbaaa2110ec1b2ef5

Observation e0b58865-2c92-4692-adc6-8c93c5643fc6 · outbound

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

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:42.736107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:42.736107Z digest=sha256:58ec2df1346738898fe99efc945e3bc2013296cc5d05b3891cce6ad8f2ca8cc3

Observation 9d427749-0439-44e5-b0a3-b4f9f0e91e8a · outbound

This paper cites an unresolved cited work.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-04T22:24:50.565184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:42.813747Z digest=sha256:a670d1840b580d599f04528b7908d1142a11cc06d4051ca05833a7a54b8de3db

Observation 8594a2d9-e0be-4829-9608-c943dc8b8c45 · outbound

This paper cites (2025) Which economic tasks are performed with ai? evidence from millions of claude conversations.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions (2025) Which economic tasks are performed with ai? evidence from millions of claude conversations

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.556529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:42.892765Z digest=sha256:1c83dca5cf5ae45e1b140895f7b931fae060d79f729f46464b1d5b693efab61f

Observation 37ad94da-4651-4eae-a1cd-e6b2a5d81e38 · outbound

This paper cites Procedia - Social and Behavioral Sciences 30:839--843, ISSN 1877-0428, 2nd World Conference on Psychology, Counselling and Guidance - 2011.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Procedia - Social and Behavioral Sciences 30:839--843, ISSN 1877-0428, 2nd World Conference on Psychology, Counselling and Guidance - 2011

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.547552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:43.026089Z digest=sha256:fedd03c3fad0819968845d0db4801241d8dbe79f7553dc4b977c1f5f1c455cf9

Observation a09be696-8464-4357-a3ae-0342e40382e7 · outbound

This paper cites International Conference on Learning Representations.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions International Conference on Learning Representations

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.538777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:43.122126Z digest=sha256:a4bd12b456c9259e7b93c938fb9fcde58f04381af050085e2ee31b60f6f02c4b

Observation af06079a-2dd7-488d-8fb2-e86a3a0b428d · outbound

This paper cites Operations Research.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Operations Research

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.530144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:43.170514Z digest=sha256:615abbd0e2888582f35563d78133cc9939804c461e7cca8ea9adf010f03dc718

Observation 4cfee772-46d1-4f9a-9765-0dd72c65ded6 · outbound

This paper cites Training language models to be warm and empathetic makes them less reliable and more sycophantic.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Training language models to be warm and empathetic makes them less reliable and more sycophantic

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:43.296659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:43.296659Z digest=sha256:2ca0bd96a3a84b6b60c07fa46b9b6677e8318d3f8211c7d0a73f9f7c647b8a67

Observation 2daade28-3fb0-4f76-9704-f3fbc98a1495 · outbound

This paper cites Mixtral of Experts.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Mixtral of Experts

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:43.418529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:43.418529Z digest=sha256:16426a3d93a61b8e5555aea82652d963fac8bb97988f749b9765a84f2720fe5c

Observation fcfa7e5a-a785-478d-9964-8a4c2325b549 · outbound

This paper cites Findings of the Association for Computational Linguistics: NAACL 2024, 3605--3627 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Findings of the Association for Computational Linguistics: NAACL 2024, 3605--3627 (Association for Computational Linguistics)

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.521398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:43.500633Z digest=sha256:e7781fda3175e4d176ade87f4cad043ec35a0686318ed369114f0f0632384029

Observation 146349ea-d3a8-4f41-8d2f-c4de879c29b3 · outbound

This paper cites Nature Communications 15(1):9074.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Nature Communications 15(1):9074

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.511685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:43.604570Z digest=sha256:46b1ac7d3275af1b6a550c42be106751a031ce80809b4b8bac1fcd4f80fa947e

Observation cdb2e7e8-bc39-4d6e-a6b2-6aca0c7083e3 · outbound

This paper cites The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.503105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:43.712202Z digest=sha256:43dc3cc70f11536f733ed2f07fc003b549d5751e034b0e476cfea84d6333c50b

Observation 2863b373-18b2-4e0b-824e-6faa78f98f0d · outbound

This paper cites Quality Innovation Prosperity 24(3):90--105.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Quality Innovation Prosperity 24(3):90--105

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.494319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:43.804032Z digest=sha256:4d099e8a635c1e4b2112f1ada5ed98c892416c7b07cc4d2fc1e5c12715660403

Observation 815f8c2a-04bd-4d92-ab92-dbab531e8ed1 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 15232--15261 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 15232--15261 (Association for Computational Linguistics)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.484231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:43.886475Z digest=sha256:cfe9b8101b3958853b8fe88ffd0df39daf36dc8911f43f5f375be5e1800ea2f7

Observation d75b3241-0294-4dc1-8b65-5aafee1b28fa · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, 14581--14602 (Association for Computational Linguistics), ISBN 979-8-89176-251-0.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, 14581--14602 (Association for Computational Linguistics), ISBN 979-8-89176-251-0

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.475030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:43.963600Z digest=sha256:3c096752950e5def7de3f0cdbe7efd4629612b53f037cf48619e32ec97b080e4

Observation 0bf6404c-d44a-45b8-a195-aa7a7753e0e6 · outbound

This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 14397--14413 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 14397--14413 (Association for Computational Linguistics)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.466062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:44.059957Z digest=sha256:fe53ed43b069dc6ff41c7dec3637317c070ecb381c7977169dca83d903378232

Observation 3e06bffb-ebc4-45b3-abc5-36a3d51385e6 · outbound

This paper cites (2017) Overcoming catastrophic forgetting in neural networks.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions (2017) Overcoming catastrophic forgetting in neural networks

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.456227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:44.139482Z digest=sha256:937b67bfe658d3e9f4c71b90a3fae95a1901a501c86dbf53d72e8ef14aa917d1

Observation 422c66f4-c62d-46b0-b5db-f9c07889704a · outbound

This paper cites Advances in neural information processing systems 35:22199--22213.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Advances in neural information processing systems 35:22199--22213

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.447025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:44.243292Z digest=sha256:3e4d0475236b2125298af32a952a7fb4459a942776db90b3d2ad81f3c5a0b7a2

Observation a0860b82-b759-43ba-a958-4bb57a838882 · outbound

This paper cites The Twelfth International Conference on Learning Representations.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions The Twelfth International Conference on Learning Representations

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.438046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:44.314218Z digest=sha256:b3e85188292fb8d3341f9aa5795b4ef8b20fda10598e5563cac38b97ef49876b

Observation 70e633e2-6199-4d28-a4eb-96faf0c86949 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence 38(16):18417--18425.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the AAAI Conference on Artificial Intelligence 38(16):18417--18425

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.428995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:44.405336Z digest=sha256:5859ae03eca8627e1aeea216b7b9de232c5e7734c7f86afa3a6245a76c92d337

Observation 397fd74d-cb01-482c-8ad6-76b8e2faf04d · outbound

This paper cites an unresolved cited work.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-04T22:24:50.420138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:44.498862Z digest=sha256:99515ba1473c5950e36f22f1d1044ed317fee58ad55daa676e96fca2ffa5ea88

Observation 20926ac0-05e3-4c6a-beed-cae11d6f9d8f · outbound

This paper cites Evaluating Human-Language Model Interaction.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Evaluating Human-Language Model Interaction

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:44.589391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:44.589391Z digest=sha256:bbc36b0ecd5615121b316f44408f0a88bdad2c9701c58978ee59714fd8f22942

Observation 38ca8653-5b2d-40a3-9377-bad2787e88c9 · outbound

This paper cites an unresolved cited work.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-04T22:24:50.411821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:44.664923Z digest=sha256:fa77f6e024a5239901975616383894a9b272c408628bc23eac159bc96e8fef0c

Observation f8b76c2d-1287-4bff-a2f2-73f4f1c0be3b · outbound

This paper cites Forty-second International Conference on Machine Learning.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Forty-second International Conference on Machine Learning

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.402909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:44.770365Z digest=sha256:dd7b53d4646123d6a485a75d4e0933cccfb107dccf113594592badc3dc34dacb

Observation c1a15344-f1ca-455a-9e13-1d000b72788e · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, 9373--9385 (Association for Computational Linguistics), ISBN 979-8-89176-251-0.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, 9373--9385 (Association for Computational Linguistics), ISBN 979-8-89176-251-0

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.393341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:44.866702Z digest=sha256:25ad1daa1a84beec20ec4f61eab1877846ea706d65f5bbe966a3070fc14ae93e

Observation 3dbc8a53-a7a6-45fb-85b9-168aa2871986 · outbound

This paper cites Proceedings of the 42nd International Conference on Machine Learning.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 42nd International Conference on Machine Learning

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.384469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:44.940329Z digest=sha256:1b253f8523f4e6f344d16fe5adddd833875f0a1b06bfdfacd7bf7e45ef703fbb

Observation df7658ad-6f4b-41fe-8e70-b325f94df691 · outbound

This paper cites Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:45.017204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:45.017204Z digest=sha256:bf3de3c64e656705ed71030b76dc824c057bd85e804a39fc71c4beb65c880588

Observation a891d23a-3dce-4697-80c5-c0a6a97d162f · outbound

This paper cites Journal of personality 60(2):175--215.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Journal of personality 60(2):175--215

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.375589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:45.116087Z digest=sha256:b6f0d0aaa192bd4398c1fbb5f70e5c97d94027409787c1cd49d19cac72398bd6

Observation da85f76e-493f-47b5-87bd-daf0c4cc992b · outbound

This paper cites Human performance 11(2-3):145--165.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Human performance 11(2-3):145--165

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.366528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:45.192570Z digest=sha256:e5f9234e8ac4387a27471fd31c017ed89c517acf34a980aa614dfa5b0408f9f8

Observation f85c6f35-2f70-42b4-9ce1-31bfe0622da2 · outbound

This paper cites European Journal of Personality: Published for the European Association of Personality Psychology 22(4):323--335.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions European Journal of Personality: Published for the European Association of Personality Psychology 22(4):323--335

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.357904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:45.295856Z digest=sha256:73f1f17ec0e627c47c295811580b46e5e077b841d7cca561663b91ca2c0d2bd4

Observation 6d88284b-fa61-4116-8095-f3d7fcde619b · outbound

This paper cites https://api.openai.com/v1/chat.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions https://api.openai.com/v1/chat

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.348601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:45.390323Z digest=sha256:270a9737abfdbe171084652f4a48119160f6309a8984233ffca14e65bb7863bb

Observation caedeef9-02d7-4013-b4de-6e28cae55c9d · outbound

This paper cites an unresolved cited work.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-04T22:24:50.340123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:45.465294Z digest=sha256:e993d37f50574124184069bc21ab67dd2c8aefb8f75b5916fb6820f9d4241a77

Observation ae3be3a3-c73f-46c6-b2fe-32681be9e035 · outbound

This paper cites MIS Quarterly 46(1).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions MIS Quarterly 46(1)

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.331842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:45.553052Z digest=sha256:c2e7b9364c297411f3e062d9412705ca74b5fa2226475b12c5599c46a6666779

Observation e4be7648-835c-4e71-99dd-e3c3309c0505 · outbound

This paper cites EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions EQ-Bench: An Emotional Intelligence Benchmark for Large Language Models

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:45.657390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:45.657390Z digest=sha256:89f4f4072b09b3609c162a334299a1f09b4398ec7048ca53d018e91c44c54aa0

Observation 54916083-f451-4e82-afa3-af82da177c11 · outbound

This paper cites The Thirty-eighth Annual Conference on Neural Information Processing Systems.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions The Thirty-eighth Annual Conference on Neural Information Processing Systems

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.322425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:45.727936Z digest=sha256:5992b35ba32f631e8c278d113dd5dae4660b89cb5d268476e57972e38dac3d44

Observation e44555b5-166e-4c02-a13a-cba5cc872e39 · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2023, 6516--6528 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Findings of the Association for Computational Linguistics: EMNLP 2023, 6516--6528 (Association for Computational Linguistics)

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.312997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:45.825190Z digest=sha256:1ccf9847d400a59a96f7ab7c8abbf62ccee0b69cbde2c82ec58e3a9e8317e608

Observation fa6ba68c-32ae-44e8-a50f-d601eb1072d0 · outbound

This paper cites Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 5370--5381 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 5370--5381 (Association for Computational Linguistics)

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.304402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:45.889183Z digest=sha256:ad84f44bda7b18bc00bfd2cb88a3fed1e69cb7e8b035e1bb66fadb3c82527c1a

Observation 8f5f5cdf-dcca-4abf-8be1-e810640c8a1c · outbound

This paper cites First Conference on Language Modeling.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions First Conference on Language Modeling

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.295142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:45.964820Z digest=sha256:f822130f19d42599abdd470e848dc09377c0b8609b528873681d3cb80489e03f

Observation f8504150-03bb-4ccb-8e09-8daf4cdf4f9b · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 5986--6004 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 5986--6004 (Association for Computational Linguistics)

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.286616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:46.071494Z digest=sha256:6441ff00550d08ffdbb16f45aad7fb752d0594fe05072ffeb77d5ee0640203c4

Observation af7f3bd8-63f3-448b-9a52-2f620c4d5425 · outbound

This paper cites Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 3687--3697 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 3687--3697 (Association for Computational Linguistics)

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.277500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:46.146934Z digest=sha256:6f830737ba14df9d048deee9f95aa3b2270da8c048dba6a67132abf11b3345dc

Observation 4179614c-4aac-4e72-b6f3-ecb365a33a96 · outbound

This paper cites humanizing.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions humanizing

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.268534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:46.242053Z digest=sha256:64aaa3da20794f2ceb92b5a6184642b42e569b780fa9d066e511cb2a5d019ef8

Observation 32bd25d2-b8c9-4d20-b2ed-a11a0fcf4c91 · outbound

This paper cites The Twelfth International Conference on Learning Representations.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions The Twelfth International Conference on Learning Representations

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.259944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:46.325363Z digest=sha256:ed0a8bcb44c25f954e704ea0d6b8ee5cce3fd5545564b13ff8b2a5b79ba0362d

Observation cbdd621d-5506-4252-92a6-c4ac877e6fa3 · outbound

This paper cites Proceedings of the 1st Workshop on Personalization of Generative AI Systems (PERSONALIZE 2024), 83--87 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 1st Workshop on Personalization of Generative AI Systems (PERSONALIZE 2024), 83--87 (Association for Computational Linguistics)

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.250562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:46.424117Z digest=sha256:3afc8054de4efd566f207a55d716aa4708f9499e58f0050291d2fd57fb7834db

Observation f7fa23f5-2f3e-4cf7-900a-ae9b49d3416e · outbound

This paper cites an unresolved cited work.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-04T22:24:50.240672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:46.500133Z digest=sha256:1916241f01e49c2f9acbe249053f95b382c53b37873fd2aaedb080e5493fedb0

Observation fef4afc8-101e-4797-846b-284f1d084ba0 · outbound

This paper cites Journal of Applied psychology 88(3):500.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Journal of Applied psychology 88(3):500

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.231216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:46.571888Z digest=sha256:772419fecd7c1358081ca26d46752470bd21cb61b55a9d198f4873d09371e6a0

Observation 46287366-d75b-4387-ab53-13f28053a2da · outbound

This paper cites Advances in Neural Information Processing Systems 37:34737--34774.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Advances in Neural Information Processing Systems 37:34737--34774

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:50.076051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:46.659264Z digest=sha256:1b518abd4a140aac194f64eee34ed80eef69fb50450c6cc1ad293c42d1bb11c5

Observation 431d7fa1-c000-4c2a-9ce9-8e08185bb5f9 · outbound

This paper cites Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 3588--3612 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 3588--3612 (Association for Computational Linguistics)

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:49.943661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:46.734342Z digest=sha256:2c10b34255e756c31f3181ff0bcf8c35c38944a6cd7ee73969e97e6678ae0237

Observation a54ac477-ca0e-4eca-93c7-ce0bd862bbe8 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 11897--11916 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 11897--11916 (Association for Computational Linguistics)

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:49.875518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:46.819563Z digest=sha256:78e5fc807dc90623e13e1ec61452eb2d9eb058be813b9939adde01660d04081e

Observation e7cbd0d2-8cd3-4b3a-94ce-d2cfa6513183 · outbound

This paper cites Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 19519--19529 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 19519--19529 (Association for Computational Linguistics)

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:49.518227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:46.909885Z digest=sha256:de739dc1a8c0b68be546c1ef90460ff90ea1a2b6677bbb6e3b29242bd0e1a337

Observation d9606ad3-0c34-4749-84eb-19c0560c9469 · outbound

This paper cites (2022) Chain-of-thought prompting elicits reasoning in large language models.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions (2022) Chain-of-thought prompting elicits reasoning in large language models

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:46.966308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:46.966308Z digest=sha256:fe97c0de813559640e8808b2adcab98f4b7f5986a8c1a2c1328125aee33bcb34

Observation a0918c42-e35e-4602-a2f2-83221bde5f67 · outbound

This paper cites The leadership quarterly.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions The leadership quarterly

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:49.439481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:47.046251Z digest=sha256:3a52de0cdb8209aaf1f7138203eab67b74987b86a5ee620744f20e82f214b4b2

Observation 0b60188d-1e57-499c-9f7d-edb50681fbc4 · outbound

This paper cites Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:49.303830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:47.093251Z digest=sha256:104b0f150f239117f87707b507618c09490abc9bdb3b93b4a23356f1286d7f4f

Observation 90030f91-bc27-43f1-8421-ae138cbfd268 · outbound

This paper cites Qwen2 Technical Report.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Qwen2 Technical Report

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:47.181635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:47.181635Z digest=sha256:6ab3b5d6fbbaa2e74b38a739417528603b3771621c63f4e0526f9d4bbf167a17

Observation e31479c0-2f7e-46a2-9ac1-fc03095c7d30 · outbound

This paper cites Information Systems Research 34(1):194--222.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Information Systems Research 34(1):194--222

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:49.105137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:47.254650Z digest=sha256:b62ba9b644f772fbae014ed2d5d5afc275f81bdd6383e22e2ff727491803dff3

Observation 9de82b8c-a53b-4875-a001-08458da2b843 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, 16399--16411 (Association for Computational Linguistics), ISBN 979-8-89176-251-0.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, 16399--16411 (Association for Computational Linguistics), ISBN 979-8-89176-251-0

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:48.946583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:47.335862Z digest=sha256:98cb476a5af52c135562432ce3b633e1b1eb8d07a80907522d9dc811d1d59d47

Observation dce75e1b-e320-468c-9ab9-9ba2c7d50a9e · outbound

This paper cites Preference Learning Unlocks LLMs' Psycho-Counseling Skills.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Preference Learning Unlocks LLMs' Psycho-Counseling Skills

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-04T22:24:47.389400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T22:24:47.389400Z digest=sha256:880c60e8d130123fb0873a563f7a05a4a37d879dbbfae271e093c3dc489bca0e

Observation 3496c048-c989-411d-85af-f348189558d0 · outbound

This paper cites Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 270--278 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 270--278 (Association for Computational Linguistics)

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:48.793188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:47.476832Z digest=sha256:01a9c523480de7f48a65ece567f47d9465f4e29967de29b5ac5223f9c95a99b3

Observation d7fe21e9-9dd8-4ddd-ba2f-da81322a0d5c · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 15537--15553 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 15537--15553 (Association for Computational Linguistics)

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:48.673885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:47.553856Z digest=sha256:53dbaa6199c23de82193a4178aa8af04f9bc34665ab3bdf316f5d9524d090e14

Observation 2badc755-e521-4ff2-bbb9-09f08ae2993e · outbound

This paper cites Beyond IID: Optimizing Instruction Learning from the Perspective of Instruction Interaction and Dependency.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Beyond IID: Optimizing Instruction Learning from the Perspective of Instruction Interaction and Dependency

Reference 88

Resolution
metadata mismatch
local_arxiv, observed 2026-08-04T22:24:47.986143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:47.646281Z digest=sha256:072fee1f65b551c4ab9adbf5b064b8b3f422674dfeb5fa1471e878031d3be2ba

Observation 2d397006-b424-4e72-9d0f-f081ada758c4 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2024, 11157--11176 (Association for Computational Linguistics).

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Findings of the Association for Computational Linguistics: ACL 2024, 11157--11176 (Association for Computational Linguistics)

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:48.516782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:47.731643Z digest=sha256:8edb4edd434a3c1f16163ee4458d093a5971ab67c8c458781354014207a14a1d

Observation 5ec91988-20eb-447f-8919-63161648720d · outbound

This paper cites The Twelfth International Conference on Learning Representations.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions The Twelfth International Conference on Learning Representations

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:24:48.338167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-04T22:24:47.811511Z digest=sha256:1a5b276d2324ee227f7f1bc228a8db7f489997c1c39becef71a63424f304ada7

Pith citing papers

Observation 356640c9-c03b-4f28-8fd6-6b13534ed6f8 · inbound

Can Large Language Models Revolutionize Survey Research? Experiments with Disaster Preparedness Responses cites this paper.

Can Large Language Models Revolutionize Survey Research? Experiments with Disaster Preparedness Responses PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-20T06:33:05.685094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-05-20T06:31:18.690586Z digest=sha256:924d025ef9bf069c4adb319a167d35a3294b564f1f5dc9814d6233e07b5fe5da