Mitigating Over-Personalization in LLMs via Structured Memory | Paper Citation Record

Observation 14954974-8078-4b66-b2d8-9368dc2f1189 · outbound

This paper cites Evaluating Very Long-Term Conversational Memory of LLM Agents.

Mitigating Over-Personalization in LLMs via Structured Memory Evaluating Very Long-Term Conversational Memory of LLM Agents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T00:15:18.643425Z

Source-reported events for the cited work

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Observation 528e4f92-0c00-427b-bb1f-00b423ade09d · outbound

This paper cites arXiv preprint arXiv:2511.14937.

Mitigating Over-Personalization in LLMs via Structured Memory arXiv preprint arXiv:2511.14937

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T00:15:18.649271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites health": [...],.

Mitigating Over-Personalization in LLMs via Structured Memory health": [...],

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.751164Z

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Observation e45b462b-a811-4dc9-a97a-579c5fe8a14e · outbound

This paper cites RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval.

Mitigating Over-Personalization in LLMs via Structured Memory RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T00:15:18.661333Z

Source-reported events for the cited work

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Observation 5475b5a1-02e6-430a-9da5-9b5e54b32e60 · outbound

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Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 7

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d473c926-b5b1-4fa8-9d70-f33f185d72f7 · outbound

This paper cites he/him” for Troy. A later memory then states: “She began weekly therapy sessions on Tuesdays at 4 pm starting January 23, 2024.

Mitigating Over-Personalization in LLMs via Structured Memory he/him” for Troy. A later memory then states: “She began weekly therapy sessions on Tuesdays at 4 pm starting January 23, 2024

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.858763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6f9ae629-d7ca-47c3-91f9-cce448047f90 · outbound

This paper cites Risk mitigation & safety focus (especially resonant given your personal connection to road safety).

Mitigating Over-Personalization in LLMs via Structured Memory Risk mitigation & safety focus (especially resonant given your personal connection to road safety)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.052709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 16f9e3a3-a786-4bfa-933d-8de2bf40081c · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.787699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e7aad26e-351e-443e-b152-e8b780f7a3c4 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.767902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6afad6dd-5e8d-41ee-9eb5-1ae9eb333b60 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.728046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4db5cd68-bff3-4eed-8ecf-b504c5ef4368 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.712912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0994d9cb-1382-47ed-822c-f65ac70b833b · outbound

This paper cites travel" not both.

Mitigating Over-Personalization in LLMs via Structured Memory travel" not both

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.686169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c412ddfa-f8e2-4667-9161-fe23e8c3c105 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.834606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7ee6224d-7607-45af-82e7-1e55e1db4d08 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.668543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 07b5cfd3-ea4a-4182-82f3-a91dffe2e356 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.649274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bbfa798a-01a1-42f3-984c-847efe8db99e · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.633251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 63d26b3b-1a85-4d87-a2ef-59b55d0def98 · outbound

This paper cites health": [...],.

Mitigating Over-Personalization in LLMs via Structured Memory health": [...],

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.618127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 77294f1f-689e-474e-b5ff-9dd96734e267 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.595197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7a57dd4f-0aa8-4565-ab87-b0975dfd87d8 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.577991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e2ec72fd-fecb-4dd4-b378-337120134164 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.563151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 85a87664-cd49-475a-b852-a12e7130d51d · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.546150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 82cd23c3-7956-4523-ad5e-c49264720318 · outbound

This paper cites health": [.

Mitigating Over-Personalization in LLMs via Structured Memory health": [

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.530279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 747a9f59-62c5-4104-bab1-9effb9348d56 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.515505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1c893222-aae7-4424-912d-e6b1c699d31a · outbound

This paper cites Your task is to assign every memory from the flat list to exactly one leaf in the tree, choosing both the best top-level category and the best subcategory within that category.

Mitigating Over-Personalization in LLMs via Structured Memory Your task is to assign every memory from the flat list to exactly one leaf in the tree, choosing both the best top-level category and the best subcategory within that category

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.496738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 16e0f606-e2a9-487c-bd25-b710ef883dc6 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.480186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 105f3a9a-d370-47a1-851f-5a2567a77d29 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.806980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b5baa671-5693-494c-af1c-fee678b1a005 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.459657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 289bab2d-1051-48c4-b64f-08747ee91c47 · outbound

This paper cites health": {.

Mitigating Over-Personalization in LLMs via Structured Memory health": {

Reference 33

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T00:15:20.444446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 05e21589-26d5-4e93-96e9-d79f21804a85 · outbound

This paper cites same-day/next-hour.

Mitigating Over-Personalization in LLMs via Structured Memory same-day/next-hour

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.428775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 26e33b4a-2191-4155-8a40-0274ff3d81d0 · outbound

This paper cites Turn browsers into buyers with same-day delivery you can count on.

Mitigating Over-Personalization in LLMs via Structured Memory Turn browsers into buyers with same-day delivery you can count on

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.382200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f1517797-1f44-4ad2-b36a-fd2dc74a7236 · outbound

This paper cites • Digital self-service portalfor SMBs and individual customers – instant quote, booking, and tracking.

Mitigating Over-Personalization in LLMs via Structured Memory • Digital self-service portalfor SMBs and individual customers – instant quote, booking, and tracking

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.365211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b3cf305e-b37b-41f9-a686-5923d48b966f · outbound

This paper cites speed-boost.

Mitigating Over-Personalization in LLMs via Structured Memory speed-boost

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.343343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0f99b4c9-bdee-49c9-8877-995f3ee1845a · outbound

This paper cites Fast. Safe. Always.

Mitigating Over-Personalization in LLMs via Structured Memory Fast. Safe. Always

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.313248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b7ee0dec-3bdc-40a3-a8c1-05e1cb5dbb69 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.299741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cd8ec7a1-8c1b-49e2-9871-8fae5c5d5d02 · outbound

This paper cites Stream it on social platforms.

Mitigating Over-Personalization in LLMs via Structured Memory Stream it on social platforms

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.282355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3886c8f7-8f56-4304-a38a-598e7a23e807 · outbound

This paper cites under-hour.

Mitigating Over-Personalization in LLMs via Structured Memory under-hour

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.241976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e93d8905-d3f7-44b7-9371-df55d330759a · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.205610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0790c0d4-42a0-4b19-a6b3-29c1f4413534 · outbound

This paper cites How high-speed logistics is reshaping urban commerce.

Mitigating Over-Personalization in LLMs via Structured Memory How high-speed logistics is reshaping urban commerce

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.147822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fbe3225e-a920-48f7-9b1c-ffb1bfd91000 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:20.101513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8940f7aa-b726-48c1-9486-c36e5923968a · outbound

This paper cites • Advanced driver-assist systems (ADAS)– automatic emergency braking, lane-keep assist, and collision avoidance.

Mitigating Over-Personalization in LLMs via Structured Memory • Advanced driver-assist systems (ADAS)– automatic emergency braking, lane-keep assist, and collision avoidance

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.076784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f60b991d-739d-47c2-aa7e-d50ba87a9c4b · outbound

This paper cites copy-cat.

Mitigating Over-Personalization in LLMs via Structured Memory copy-cat

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:20.020055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8c918ba9-ab01-4f24-9945-6e44d3aa3237 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:19.992264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 327b1c18-158d-4f88-b10a-04f058388e7f · outbound

This paper cites Lightning-fast, reliable, and transparentdelivery that gets your product to the customer before they even finish scrolling.

Mitigating Over-Personalization in LLMs via Structured Memory Lightning-fast, reliable, and transparentdelivery that gets your product to the customer before they even finish scrolling

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:19.971566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 84d503a1-b15e-4b5f-9122-4f936bc8476c · outbound

This paper cites Event-rush.

Mitigating Over-Personalization in LLMs via Structured Memory Event-rush

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:19.954910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b9869f0c-e88d-4a69-b0af-fb152de60198 · outbound

This paper cites Unlimited 2-hour deliveries for $X/month.

Mitigating Over-Personalization in LLMs via Structured Memory Unlimited 2-hour deliveries for $X/month

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:19.925300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 259a0fdd-ea9f-41ac-9235-b891be9baf2f · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:19.896586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1adb7d53-8184-4559-bc63-27519093e57f · outbound

This paper cites Offersandboxanddeveloper support.

Mitigating Over-Personalization in LLMs via Structured Memory Offersandboxanddeveloper support

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:19.871146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1991c0e7-5290-4206-a9ad-94d699bc7a19 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:19.842217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 22e866c2-e148-46f4-8d67-f98aa014ee92 · outbound

This paper cites Fast-Track by [Retailer] + [Your Brand].

Mitigating Over-Personalization in LLMs via Structured Memory Fast-Track by [Retailer] + [Your Brand]

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:19.818508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5f566d8d-279d-4025-8075-bebd5b3c66f4 · outbound

This paper cites From click to doorstep in under 60 minutes.

Mitigating Over-Personalization in LLMs via Structured Memory From click to doorstep in under 60 minutes

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:19.780469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1b1f816f-02ab-44dd-b444-b7bffa96ffde · outbound

This paper cites Beta Blitz.

Mitigating Over-Personalization in LLMs via Structured Memory Beta Blitz

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:19.756838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3ddb8633-205d-419f-9dbb-9dfc3448aa29 · outbound

This paper cites surge-capacity.

Mitigating Over-Personalization in LLMs via Structured Memory surge-capacity

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:19.726842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 28924239-6150-4d07-8095-25f26c69eaee · outbound

This paper cites speed gaps.

Mitigating Over-Personalization in LLMs via Structured Memory speed gaps

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:19.680935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 77d83093-c824-412e-954e-9467875809f5 · outbound

This paper cites marketing strategist for a logistics and shipping company.

Mitigating Over-Personalization in LLMs via Structured Memory marketing strategist for a logistics and shipping company

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:19.659133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9004308c-73a6-48d1-be1c-e0027fc1067a · outbound

This paper cites underperforming position.

Mitigating Over-Personalization in LLMs via Structured Memory underperforming position

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:19.641375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e78431fd-49aa-4f22-9ae1-22acc1845970 · outbound

This paper cites stagnant position.

Mitigating Over-Personalization in LLMs via Structured Memory stagnant position

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:19.615524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cceea262-587c-41bc-8555-ee3a3df9df8d · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:19.586907Z

Source-reported events for the cited work

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Observation af69a12b-939f-4451-9731-8a78d7453870 · outbound

This paper cites investment.

Mitigating Over-Personalization in LLMs via Structured Memory investment

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:19.546818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 834e2426-1e35-40ec-a0b6-feb427b1f7ed · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:19.521482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 17d4b2f2-7a2a-4bfb-bed7-1822bd8ab1b7 · outbound

This paper cites an unresolved cited work.

Mitigating Over-Personalization in LLMs via Structured Memory Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-12T00:15:19.499738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 24da1f10-e928-441b-986d-cfb1c6705e4c · outbound

This paper cites return" isn’t measured in financial outcomes but in expressing compassion, preserving dignity, and following ethical imperatives to care for the vulnerable. Sometimes the most.

Mitigating Over-Personalization in LLMs via Structured Memory return" isn’t measured in financial outcomes but in expressing compassion, preserving dignity, and following ethical imperatives to care for the vulnerable. Sometimes the most

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:15:19.475909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fa8328ea-e9df-41c7-b762-8374b60dd58e · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

Mitigating Over-Personalization in LLMs via Structured Memory MemGPT: Towards LLMs as Operating Systems

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-12T00:15:18.654469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60631e08-834d-48e7-893c-9953edce1e50 · outbound

This paper cites Prompt Leakage effect and defense strategies for multi-turn LLM interactions.

Mitigating Over-Personalization in LLMs via Structured Memory Prompt Leakage effect and defense strategies for multi-turn LLM interactions

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-12T00:15:18.626088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 427ce995-5277-407b-89be-925a9504c241 · outbound

This paper cites InFindings of the Association for Computational Linguistics: EMNLP 2025, page 2239–2259.

Mitigating Over-Personalization in LLMs via Structured Memory InFindings of the Association for Computational Linguistics: EMNLP 2025, page 2239–2259

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-12T00:15:18.637716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers