Paper Citation Record · LEDGER

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding

As of 17 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2501.09645.

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

pith.paper-citation-record.v1
2501.09645 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:53:11.529752Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:25:18.824862Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T20:25:19.626224Z

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy7
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 43a5a176-f189-4c01-aee6-b05c5a49480e · outbound

This paper cites an unresolved cited work.

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:53:11.726754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 44f32d01-87a8-4a4b-8949-cd5f6f956d2d · outbound

This paper cites an unresolved cited work.

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:53:11.714298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8623e270-be94-4feb-9ed2-93c8ede765f8 · outbound

This paper cites an unresolved cited work.

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:53:11.701250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b6e76076-5078-4dd2-9bff-fa0e42c4e291 · outbound

This paper cites an unresolved cited work.

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:53:11.688066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3b51662a-4d43-4b2a-b70d-aefe7c654086 · outbound

This paper cites SCM: Enhancing Large Language Model with Self-Controlled Memory Framework.

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding SCM: Enhancing Large Language Model with Self-Controlled Memory Framework

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T19:53:11.485664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c67a5d4d-6ff7-479c-82c9-2397959fc9e4 · outbound

This paper cites regenerate.

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding regenerate

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:53:11.673736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation af2fab89-e62e-47b3-bdf5-080157e1e9b0 · outbound

This paper cites MP: Favorite Cuisine • Attributes: Italian, Chinese, Mexican, Indian, Ameri- can ii.

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding MP: Favorite Cuisine • Attributes: Italian, Chinese, Mexican, Indian, Ameri- can ii

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:53:11.659851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6d66681d-fa2b-42da-aef6-8c9497dd76ea · outbound

This paper cites MP: Avoidance of Specific Road Types • Attributes: Highways, Toll roads, Unpaved roads ii.

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding MP: Avoidance of Specific Road Types • Attributes: Highways, Toll roads, Unpaved roads ii

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:53:11.646757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 67ab5647-9c78-47aa-933d-d54108c27422 · outbound

This paper cites an unresolved cited work.

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:53:11.633533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0ff4e83b-ec74-49cc-b9dc-045d7d1ad9f8 · outbound

This paper cites type": "function.

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding type": "function

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:53:11.619640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6f1d6f3a-1775-40c1-b8d6-02f2b04f7b8c · outbound

This paper cites Pro- ceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies, 1(3):1–20.

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding Pro- ceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies, 1(3):1–20

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:53:11.752351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4b9f1711-89b4-493d-bd45-0d9c91fca9d5 · outbound

This paper cites The last row repre- sents data points with no true label (NTL), while the last column represents data points with no predicted label (NPL).

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding The last row repre- sents data points with no true label (NTL), while the last column represents data points with no predicted label (NPL)

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:53:11.605361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 94cce9b6-fa53-4176-ae3d-fdf416d487cb · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding MemGPT: Towards LLMs as Operating Systems

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T19:53:11.480746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c22518b4-74a8-4df8-9648-5591edf07c3a · outbound

This paper cites Computational Linguistics, 50(3):1097– 1179.

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding Computational Linguistics, 50(3):1097– 1179

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T19:53:11.739745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8996fd5a-173a-4880-a7f6-943a0494d815 · outbound

This paper cites GPT-4 Technical Report.

CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding GPT-4 Technical Report

Reference 9474

Resolution: unresolved; no resolver link, observed 2026-08-10T19:53:11.476127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 582ab9e1-0e11-4037-b91a-2fd765ad9876 · inbound

CAIM: Development and Evaluation of a Cognitive AI Memory Framework for Long-Term Interaction with Intelligent Agents cites this paper.

CAIM: Development and Evaluation of a Cognitive AI Memory Framework for Long-Term Interaction with Intelligent Agents CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:25:19.634810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.