Paper Citation Record · LEDGER

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models

As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2607.26455.

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

pith.paper-citation-record.v1
2607.26455 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T15:31:05.166147Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d157e341-0e3d-4004-9296-114e9ec8dd32 · outbound

This paper cites Gu,X.;Huang,Z.;Gu,J.-C.;andZhang,K.2025.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models Gu,X.;Huang,Z.;Gu,J.-C.;andZhang,K.2025

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:04.175860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d4eb8e9-9e74-487e-b976-1a0d34439589 · outbound

This paper cites Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:04.637095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01807301-fcd4-4b5a-a132-fb3ce15df339 · outbound

This paper cites Massive Editing for Large Language Models via Meta Learning.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models Massive Editing for Large Language Models via Meta Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:04.708429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7487e2b-13a0-4514-9dd2-da9c0835e143 · outbound

This paper cites an unresolved cited work.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:04.819617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f707ad89-a03e-4156-8d0f-e58bbf8711b1 · outbound

This paper cites LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:04.891836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13e55757-de98-4c10-8544-4231972f4f97 · outbound

This paper cites Qwen2 Technical Report.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models Qwen2 Technical Report

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:05.004736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a335e603-4e2a-4b01-be8d-66e9324b758c · outbound

This paper cites Beyond Static Dialogues: Benchmarking Realistic, Heterogeneous, and Evolving Long-Term Memory.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models Beyond Static Dialogues: Benchmarking Realistic, Heterogeneous, and Evolving Long-Term Memory

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:05.166147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddfa319c-ce38-4337-b7a7-fe7e51565030 · outbound

This paper cites AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 155

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:04.102891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a50e515-0b0e-4d27-a033-0ad02bf1dc55 · outbound

This paper cites Mass-Editing Memory in a Transformer.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models Mass-Editing Memory in a Transformer

Reference 419

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:04.460355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ef3921d-2f54-4a82-9180-0e46bcdddb8d · outbound

This paper cites In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2369–2380.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2369–2380

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:05.102602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49fe66a5-712f-4198-a221-28aa721adf4f · outbound

This paper cites Reinforced Lifelong Editing for Language Models.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models Reinforced Lifelong Editing for Language Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:04.347659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeba3803-4d1a-4af7-b901-0fa4f1867ec4 · outbound

This paper cites Fast Model Editing at Scale.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models Fast Model Editing at Scale

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:04.532230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f41b285-86bf-466c-b51a-3d529f6f380a · outbound

This paper cites InPro- ceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 3829–3846.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models InPro- ceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 3829–3846

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:03.852791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0941fceb-3f37-4d9c-9dfe-78ebca5e8885 · outbound

This paper cites Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:03.923531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54a6bfe2-2c6e-421a-9ba0-4a95783dfd98 · outbound

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

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:04.278828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b8e5f2e-25a1-4799-a48a-d056a4dfb490 · outbound

This paper cites MemGround: Long-Term Memory Evaluation Kit for Large Language Models in Gamified Scenarios.

ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models MemGround: Long-Term Memory Evaluation Kit for Large Language Models in Gamified Scenarios

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T15:31:04.003825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.