Paper Citation Record · LEDGER

Continual Learning for Large Language Models: A Survey

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 44 inbound Pith citation observations for arXiv:2402.01364.

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

pith.paper-citation-record.v1
2402.01364 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 44 of 44 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:02:23.620761Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:29:15.805243Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a366d8ec-e69d-4caa-aa29-b0e10018d33f · inbound

Plasticity Loss in Deep Reinforcement Learning: A Survey cites this paper.

Plasticity Loss in Deep Reinforcement Learning: A Survey Continual Learning for Large Language Models: A Survey

Reference 108

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:03:18.182461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c4bf6a63-b492-4314-9bd5-081f96ecbcc0 · inbound

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods cites this paper.

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods Continual Learning for Large Language Models: A Survey

Reference 253

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:08:35.702804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0c8805af-1584-4276-9ae2-cf5b9fbdd591 · inbound

LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation cites this paper.

LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation Continual Learning for Large Language Models: A Survey

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-08T13:02:23.620761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2549d4f-86c9-4f5e-bba8-49617eedade3 · inbound

Continuous Self-Improvement of Large Language Models by Test-time Training with Verifier-Driven Sample Selection cites this paper.

Continuous Self-Improvement of Large Language Models by Test-time Training with Verifier-Driven Sample Selection Continual Learning for Large Language Models: A Survey

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:44.344757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 456c8a55-bdc7-4a0e-aca0-dcc8c5803e59 · inbound

Mitigating Plasticity Loss in Continual Reinforcement Learning by Reducing Churn cites this paper.

Mitigating Plasticity Loss in Continual Reinforcement Learning by Reducing Churn Continual Learning for Large Language Models: A Survey

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:07:25.660754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 563017a7-53f1-4f38-8427-44b697a05264 · inbound

Pitfalls in Evaluating Language Model Forecasters cites this paper.

Pitfalls in Evaluating Language Model Forecasters Continual Learning for Large Language Models: A Survey

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:03:13.143938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 726e082f-ed53-489c-8209-30c6a92a0c51 · inbound

Continual Speech Learning with Fused Speech Features cites this paper.

Continual Speech Learning with Fused Speech Features Continual Learning for Large Language Models: A Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:46:58.525073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6a6860c-0706-4fb5-9b00-4d29d8717c77 · inbound

Is Extending Modality The Right Path Towards Omni-Modality? cites this paper.

Is Extending Modality The Right Path Towards Omni-Modality? Continual Learning for Large Language Models: A Survey

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T11:36:40.908092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab1cc3b8-1773-4cb9-915d-ca237cb47720 · inbound

Enhancing Multimodal Continual Instruction Tuning with BranchLoRA cites this paper.

Enhancing Multimodal Continual Instruction Tuning with BranchLoRA Continual Learning for Large Language Models: A Survey

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:07.878789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4f34592-cbbc-4a33-8ab8-1bb339c86fae · inbound

The Future of Continual Learning in the Era of Foundation Models: Three Key Directions cites this paper.

The Future of Continual Learning in the Era of Foundation Models: Three Key Directions Continual Learning for Large Language Models: A Survey

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T11:10:14.790774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be5740b2-467d-4104-8125-18f233b571b6 · inbound

Table-r1: Self-supervised and Reinforcement Learning for Program-based Table Reasoning in Small Language Models cites this paper.

Table-r1: Self-supervised and Reinforcement Learning for Program-based Table Reasoning in Small Language Models Continual Learning for Large Language Models: A Survey

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T06:03:45.938974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 930d14a3-00b3-4f7d-934b-e96036f0b139 · inbound

A Systematic Review of Poisoning Attacks Against Large Language Models cites this paper.

A Systematic Review of Poisoning Attacks Against Large Language Models Continual Learning for Large Language Models: A Survey

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:33.962759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd3e91e7-638d-4646-b709-6e728d70096d · inbound

Continual Learning for Generative AI: From LLMs to MLLMs and Beyond cites this paper.

Continual Learning for Generative AI: From LLMs to MLLMs and Beyond Continual Learning for Large Language Models: A Survey

Reference 215

Resolution: unresolved; no resolver link, observed 2026-08-07T00:40:34.109256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10af06ab-1c71-4686-9b39-c95862ac5a4d · inbound

Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence cites this paper.

Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence Continual Learning for Large Language Models: A Survey

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:51.513729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e3fc6f8-f047-4105-a42d-6c75416d9d4e · inbound

Bisecle: Binding and Separation in Continual Learning for Video Language Understanding cites this paper.

Bisecle: Binding and Separation in Continual Learning for Video Language Understanding Continual Learning for Large Language Models: A Survey

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:09.686126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c2097e5-e5b9-4a6e-9836-95c69bde9327 · inbound

EMERGE: A Benchmark for Updating Knowledge Graphs with Emerging Textual Knowledge cites this paper.

EMERGE: A Benchmark for Updating Knowledge Graphs with Emerging Textual Knowledge Continual Learning for Large Language Models: A Survey

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-19T06:07:07.552746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5ea87402-3417-49e2-a15c-424e739cb0c9 · inbound

SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment cites this paper.

SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment Continual Learning for Large Language Models: A Survey

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-05T10:34:46.795186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28f4312b-c361-4034-9a6a-89568767f33f · inbound

LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization cites this paper.

LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization Continual Learning for Large Language Models: A Survey

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-18T14:51:30.407863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d2e18458-78fa-4378-9fe4-b6d48b571ed4 · inbound

Retaining by Doing: The Role of On-Policy Data in Mitigating Forgetting cites this paper.

Retaining by Doing: The Role of On-Policy Data in Mitigating Forgetting Continual Learning for Large Language Models: A Survey

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T08:49:34.512955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b60eb24-951e-4d69-a78c-9266cfdd0597 · inbound

Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation cites this paper.

Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation Continual Learning for Large Language Models: A Survey

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T12:15:34.534939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 54b9c9d7-a539-4086-b215-ee252f95fea7 · inbound

Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation cites this paper.

Preconditioned Test-Time Adaptation for Out-of-Distribution Debiasing in Narrative Generation Continual Learning for Large Language Models: A Survey

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T02:35:46.214786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa03ab17-8281-456c-b66c-2a337552bed6 · inbound

The Agentification of Scientific Research: A Physicist's Perspective cites this paper.

The Agentification of Scientific Research: A Physicist's Perspective Continual Learning for Large Language Models: A Survey

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:15:11.126259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation db95e6fe-35b0-4dd0-9d6f-edc70e1039b2 · inbound

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning cites this paper.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning Continual Learning for Large Language Models: A Survey

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:06:05.490509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3f515dd3-2789-41dc-bd29-38f0e1c64013 · inbound

Phoenix-VL 1.5 Medium Technical Report cites this paper.

Phoenix-VL 1.5 Medium Technical Report Continual Learning for Large Language Models: A Survey

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T06:01:24.882774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2ced553a-6262-4b05-a0a2-db8638a237f9 · inbound

Dynamic Cross-Modal Prompt Generation for Multimodal Continual Instruction Tuning cites this paper.

Dynamic Cross-Modal Prompt Generation for Multimodal Continual Instruction Tuning Continual Learning for Large Language Models: A Survey

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:21:25.195079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3f3b1322-ce79-46db-bdc2-666e0c76d7ff · inbound

From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents cites this paper.

From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents Continual Learning for Large Language Models: A Survey

Reference 43

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T08:49:53.642624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b022a7f4-3761-46c0-ac90-1a1793432e62 · inbound

MeMo: Memory as a Model cites this paper.

MeMo: Memory as a Model Continual Learning for Large Language Models: A Survey

Reference 81

Resolution: verified exact; arxiv_id, observed 2026-05-15T03:19:43.451662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2f75d670-cf81-4465-a3db-238bbb9110b0 · inbound

MeMo: Memory as a Model cites this paper.

MeMo: Memory as a Model Continual Learning for Large Language Models: A Survey

Reference 82

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:39:53.689378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 75deadf3-aa15-4bbc-9f59-e0fe92afc671 · inbound

Is One Score Enough? Rethinking the Evaluation of Sequentially Evolving LLM Memory cites this paper.

Is One Score Enough? Rethinking the Evaluation of Sequentially Evolving LLM Memory Continual Learning for Large Language Models: A Survey

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:47:40.484917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1d4def46-75f5-4171-a7f9-92dafd500dcb · inbound

MasFACT: Continual Multi-Agent Topology Learning via Geometry-Aware Posterior Transfer cites this paper.

MasFACT: Continual Multi-Agent Topology Learning via Geometry-Aware Posterior Transfer Continual Learning for Large Language Models: A Survey

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:38:21.612825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0e0b418c-0ea1-42f1-94f0-5fc70f223110 · inbound

MasFACT: Continual Multi-Agent Topology Learning via Geometry-Aware Posterior Transfer cites this paper.

MasFACT: Continual Multi-Agent Topology Learning via Geometry-Aware Posterior Transfer Continual Learning for Large Language Models: A Survey

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-12T16:38:30.296706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efddcd3c-038b-4381-bd2f-b9666a90bfeb · inbound

Forgetting in Language Models: Capacity, Optimization, and Self-Generated Replay cites this paper.

Forgetting in Language Models: Capacity, Optimization, and Self-Generated Replay Continual Learning for Large Language Models: A Survey

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:24:01.944699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 11f9169f-12ac-42c4-983c-554a2773051e · inbound

MADS: Model-Aware Diverse Core Set Selection for Instruction Tuning cites this paper.

MADS: Model-Aware Diverse Core Set Selection for Instruction Tuning Continual Learning for Large Language Models: A Survey

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T19:16:01.026834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4c654f57-05d5-4083-8d32-931094b85822 · inbound

Rethinking Continual Experience Internalization for Self-Evolving LLM Agents cites this paper.

Rethinking Continual Experience Internalization for Self-Evolving LLM Agents Continual Learning for Large Language Models: A Survey

Reference 74

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:56:47.817667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7dc1f29e-3501-4036-b547-1dbac22bf3ed · inbound

RECAP: Regression Evaluation for Continual Adaptation of Prompts cites this paper.

RECAP: Regression Evaluation for Continual Adaptation of Prompts Continual Learning for Large Language Models: A Survey

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T12:06:56.294379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9d0e9491-fb4b-48cc-916a-e5d72961f533 · inbound

Sparse Subspace-to-Expert Sharing for Task-Agnostic Continual Learning cites this paper.

Sparse Subspace-to-Expert Sharing for Task-Agnostic Continual Learning Continual Learning for Large Language Models: A Survey

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T16:57:10.231994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a875d461-13d3-4c59-93f0-3dfeb8f80d25 · inbound

Repeated post-training is not Self-improving: Diagnosing Scientific Amnesia in Continual DPO Pipelines cites this paper.

Repeated post-training is not Self-improving: Diagnosing Scientific Amnesia in Continual DPO Pipelines Continual Learning for Large Language Models: A Survey

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T00:29:15.808388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2b0648be-0ed1-4b3f-b7a8-bed24cfee717 · inbound

LLM Evolution as an Industry-Scale Ecosystem: A Lifecycle Perspective on Continual Learning cites this paper.

LLM Evolution as an Industry-Scale Ecosystem: A Lifecycle Perspective on Continual Learning Continual Learning for Large Language Models: A Survey

Reference 116

Resolution: verified exact; arxiv_id, observed 2026-07-03T16:48:39.951343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2bb0b629-56ad-4bf3-a393-3ba9bac79889 · inbound

MedEvoEval: Evaluating Continual Evolution of Doctor Agents through Simulated Clinical Episodes cites this paper.

MedEvoEval: Evaluating Continual Evolution of Doctor Agents through Simulated Clinical Episodes Continual Learning for Large Language Models: A Survey

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-06-30T09:34:34.406343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6838d90f-b5c3-4ccc-9964-7260f6369d19 · inbound

ReCoLoRA: Spectrum-Aware Recursive Consolidation for Continual LLM Fine-Tuning cites this paper.

ReCoLoRA: Spectrum-Aware Recursive Consolidation for Continual LLM Fine-Tuning Continual Learning for Large Language Models: A Survey

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T23:28:26.009765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82a4a779-bf7c-4ec4-8288-907dcc772307 · inbound

SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling cites this paper.

SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling Continual Learning for Large Language Models: A Survey

Reference 220

Resolution: unresolved; no resolver link, observed 2026-08-02T09:51:03.782356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44ce3f33-e5bb-444d-b68f-21fc76dd0456 · inbound

How LLM Task-Adaptation Reshapes Alignment: A Multi-dimensional Study of Behavioral and Representational Drift cites this paper.

How LLM Task-Adaptation Reshapes Alignment: A Multi-dimensional Study of Behavioral and Representational Drift Continual Learning for Large Language Models: A Survey

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T07:44:11.986628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10385ec2-f5a9-4b91-886c-e58a213087fe · inbound

A Taxonomy of Cognitive Capability Gaps in Generative and Agentic AI cites this paper.

A Taxonomy of Cognitive Capability Gaps in Generative and Agentic AI Continual Learning for Large Language Models: A Survey

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T04:52:56.255590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e8f8ff6-b6dc-471e-a402-a339a2980f05 · inbound

Continual Learning in Transition cites this paper.

Continual Learning in Transition Continual Learning for Large Language Models: A Survey

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:23:57.796801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.