Paper Citation Record · LEDGER

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis

As of 9 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 1 inbound Pith citation observation for arXiv:2601.21577.

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

pith.paper-citation-record.v1
2601.21577 v2

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T09:34:23.475942Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T07:36:43.499258Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

23 of 23 outbound references displayed

verified exact16
verified fuzzy6
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d5a36b79-2f19-4397-84ac-e043ed312fd4 · outbound

This paper cites GPT-4 Technical Report.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis GPT-4 Technical Report

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-16T09:37:41.653744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation acd85973-c994-40d9-a5bf-db8787bcb4e0 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-16T09:37:41.614032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fe343f95-5805-412f-af3f-144610398a21 · outbound

This paper cites Time Sensitive Knowledge Editing through Efficient Finetuning.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Time Sensitive Knowledge Editing through Efficient Finetuning

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:37:41.594163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fb949c5c-c2b0-4c4e-906d-b594839a96e7 · outbound

This paper cites The Llama 3 Herd of Models.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis The Llama 3 Herd of Models

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-16T09:37:41.598002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7cf5ee17-471e-4721-9bc4-e2e7901eda67 · outbound

This paper cites MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:37:41.650160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9b72f284-9513-4373-9150-0b6bf68c0418 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Measuring Massive Multitask Language Understanding

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-16T09:37:41.610469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ae411208-6855-4ce0-93bb-4518282acf59 · outbound

This paper cites Continual Pre-training of Language Models.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Continual Pre-training of Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:37:41.664096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e266c18c-1f68-4c3f-9dd3-94c9f45a6e41 · outbound

This paper cites Connecting the knowledge dots: Retrieval-augmented knowledge connection for commonsense reasoning.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Connecting the knowledge dots: Retrieval-augmented knowledge connection for commonsense reasoning

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T09:42:42.188537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 13bcfbba-cbab-4891-8474-ccade904158d · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Adam: A Method for Stochastic Optimization

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-16T09:37:41.606172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3cf745ed-7ca6-4416-965d-20756712751e · outbound

This paper cites Understanding Catastrophic Forgetting in Language Models via Implicit Inference.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Understanding Catastrophic Forgetting in Language Models via Implicit Inference

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T09:37:41.658814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ee4a8779-c9c6-4974-ba2d-c76e963d555f · outbound

This paper cites Revisiting Catastrophic Forgetting in Large Language Model Tuning.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Revisiting Catastrophic Forgetting in Large Language Model Tuning

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:37:41.602424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 93f0729b-837d-4dfa-b692-9472a7a4d39a · outbound

This paper cites Analyzing and reducing catastrophic forgetting in parameter efficient tuning.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Analyzing and reducing catastrophic forgetting in parameter efficient tuning

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T09:42:42.193106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dd44a44a-7b67-4d3b-966d-dfa93452b594 · outbound

This paper cites Mass-Editing Memory in a Transformer.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Mass-Editing Memory in a Transformer

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-16T09:37:41.618410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e0f22afc-7ed1-4b31-93dd-fb3f39db77a4 · outbound

This paper cites Commonsenseqa: A question answering challenge targeting commonsense knowledge.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Commonsenseqa: A question answering challenge targeting commonsense knowledge

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T09:42:42.183709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7d97ffa9-3c19-44c9-8adf-9beee5accb4b · outbound

This paper cites Paths-over-graph: Knowledge graph empowered large language model reasoning.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Paths-over-graph: Knowledge graph empowered large language model reasoning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T09:42:42.190719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6f5c34c1-b2fa-4c26-8c3c-208407dfdc9d · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis LLaMA: Open and Efficient Foundation Language Models

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-16T09:37:41.641416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 52e83c59-c9e1-46eb-9620-09dec1db033f · outbound

This paper cites Continual Gradient Low-Rank Projection Fine-Tuning for LLMs.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Continual Gradient Low-Rank Projection Fine-Tuning for LLMs

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:37:41.645835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7aa5e7e6-6342-496d-bccf-46b0efc6c8a9 · outbound

This paper cites K-adapter: Infusing knowledge into pre-trained models with adapters.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis K-adapter: Infusing knowledge into pre-trained models with adapters

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T09:42:42.180887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f4b832d8-7df2-411b-b816-8d9177fc3cf0 · outbound

This paper cites Benchmarking retrieval-augmented generation for medicine.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Benchmarking retrieval-augmented generation for medicine

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T09:42:42.185935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e5760c54-0820-4ac6-b731-b1a889c04bd3 · outbound

This paper cites Qwen2 Technical Report.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Qwen2 Technical Report

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-05-16T09:37:41.628904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 711f0166-de29-4d34-b105-2b9683d500bc · outbound

This paper cites Continual Learning with Pre-Trained Models: A Survey.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Continual Learning with Pre-Trained Models: A Survey

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:37:41.625079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 02b89018-8723-426d-98bd-98b0c6cada50 · outbound

This paper cites An information bottleneck perspective for effective noise filtering on retrieval-augmented generation.arXiv preprint arXiv:2406.01549.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis An information bottleneck perspective for effective noise filtering on retrieval-augmented generation.arXiv preprint arXiv:2406.01549

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:37:41.637326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6ed3e21b-dfdd-4899-8cde-ad9feee21481 · outbound

This paper cites Knowledge Graph-Guided Retrieval Augmented Generation.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis Knowledge Graph-Guided Retrieval Augmented Generation

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:37:41.633393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 5e013853-de42-4363-9b6c-53ed31d8ab7e · inbound

Can a Language Model Learn Facts Continually in Its Weights? cites this paper.

Can a Language Model Learn Facts Continually in Its Weights? Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-14T07:36:43.499258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.