Paper Citation Record · LEDGER

Spurious Forgetting in Continual Learning of Language Models

As of 18 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 13 inbound Pith citation observations for arXiv:2501.13453.

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

pith.paper-citation-record.v1
2501.13453 v1

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:13:49.492144Z

measured 86 of 86 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:53:21.169669Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:39:42.275515Z

Reference resolution

73 of 73 outbound references displayed

verified exact3
verified fuzzy21
unresolved49
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8531e4ca-aa94-4253-a03e-e6483653e6e3 · outbound

This paper cites Transformers learn through gradual rank increase.

Spurious Forgetting in Continual Learning of Language Models Transformers learn through gradual rank increase

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.199906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 070163e8-2804-4e76-b0e5-aae654ebafb4 · outbound

This paper cites Llama 3 model card.

Spurious Forgetting in Continual Learning of Language Models Llama 3 model card

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.204988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 245c08e6-fbb3-4d73-9e21-b234e462dfbb · outbound

This paper cites Physics of Language Models: Part 3.1, Knowledge Storage and Extraction.

Spurious Forgetting in Continual Learning of Language Models Physics of Language Models: Part 3.1, Knowledge Storage and Extraction

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.209022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a09484c1-608a-4489-867f-5de771f3b450 · outbound

This paper cites Introduction to matrix analysis.

Spurious Forgetting in Continual Learning of Language Models Introduction to matrix analysis

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.432147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 09af653f-d803-448a-becc-ad67b65294ee · outbound

This paper cites LoRA Learns Less and Forgets Less.

Spurious Forgetting in Continual Learning of Language Models LoRA Learns Less and Forgets Less

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.217728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7bb6762-06fc-41e6-b07e-351e442df6bf · outbound

This paper cites Pythia: A suite for analyzing large language models across training and scaling.

Spurious Forgetting in Continual Learning of Language Models Pythia: A suite for analyzing large language models across training and scaling

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.222185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a2694ae-099f-4e65-9fd6-386d801c3a0b · outbound

This paper cites Emergent and predictable memorization in large language models.

Spurious Forgetting in Continual Learning of Language Models Emergent and predictable memorization in large language models

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.410434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a09339cf-ae7f-4a9c-bc85-8eb6d720eb00 · outbound

This paper cites Gpt-neox-20b: An open-source autoregressive language model.

Spurious Forgetting in Continual Learning of Language Models Gpt-neox-20b: An open-source autoregressive language model

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.230163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cd4ddad-53b8-4ba1-837e-0c93171d8e5f · outbound

This paper cites Transformers learn through gradual rank increase.

Spurious Forgetting in Continual Learning of Language Models Transformers learn through gradual rank increase

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.389147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1783dfb3-9eca-410f-9289-831ea545ed18 · outbound

This paper cites an unresolved cited work.

Spurious Forgetting in Continual Learning of Language Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.238386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ffd564e-b801-43d6-81fe-6fb31f33c132 · outbound

This paper cites Extracting training data from large language models.

Spurious Forgetting in Continual Learning of Language Models Extracting training data from large language models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.242613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8fc59c0-2f78-458c-92a4-8ea79a34464a · outbound

This paper cites Is forgetting less a good inductive bias for forward transfer? In The Eleventh International Conference on Learning Representations, 2023.

Spurious Forgetting in Continual Learning of Language Models Is forgetting less a good inductive bias for forward transfer? In The Eleventh International Conference on Learning Representations, 2023

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.355315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 58092db6-8f75-436b-b020-99277a9ca42d · outbound

This paper cites an unresolved cited work.

Spurious Forgetting in Continual Learning of Language Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.251025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dac4994f-230f-40f2-9d9d-817aff8dfad1 · outbound

This paper cites Mofo: Momentum-filtered optimizer for mitigating forgetting in llm fine-tuning.

Spurious Forgetting in Continual Learning of Language Models Mofo: Momentum-filtered optimizer for mitigating forgetting in llm fine-tuning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.254830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4cbfe3c-0dc0-4800-a70b-59e63adeead5 · outbound

This paper cites BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.

Spurious Forgetting in Continual Learning of Language Models BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.258541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f59f8cee-27f5-4b06-85a5-80c69eca692c · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Spurious Forgetting in Continual Learning of Language Models Training Verifiers to Solve Math Word Problems

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.262568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ab2ab0b-3211-4cdf-b8dd-c26c1722314a · outbound

This paper cites Opencompass: A universal evaluation platform for foundation models.

Spurious Forgetting in Continual Learning of Language Models Opencompass: A universal evaluation platform for foundation models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.267158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96053e55-9cbd-495c-86e6-85ea1da85767 · outbound

This paper cites Probing representation forgetting in supervised and unsupervised continual learning.

Spurious Forgetting in Continual Learning of Language Models Probing representation forgetting in supervised and unsupervised continual learning

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.326339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 553a1612-2aac-46c5-8180-40dc3eb30e55 · outbound

This paper cites The rotation of eigenvectors by a perturbation.

Spurious Forgetting in Continual Learning of Language Models The rotation of eigenvectors by a perturbation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.276811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 198f5425-2b24-4578-8628-fff1b1059b44 · outbound

This paper cites Editing Factual Knowledge in Language Models.

Spurious Forgetting in Continual Learning of Language Models Editing Factual Knowledge in Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.280301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aa4bc49-27c4-482d-8d9e-35489163322e · outbound

This paper cites Loramoe: Alleviating world knowledge forgetting in large language models via moe-style plugin.

Spurious Forgetting in Continual Learning of Language Models Loramoe: Alleviating world knowledge forgetting in large language models via moe-style plugin

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.299974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 611a56f5-50dc-46d0-a33a-b2431184b3e7 · outbound

This paper cites Catastrophic forgetting in connectionist networks.

Spurious Forgetting in Continual Learning of Language Models Catastrophic forgetting in connectionist networks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.288087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3443724-c806-4cf6-9759-693b3e33eae6 · outbound

This paper cites Aging with grace: Lifelong model editing with discrete key-value adaptors.

Spurious Forgetting in Continual Learning of Language Models Aging with grace: Lifelong model editing with discrete key-value adaptors

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.291577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23efc310-0137-4dad-b936-546c07b33633 · outbound

This paper cites Measuring massive multitask language understanding.

Spurious Forgetting in Continual Learning of Language Models Measuring massive multitask language understanding

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.295026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a17543f-5757-4eb0-a266-434d1bae6a73 · outbound

This paper cites Editing models with task arithmetic.

Spurious Forgetting in Continual Learning of Language Models Editing models with task arithmetic

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.249400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 752c4c42-4997-4244-b558-093f64d4f9af · outbound

This paper cites Mistral 7B.

Spurious Forgetting in Continual Learning of Language Models Mistral 7B

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.302508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e20839b8-b8cb-4514-9fb7-d01a80b4ce87 · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

Spurious Forgetting in Continual Learning of Language Models TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.306638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faf41daa-caa6-45a3-b668-9641cd51adad · outbound

This paper cites Overcoming catastrophic forgetting in neural networks.

Spurious Forgetting in Continual Learning of Language Models Overcoming catastrophic forgetting in neural networks

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.310529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55f1ffd9-748b-4c2e-ae76-231ead23b767 · outbound

This paper cites A theoretical understanding of shallow vision transformers: Learning, generalization, and sample complexity.

Spurious Forgetting in Continual Learning of Language Models A theoretical understanding of shallow vision transformers: Learning, generalization, and sample complexity

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.221689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1e185766-3c08-4b06-92f1-bb68b19a8b4a · outbound

This paper cites Pmet: Precise model editing in a transformer.

Spurious Forgetting in Continual Learning of Language Models Pmet: Precise model editing in a transformer

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.206958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8df469ef-25b7-4c8a-a0bb-d7df3f7605bd · outbound

This paper cites Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction.

Spurious Forgetting in Continual Learning of Language Models Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-10T16:13:49.755510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 986f9864-2e6f-419c-87ed-cf0e5e4f28b2 · outbound

This paper cites Decoupled Weight Decay Regularization.

Spurious Forgetting in Continual Learning of Language Models Decoupled Weight Decay Regularization

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.325504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38c118b4-088a-4d41-a427-4ad08fa76991 · outbound

This paper cites Locating and editing factual associations in gpt.

Spurious Forgetting in Continual Learning of Language Models Locating and editing factual associations in gpt

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.329205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1917ce0b-c76c-473c-85fb-2ae94145f9a2 · outbound

This paper cites Mass-Editing Memory in a Transformer.

Spurious Forgetting in Continual Learning of Language Models Mass-Editing Memory in a Transformer

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.333208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc5ac63b-d3bf-4a31-a575-bdf06d40f7a0 · outbound

This paper cites Fast Model Editing at Scale.

Spurious Forgetting in Continual Learning of Language Models Fast Model Editing at Scale

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.336896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acb33ac7-f1d6-4d4a-b18a-c6bda3600dd5 · outbound

This paper cites Memory-based model editing at scale.

Spurious Forgetting in Continual Learning of Language Models Memory-based model editing at scale

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.182974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d9f87b0d-3b8e-4b6d-bd0a-c1f209bb8924 · outbound

This paper cites Transformers without tears: Improving the normalization of self-attention.

Spurious Forgetting in Continual Learning of Language Models Transformers without tears: Improving the normalization of self-attention

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.168497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9ca1ee20-7e30-4592-8783-9ae82d6f5fac · outbound

This paper cites Hello gpt-4o.

Spurious Forgetting in Continual Learning of Language Models Hello gpt-4o

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.153901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 36dbee31-026c-4721-93de-0abc695c24d9 · outbound

This paper cites Scalable Language Model with Generalized Continual Learning.

Spurious Forgetting in Continual Learning of Language Models Scalable Language Model with Generalized Continual Learning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.351990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02a701e0-355a-4389-a046-376c30f3911d · outbound

This paper cites Fine-tuning aligned language models compromises safety, even when users do not intend to! In The Twelfth International Conference on Learning Representations, 2024.

Spurious Forgetting in Continual Learning of Language Models Fine-tuning aligned language models compromises safety, even when users do not intend to! In The Twelfth International Conference on Learning Representations, 2024

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.355872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81298a5d-f42e-4d98-b058-df6baad2230c · outbound

This paper cites Improving language understanding by generative pre-training.

Spurious Forgetting in Continual Learning of Language Models Improving language understanding by generative pre-training

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.360105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84744448-0a0e-4d8c-8534-7c210bc5416b · outbound

This paper cites Language models are unsupervised multitask learners.

Spurious Forgetting in Continual Learning of Language Models Language models are unsupervised multitask learners

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.364070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3ceb6f7-95ec-4076-9255-0990cd13550e · outbound

This paper cites Progressive Prompts: Continual Learning for Language Models.

Spurious Forgetting in Continual Learning of Language Models Progressive Prompts: Continual Learning for Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.368351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b467f89-c219-4704-b2d3-417350548577 · outbound

This paper cites Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning.

Spurious Forgetting in Continual Learning of Language Models Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.372204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 522a1fa1-2164-41b4-b616-721df24333e8 · outbound

This paper cites Gradient projection memory for continual learning.

Spurious Forgetting in Continual Learning of Language Models Gradient projection memory for continual learning

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.111622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c29d2b97-dc66-4069-bd49-7150d5b3e7e3 · outbound

This paper cites Analysing Mathematical Reasoning Abilities of Neural Models.

Spurious Forgetting in Continual Learning of Language Models Analysing Mathematical Reasoning Abilities of Neural Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.381526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c96f383-2544-421c-b622-c3144143acbe · outbound

This paper cites Coda-prompt: Continual decomposed attention-based prompting for rehearsal-free continual learning.

Spurious Forgetting in Continual Learning of Language Models Coda-prompt: Continual decomposed attention-based prompting for rehearsal-free continual learning

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.098469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4f2745dd-be10-4c4b-bc44-00459c31575d · outbound

This paper cites Lamol: Language modeling for lifelong language learning.

Spurious Forgetting in Continual Learning of Language Models Lamol: Language modeling for lifelong language learning

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.082510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 89aae155-c70d-49c6-a29d-b73f2fcc3f50 · outbound

This paper cites Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them.

Spurious Forgetting in Continual Learning of Language Models Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.393292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34ced315-cedd-475a-a257-afec87d5fe32 · outbound

This paper cites Can bert refrain from forgetting on sequential tasks? a probing study.

Spurious Forgetting in Continual Learning of Language Models Can bert refrain from forgetting on sequential tasks? a probing study

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.069490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 91525e3c-7457-4b64-84ee-bac7c3000a90 · outbound

This paper cites Qwen2.5: A party of foundation models, September 2024.

Spurious Forgetting in Continual Learning of Language Models Qwen2.5: A party of foundation models, September 2024

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.401444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5cdb08b-ff69-485c-9052-fd98b621e6cc · outbound

This paper cites Memorization without overfitting: Analyzing the training dynamics of large language models.

Spurious Forgetting in Continual Learning of Language Models Memorization without overfitting: Analyzing the training dynamics of large language models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.404974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e171550-f7c9-493f-b512-c8591629df86 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Spurious Forgetting in Continual Learning of Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.408484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5cef756-7401-4abf-ace4-706b61607be0 · outbound

This paper cites Mesh-transformer-jax: Model-parallel implementation of transformer language model with jax, 2021.

Spurious Forgetting in Continual Learning of Language Models Mesh-transformer-jax: Model-parallel implementation of transformer language model with jax, 2021

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.035906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e5b2228d-e737-4534-9f50-cb56e905ca89 · outbound

This paper cites EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models.

Spurious Forgetting in Continual Learning of Language Models EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.415709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b368dd9b-2331-4866-a4f0-247f41abfce2 · outbound

This paper cites TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models.

Spurious Forgetting in Continual Learning of Language Models TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.419588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31a88124-4add-4462-9bfd-8b971e429d85 · outbound

This paper cites Learning to prompt for continual learning.

Spurious Forgetting in Continual Learning of Language Models Learning to prompt for continual learning

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:50.021921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 18431be1-9ecd-42c9-b04d-65304a402583 · outbound

This paper cites Magicoder: Empowering code generation with oss-instruct.

Spurious Forgetting in Continual Learning of Language Models Magicoder: Empowering code generation with oss-instruct

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.427970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10c9a90f-1c1e-44cf-b952-6febaee3e5f6 · outbound

This paper cites LLaMA Pro: Progressive LLaMA with Block Expansion.

Spurious Forgetting in Continual Learning of Language Models LLaMA Pro: Progressive LLaMA with Block Expansion

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.431912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b44996a-4e49-4c33-b8aa-8d3894977c7c · outbound

This paper cites Pretrained language model in continual learning: A comparative study.

Spurious Forgetting in Continual Learning of Language Models Pretrained language model in continual learning: A comparative study

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:49.998911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c9a1df3a-806d-4b7d-9e5e-6823d2813a5e · outbound

This paper cites Shadow alignment: The ease of subverting safely-aligned language models.

Spurious Forgetting in Continual Learning of Language Models Shadow alignment: The ease of subverting safely-aligned language models

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:49.986077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation efe5b9a7-085d-421b-b83c-48f49e7a46b7 · outbound

This paper cites MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models.

Spurious Forgetting in Continual Learning of Language Models MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.444384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd501cd3-64d0-41d8-8a2c-aa8c7956668b · outbound

This paper cites Hellaswag: Can a machine really finish your sentence? In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019.

Spurious Forgetting in Continual Learning of Language Models Hellaswag: Can a machine really finish your sentence? In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.449329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f52a1f8-f2ed-4946-9f72-52199768ed5b · outbound

This paper cites Continual Sequence Generation with Adaptive Compositional Modules.

Spurious Forgetting in Continual Learning of Language Models Continual Sequence Generation with Adaptive Compositional Modules

Reference 64

Resolution: verified exact; local_arxiv, observed 2026-08-10T16:13:49.582899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e45bb04d-808f-436b-bbc7-c7bafe80e1e3 · outbound

This paper cites Can we edit factual knowledge by in-context learning? In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pp.\ 4862--4876, 2023 a.

Spurious Forgetting in Continual Learning of Language Models Can we edit factual knowledge by in-context learning? In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pp.\ 4862--4876, 2023 a

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:13:49.962362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f00ad06e-8f1a-4291-93ec-a2cc7edc8087 · outbound

This paper cites Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models.

Spurious Forgetting in Continual Learning of Language Models Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models

Reference 66

Resolution: verified exact; local_arxiv, observed 2026-08-10T16:13:49.566475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9fd6e736-027f-4b1f-a639-9b18cc70d938 · outbound

This paper cites Can LLMs Learn New Concepts Incrementally without Forgetting?.

Spurious Forgetting in Continual Learning of Language Models Can LLMs Learn New Concepts Incrementally without Forgetting?

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.466841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 422d6b62-1bc2-4a2d-bdf2-5c6ad3bc21d1 · outbound

This paper cites LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models.

Spurious Forgetting in Continual Learning of Language Models LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.471244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bfab8c4-159d-4d0f-8f73-445089797524 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Spurious Forgetting in Continual Learning of Language Models Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.476013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 182392e8-c035-46eb-85d0-90d09a26d446 · outbound

This paper cites write newline.

Spurious Forgetting in Continual Learning of Language Models write newline

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.479842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a574c6e3-bbbb-414e-9086-492cc06b98ad · outbound

This paper cites @esa (Ref.

Spurious Forgetting in Continual Learning of Language Models @esa (Ref

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.484231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2edce88-8e41-41ca-ab02-54c7c7a56401 · outbound

This paper cites an unresolved cited work.

Spurious Forgetting in Continual Learning of Language Models Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.488507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8857660a-6caa-425c-bcef-c938d5915b26 · outbound

This paper cites an unresolved cited work.

Spurious Forgetting in Continual Learning of Language Models Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-10T16:13:49.492144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 86b90050-3e7b-42d3-81d1-d8fbf0cb57e2 · inbound

SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning cites this paper.

SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning Spurious Forgetting in Continual Learning of Language Models

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-16T00:53:21.169669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0803615a-1aae-4fe1-b08d-45305d3eca7d · 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 Spurious Forgetting in Continual Learning of Language Models

Reference 261

Resolution: unresolved; no resolver link, observed 2026-08-07T00:40:37.672276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 621d67fa-9563-46c4-9c5a-8acfd75bf496 · inbound

BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding cites this paper.

BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding Spurious Forgetting in Continual Learning of Language Models

Reference 104

Resolution: verified exact; arxiv_id, observed 2026-05-18T21:16:51.280862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 02ac1d36-1fd9-4d7d-b985-926a985ef2f2 · inbound

UItron: Foundational GUI Agent with Advanced Perception and Planning cites this paper.

UItron: Foundational GUI Agent with Advanced Perception and Planning Spurious Forgetting in Continual Learning of Language Models

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-05T14:03:42.556978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b54430d0-4d87-4f9d-b876-5b196e25b384 · inbound

Continual Safety Alignment via Gradient-Based Sample Selection cites this paper.

Continual Safety Alignment via Gradient-Based Sample Selection Spurious Forgetting in Continual Learning of Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:16:54.730744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 24111cad-c311-412c-8609-c92607db8f99 · inbound

Attribution-Guided Continual Learning for Large Language Models cites this paper.

Attribution-Guided Continual Learning for Large Language Models Spurious Forgetting in Continual Learning of Language Models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:11:05.472178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c8d3da86-7f3e-43b1-8344-1713cf88cae6 · inbound

Attribution-Guided Continual Learning for Large Language Models cites this paper.

Attribution-Guided Continual Learning for Large Language Models Spurious Forgetting in Continual Learning of Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-14T19:12:02.449224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51f7e64b-8434-45f9-a077-e08c5a159881 · inbound

EpiEvolve: Self-Evolving Agents for Streaming Pandemic Forecasting under Regime Shifts cites this paper.

EpiEvolve: Self-Evolving Agents for Streaming Pandemic Forecasting under Regime Shifts Spurious Forgetting in Continual Learning of Language Models

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-07-02T09:06:49.153906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9f250876-a5da-45b9-91d1-02e9001bbc6d · inbound

Curriculum Reinforcement Learning Can Incentivize Reasoning Capacity in LLMs Beyond the Base Model cites this paper.

Curriculum Reinforcement Learning Can Incentivize Reasoning Capacity in LLMs Beyond the Base Model Spurious Forgetting in Continual Learning of Language Models

Reference 48

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T08:39:42.278601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a3ca1545-4829-455c-b628-25c14e42c338 · inbound

Rethinking Transfer in Continual Learning: A Replay-Based Realisation cites this paper.

Rethinking Transfer in Continual Learning: A Replay-Based Realisation Spurious Forgetting in Continual Learning of Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T22:58:01.028788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49b2ef81-e460-4c67-8259-d8bf0f037826 · inbound

Mixture-of-Translators: Translating KV Caches Across Heterogeneous Large Language Models cites this paper.

Mixture-of-Translators: Translating KV Caches Across Heterogeneous Large Language Models Spurious Forgetting in Continual Learning of Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T16:13:24.960751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d813f63c-9826-4f18-a47e-2cddb17b919b · inbound

Continual Learning in Transition cites this paper.

Continual Learning in Transition Spurious Forgetting in Continual Learning of Language Models

Reference 172

Resolution: unresolved; no resolver link, observed 2026-08-07T12:24:12.109846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd5ab0f9-ff93-497b-a8ab-6ee8ff173303 · inbound

Continual Learning in Transition cites this paper.

Continual Learning in Transition Spurious Forgetting in Continual Learning of Language Models

Reference 182

Resolution: unresolved; no resolver link, observed 2026-08-15T14:38:39.228877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.