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Paper Citation Record · LEDGER

When Does Continual Learning Require Learning

As of 15 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 2 inbound Pith citation observations for arXiv:2607.07847.

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

pith.paper-citation-record.v1
2607.07847 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T16:49:00.923598Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:20:58.790742Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T12:16:16.480190Z

Reference resolution

61 of 61 outbound references displayed

  • verified exact32
  • verified fuzzy25
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 32a67944-6f21-4c81-9508-507dbe53716a · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

When Does Continual Learning Require Learning gpt-oss-120b & gpt-oss-20b Model Card

Reference 1

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local_arxiv, observed 2026-07-10T16:57:24.535557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:b9320cf348f95f505d40ce6dfdcad66cc1bd18e516225fc181407cc50fd52f30

Observation f55fce7d-e486-4e7f-816c-d3b046d112d9 · outbound

This paper cites GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning.

When Does Continual Learning Require Learning GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Reference 2

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local_arxiv, observed 2026-07-10T16:57:24.561426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:c0ed32477b351e217a956d7d9765f09030f431e92845c8943e8fcc0e3eea13c4

Observation 55dfa923-3521-4174-b90c-9211d9ad59d2 · outbound

This paper cites Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901.

When Does Continual Learning Require Learning Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901

Reference 3

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raw_fallback, observed 2026-07-10T16:57:25.334126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:0edabbe60b6274a25bdc7eaf98b9c85c5a7fbb066da4b1bfe149b87bc90f195e

Observation 21c82a31-30c1-4f2f-8c06-0b7ee1b0c5f2 · outbound

This paper cites AdaEvolve: Adaptive LLM driven zeroth-order optimization.

When Does Continual Learning Require Learning AdaEvolve: Adaptive LLM driven zeroth-order optimization

Reference 4

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arxiv_id, observed 2026-07-10T16:57:24.524631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:facc547625a94e9d1f5f74dbf05d99361ff2976162c6e3c3d78fbcc716edd2dd

Observation 86b362e5-7a61-4059-8895-de6b94a89459 · outbound

This paper cites Finqa: A dataset of numerical reasoning over financial data.

When Does Continual Learning Require Learning Finqa: A dataset of numerical reasoning over financial data

Reference 5

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raw_fallback, observed 2026-07-10T16:57:25.341777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:61d57902ed87cf8b8f0b342c6ec598d8013770e09dd8ce8c2b43056aa2b6014c

Observation c95e5ea0-2b74-47df-aa44-f5021f755298 · outbound

This paper cites Su- perposition of many models into one.Advances in neural information processing systems, 32, 2019.

When Does Continual Learning Require Learning Su- perposition of many models into one.Advances in neural information processing systems, 32, 2019

Reference 6

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raw_fallback, observed 2026-07-10T16:57:25.331257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:ad7075be2e29738d97a8c1d4ff5321d647e08afb33b45402b823005a66c914d8

Observation 2567d9df-f7e2-4382-becf-1624c4a9ccf6 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

When Does Continual Learning Require Learning Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 7

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local_arxiv, observed 2026-07-10T16:57:24.553462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:cb1686073015a446cce62fedcb2adfb5eacf75e84d686365bb88455da108cf44

Observation 3ebe5781-ddf8-4e62-a97c-a9aa4b1a4b57 · outbound

This paper cites Loss of plasticity in deep continual learning.Nature, 632 (8026):768–774, 2024.

When Does Continual Learning Require Learning Loss of plasticity in deep continual learning.Nature, 632 (8026):768–774, 2024

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:a0731626c8de584edc42666b79c07f287998b58174ae91ef6a11a1e0e5cdb775

Observation 89dfb92b-72d7-4f10-83d4-acec5d3666c0 · outbound

This paper cites Adversarial continual learning.

When Does Continual Learning Require Learning Adversarial continual learning

Reference 9

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raw_fallback, observed 2026-07-10T16:57:25.344565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:52eaa05cd85094f010a980baa523e8d60466b47940c1579dcb55f7606ef085ab

Observation 620766b9-bbee-42ba-ace6-fc2772f1dbec · outbound

This paper cites Cartridges: Lightweight and general-purpose long context representations via self-study.

When Does Continual Learning Require Learning Cartridges: Lightweight and general-purpose long context representations via self-study

Reference 10

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local_arxiv, observed 2026-07-10T16:57:24.584206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:cb82767a22de01183224c93193ba8d361a47688acbbeff49fd4d6e59dd5be891

Observation f400c55c-0a18-4fa5-a9c9-abda75bfd62a · outbound

This paper cites In-Place Test-Time Training.

When Does Continual Learning Require Learning In-Place Test-Time Training

Reference 11

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local_arxiv, observed 2026-07-10T16:57:24.544639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:a89b899267a57056ed0c93cbea9d83f99bcc7357367d9978d728be943609cae6

Observation 11c3666e-7348-4de2-adc2-567a111541d4 · outbound

This paper cites 2024 , url =.

When Does Continual Learning Require Learning 2024 , url =

Reference 12

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arxiv_id, observed 2026-07-10T16:57:24.574454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:70b5730cafe38d8ce7dbb6dfff8e2eebf8dc06c4a4f6dfca1133dff5d594bae1

Observation 78186159-220f-457b-be92-9ab7c57ca5ea · outbound

This paper cites Catastrophic forgetting in connectionist networks.Trends in cognitive sciences, 3(4):128–135.

When Does Continual Learning Require Learning Catastrophic forgetting in connectionist networks.Trends in cognitive sciences, 3(4):128–135

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:5d6296da80c30d95573933e63513cb6c4c98bbcecc0d1dec084b8347db4dd411

Observation f2ed8671-3228-4d34-8058-2387f304e2a2 · outbound

This paper cites FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI.

When Does Continual Learning Require Learning FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI

Reference 14

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local_arxiv, observed 2026-07-10T16:57:24.591984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:40d97959c885112cb4b969aae9ecbbedcf8b05f0aa29d58bce03cafd767223e9

Observation 66e17c03-123b-44d4-a370-c6a0cda2f6dc · outbound

This paper cites Continual Learning via Neural Pruning.

When Does Continual Learning Require Learning Continual Learning via Neural Pruning

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-07-10T16:57:24.590417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:08964e9da41755abe07938a4ac0ff96d791ce9efbed24c9514480e5d51edfba9

Observation 19073d6d-f004-4056-a4e6-87b87208978d · outbound

This paper cites KellyBench: A Benchmark for Long-Horizon Sequential Decision Making.

When Does Continual Learning Require Learning KellyBench: A Benchmark for Long-Horizon Sequential Decision Making

Reference 16

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local_arxiv, observed 2026-07-10T16:57:24.559369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:2e5db22e0e5236135e66316885a94a95603fc9aefa210dfda4f564e2b25d9516

Observation b08b7907-c4b1-486c-ac09-4ec6e8d5c64e · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

When Does Continual Learning Require Learning Measuring Mathematical Problem Solving With the MATH Dataset

Reference 17

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local_arxiv, observed 2026-07-10T16:57:24.566753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:4e3cac9811ca29e9d5cd9b33a64e54cd94329c0fc80faa92d106c9c432ba26ba

Observation 59cb089f-2299-4565-9f39-d1a76b14d3d3 · outbound

This paper cites Lora: Low-rank adaptation of large language models.Iclr, 1(2):3.

When Does Continual Learning Require Learning Lora: Low-rank adaptation of large language models.Iclr, 1(2):3

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:30fa62c0187b0cea5220958dbba37f03208b1cf81d25f72e35655af6b8db68ac

Observation 7b411dae-8105-4d26-8346-fdb298c682a3 · outbound

This paper cites Reinforcement Learning via Self-Distillation.

When Does Continual Learning Require Learning Reinforcement Learning via Self-Distillation

Reference 19

Resolution
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local_arxiv, observed 2026-07-10T16:57:24.585819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:352442d074ebd4babd33e82d9dbb236669633866e8846348266488ba8121fcae

Observation 529c7fc8-d33c-4e6e-a147-1c038b854aef · outbound

This paper cites Editing Models with Task Arithmetic.

When Does Continual Learning Require Learning Editing Models with Task Arithmetic

Reference 20

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local_arxiv, observed 2026-07-10T16:57:24.576955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:c68ada06f8de10fb93db0606c7787ad223f01b7a2c55d7d154bb77324f0be3c3

Observation 7b16b847-3875-4c79-9231-c0434682f0bc · outbound

This paper cites Temporalwiki: A lifelong benchmark for training and evaluating ever-evolving language models.

When Does Continual Learning Require Learning Temporalwiki: A lifelong benchmark for training and evaluating ever-evolving language models

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:e033cd971e9474f9880615016115542047648b3b957b8ac8a63890ab60855778

Observation 9bcf851c-1420-4954-ad42-ad9725dc11a3 · outbound

This paper cites Meta-learning representations for continual learning.Ad- vances in neural information processing systems, 32, 2019.

When Does Continual Learning Require Learning Meta-learning representations for continual learning.Ad- vances in neural information processing systems, 32, 2019

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:e74d7fb30424b9a92fd2355651a8b78d5ec202ddc18a4a60173748be8713badb

Observation 9204a944-d7cc-481b-b3a3-c2ce2f6955de · outbound

This paper cites Swe-bench: Can language models resolve real-world github issues? In The twelfth international conference on learning representations.

When Does Continual Learning Require Learning Swe-bench: Can language models resolve real-world github issues? In The twelfth international conference on learning representations

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:2d5a245d52eb3390efcdaf52d47d6d6d5354e14e7b55e03411be2095b988b7c5

Observation 62e3a6fd-2a02-4373-bb19-f36822f76cfb · outbound

This paper cites Financial reports sec.

When Does Continual Learning Require Learning Financial reports sec

Reference 24

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raw_fallback, observed 2026-07-10T16:57:25.291686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:551dfd182e9f9ca75a6e6c01114d5acf99eaf788e3b702adfd910de3ba65b619

Observation fd6abda9-ac10-4c11-a53a-28391451d6da · outbound

This paper cites Dspy: compiling declarative language model calls into state-of-the-art pipelines.

When Does Continual Learning Require Learning Dspy: compiling declarative language model calls into state-of-the-art pipelines

Reference 25

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raw_fallback, observed 2026-07-10T16:57:25.299297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:c9269ee717ebf09aaeed33667abfad33d00e62d3a81ad7b54cffbd496a8b052a

Observation 24538cb6-cc40-431b-8189-3a742074145a · outbound

This paper cites Meta-Harness: End-to-End Optimization of Model Harnesses.

When Does Continual Learning Require Learning Meta-Harness: End-to-End Optimization of Model Harnesses

Reference 26

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local_arxiv, observed 2026-07-10T16:57:24.588172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:8dd41398b431ae8d5ae222730a963a40878a62269f9fd59abae70054d54fcaac

Observation 15370f99-b4c1-49f1-9c61-9248ae2c45cf · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474, 2020.

When Does Continual Learning Require Learning Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474, 2020

Reference 27

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raw_fallback, observed 2026-07-10T16:57:25.307018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:272f738b343f834f7d3dbef2812e529cfffe2733169fcf15bb6812aa5e061064

Observation e15e34b3-22b5-40b3-be3b-6fe304afbed3 · outbound

This paper cites Combee: Scaling Prompt Learning for Self-Improving Language Model Agents.

When Does Continual Learning Require Learning Combee: Scaling Prompt Learning for Self-Improving Language Model Agents

Reference 28

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local_arxiv, observed 2026-07-10T16:57:24.541829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:a578c15ca6ad03c436ea2cd575e0a3134d67c34697f465e6917996c4614d43e2

Observation 431d1426-7819-4ae0-9e03-20f755a0fac1 · outbound

This paper cites Compressing context to enhance inference efficiency of large language models.

When Does Continual Learning Require Learning Compressing context to enhance inference efficiency of large language models

Reference 29

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raw_fallback, observed 2026-07-10T16:57:25.287266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:ee3580d0bb650e313d37fa45d88b35d944bbf3ee21ff948e035d15b48ff57b35

Observation ef7fbecb-8a7d-475f-924b-d1dc41d426f1 · outbound

This paper cites Jerry Liu.

When Does Continual Learning Require Learning Jerry Liu

Reference 30

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metadata mismatch
arxiv_id, observed 2026-07-10T16:57:24.577670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:52544fccf5b41f93519014da474a9989bf006c7bbe37d4324c5af8fe0f037cc0

Observation 343e3755-1213-4e49-ab61-88f75a572f1b · outbound

This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.

When Does Continual Learning Require Learning DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 31

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local_arxiv, observed 2026-07-10T16:57:24.580155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:49de650500c18015e555178418f15682c9de08a173157fb0006aac12f7557cbe

Observation 69afb2ce-c666-479f-8f09-56f4892d1aab · outbound

This paper cites Low-redundancy distillation for continual learning.Pattern Recognition, 167:111712, 2025.

When Does Continual Learning Require Learning Low-redundancy distillation for continual learning.Pattern Recognition, 167:111712, 2025

Reference 32

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raw_fallback, observed 2026-07-10T16:57:25.303206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:3304661bfc8abb0b7014f99a98dd3919d9661785801367b3b610228f8f4c1c9b

Observation 4eb9ffca-d944-44e8-98eb-ab58853d3475 · outbound

This paper cites Gradient episodic memory for continual learning.

When Does Continual Learning Require Learning Gradient episodic memory for continual learning

Reference 33

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raw_fallback, observed 2026-07-10T16:57:25.304768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:bb0dca9088414cbb2280636ee6c5374c293920067bad36e458aa02020e7c99bd

Observation 127faefc-d680-4e36-b645-97a2689a418d · outbound

This paper cites Edgar- corpus, September 2021.

When Does Continual Learning Require Learning Edgar- corpus, September 2021

Reference 34

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doi, observed 2026-07-10T16:57:24.391893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:3db6c7f351f8a8a0c795790f70363dedb31af439eda384d48a0d89c630aa4d3b

Observation 97e42c40-d5f9-4460-b633-bb0aa63c7261 · outbound

This paper cites On-policy distillation.Thinking Machines Lab: Con- nectionism.

When Does Continual Learning Require Learning On-policy distillation.Thinking Machines Lab: Con- nectionism

Reference 35

Resolution
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doi, observed 2026-07-10T16:57:24.398246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:5cbd73aed90bb2d15a40ec4aa3c00cdb27a3eaa12fec4f306c4f0db17bc15b7a

Observation 630d04db-a618-4c97-9fe6-479fcbf241e1 · outbound

This paper cites Understanding and Preventing Capacity Loss in Reinforcement Learning.

When Does Continual Learning Require Learning Understanding and Preventing Capacity Loss in Reinforcement Learning

Reference 36

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T16:57:24.574723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:09e89cef91b91512aee226dca026b9ad0b1f2fd495ce6375d0f0bf6bc1e3b7c3

Observation 696d4898-53c5-40f9-84b8-8bc800dcd29a · outbound

This paper cites Decoding risk sentiment in 10-k filings: Predictability for us stock indices.Finance Research Letters, 81:107472, 2025.

When Does Continual Learning Require Learning Decoding risk sentiment in 10-k filings: Predictability for us stock indices.Finance Research Letters, 81:107472, 2025

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T16:57:25.300441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:50fd5a3541dad0bf9f8a817738c5f858d095431dc2b91eac715fe79b4b47c8f9

Observation 96e2557b-6aa6-4c7f-88e0-7eea481a8a7d · outbound

This paper cites Gonzalez, Jingbo 12 Preprint FrontierCS T eam Shang, and Alvin Cheung.

When Does Continual Learning Require Learning Gonzalez, Jingbo 12 Preprint FrontierCS T eam Shang, and Alvin Cheung

Reference 38

Resolution
metadata mismatch
arxiv_id, observed 2026-07-10T16:57:24.556839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:c97671cc19576557d535322d15d03559654f514f01be1227c7bb5a1435336819

Observation 9c601be4-8689-4b48-8300-042a826e3283 · outbound

This paper cites Some philosophical problems from the standpoint of artificial intelligence.

When Does Continual Learning Require Learning Some philosophical problems from the standpoint of artificial intelligence

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T16:57:25.308403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:0dfb1fd9bbb6e67fabe7b0b315b2bdf909907e3a9698288067c53e10911043ce

Observation 2870bff7-8437-4053-9a0b-78556ab45a79 · outbound

This paper cites Catastrophic interference in connectionist networks: The sequential learning problem.

When Does Continual Learning Require Learning Catastrophic interference in connectionist networks: The sequential learning problem

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T16:57:25.316539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:89dfb3f9988a4c3278fe8dfed7c2fa255ab2f609e64823113b66eec6ddaaf3e5

Observation badaf00a-98da-4656-a8dd-52b70def39b2 · outbound

This paper cites h1: Bootstrapping llms to reason over longer horizons via reinforcement learning.

When Does Continual Learning Require Learning h1: Bootstrapping llms to reason over longer horizons via reinforcement learning

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-07-10T16:57:24.515308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:b8117de7b5818451fb1facd9a3074a2b0dfeb36162f738a57a7112c1eea1cc66

Observation a8c63404-835c-429a-b374-eb680b12d779 · outbound

This paper cites The primacy bias in deep reinforcement learning.

When Does Continual Learning Require Learning The primacy bias in deep reinforcement learning

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T16:57:25.290624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:6f1658cf78d84934a2876fd9b4e8003935a1662cd9cb90f83713ede3228d7442

Observation e199033d-bdd9-42e1-bf9e-680c8ef1adb9 · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

When Does Continual Learning Require Learning AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-07-10T16:57:24.589568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:d6d39d9b0528cfe6856df360c589963a0d5c65366eca9de5e9af45b2fcf1ef21

Observation 8925b044-ce27-428d-966b-1b645f506242 · outbound

This paper cites Optimizing instructions and demonstrations for multi-stage language model programs.

When Does Continual Learning Require Learning Optimizing instructions and demonstrations for multi-stage language model programs

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T16:57:25.339291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:2cfe381ae8a8d965954102c0c18eadc6bff6b5b1f140ecdacbfc51fa91125b27

Observation 798818ca-437b-4594-9882-389562362ded · outbound

This paper cites KernelBench: Can LLMs Write Efficient GPU Kernels?.

When Does Continual Learning Require Learning KernelBench: Can LLMs Write Efficient GPU Kernels?

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-07-10T16:57:24.553023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:a4d9604beb3faec1967c57613cd83bfef1edee66b58412073e9fd633bd47acb0

Observation 3a6e591b-4374-4f27-8735-aa34a3ef57cd · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

When Does Continual Learning Require Learning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-07-10T16:57:24.594301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:5f41dcb8c8b202b6e4da9a5865de17553960dbdf3f125db2e115180cec4bea0e

Observation 4cb51af3-348f-4364-9b7f-01f9e1437a04 · outbound

This paper cites Openevolve: an open-source evolutionary coding agent.

When Does Continual Learning Require Learning Openevolve: an open-source evolutionary coding agent

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T16:57:25.336519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:00d2a2be2eb8be588978ee86f6f181e1bd6c83ae030bfa99f694d777a1a8494e

Observation 5090006f-cbb6-481e-9c3d-43a42a37386b · outbound

This paper cites Self-Distillation Enables Continual Learning.

When Does Continual Learning Require Learning Self-Distillation Enables Continual Learning

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-07-10T16:57:24.572457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:a2e24fbb7e3dd57b06c50175c3f84806e21e2d7e03f906c842ef1e1de4052d15

Observation 0909af83-89b1-44c9-aa84-061991ff67b3 · outbound

This paper cites End-to-end test-time training for long context.

When Does Continual Learning Require Learning End-to-end test-time training for long context

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-07-10T16:57:24.505988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:91140b96d0c1d65ec6de58a92b7547cce77fb4281093ca2a71e8045e00ffe251

Observation 7108ef6f-6177-4140-aedd-ee7d7dcc4d12 · outbound

This paper cites ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases.

When Does Continual Learning Require Learning ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-07-10T16:57:24.530171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:c6b18f3a21e87c0dc0b1bb98188f10be3e4203b7b4a1efe94fb195fa68ed8215

Observation d2565d08-a695-42e8-ad78-6e91ffb0604a · outbound

This paper cites Mmlu-pro: A more robust and challenging multi-task language understanding benchmark.Advances in Neural Information Processing Systems, 37:95266–95290.

When Does Continual Learning Require Learning Mmlu-pro: A more robust and challenging multi-task language understanding benchmark.Advances in Neural Information Processing Systems, 37:95266–95290

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T16:57:25.349907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:618b478b7a964787329da3bd89e93e6335c8f04a3c319976efe5c5129f8e3bb1

Observation dae97c45-78de-4d2c-950f-b90a78987199 · outbound

This paper cites arXiv preprint arXiv:2507.03041 , year=.

When Does Continual Learning Require Learning arXiv preprint arXiv:2507.03041 , year=

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-07-10T16:57:24.558948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:2d7209ba833700581b27b826cfd211bdec28033474dabef46b61b428a91cc753

Observation 4ade0d53-5ed0-4675-b439-474e02e8d7b4 · outbound

This paper cites Qwen3 Technical Report.

When Does Continual Learning Require Learning Qwen3 Technical Report

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-07-10T16:57:24.550565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:d81afba8a3ca3d910f7de55532e704947906b8f19ba63667471bb2843da50e5c

Observation 80552d1b-97ad-4be5-9b56-16c79fadfff4 · outbound

This paper cites Meta Context Engineer- ing via Agentic Skill Evolution, February 2026.https://arxiv.org/abs/2601.21557.

When Does Continual Learning Require Learning Meta Context Engineer- ing via Agentic Skill Evolution, February 2026.https://arxiv.org/abs/2601.21557

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-07-10T16:57:24.587025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:cf49b30c4e82d41120b4d4c305c58c5df157f3670960849428072ac892aba4c7

Observation 2f591ec8-f558-4220-848c-2fcde7e9c24a · outbound

This paper cites TextGrad: Automatic "Differentiation" via Text.

When Does Continual Learning Require Learning TextGrad: Automatic "Differentiation" via Text

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-07-10T16:57:24.564500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:0e24fd4846359dcde41db04747cdbebf32af50efa50139f51b199fb44f266898

Observation d5edb370-da48-4a7e-b81a-2e7c262a960e · outbound

This paper cites Recursive Language Models.

When Does Continual Learning Require Learning Recursive Language Models

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-07-10T16:57:24.579334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:afb4d165c4c7ea395881b45345dd193ae742d3d21029cfb20fcfcaa0b78eae06

Observation afc962ff-2d26-4531-b917-bb400834315b · outbound

This paper cites Side- tuning: a baseline for network adaptation via additive side networks.

When Does Continual Learning Require Learning Side- tuning: a baseline for network adaptation via additive side networks

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T16:57:25.353237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:2fbafd81fb2b4a4c72cbf0d6cfe70311ec6687df3e899660d01e555cdb1abee2

Observation 8b21e2db-0809-41f2-ae01-8a2e7ca61bae · outbound

This paper cites Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents.

When Does Continual Learning Require Learning Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents

Reference 58

Resolution
verified exact
local_arxiv, observed 2026-07-10T16:57:24.518774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:45413cd73d548391c4d84fbc6f5619540b20aa7a2a31e92936af42d8142ec2c5

Observation c38962fa-1c1f-41f2-b653-dba820af1f3a · outbound

This paper cites Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models.

When Does Continual Learning Require Learning Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-07-10T16:57:24.544383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:d917fe2f1d9d6fa4235970f9aaac03b5dcb7407f9cb4d4aef42a638d50a84cb1

Observation 1f49aa18-9cf9-4896-b686-3806e66d9df2 · outbound

This paper cites Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models.

When Does Continual Learning Require Learning Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-07-10T16:57:24.581763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:bf5076aee4508e445827ea92cb788e829071e03d8141d01d3a838d9340653fa0

Observation 6d988ad2-ca34-4328-8cb2-33d9b61760af · outbound

This paper cites Action":.

When Does Continual Learning Require Learning Action":

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T16:57:25.285319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-10T16:49:00.923598Z digest=sha256:43ad0d00d383fc352e565f36732f6f99f2dacd14a9a59c69a47792413dd9f841

Pith citing papers

Observation 1d688194-ab17-429b-92e5-ae0525d82015 · inbound

Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA cites this paper.

Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA When Does Continual Learning Require Learning

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T10:20:58.786739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T10:20:58.786739Z digest=sha256:f64af7b76e18dcc88978670f476c27ee5dd1c35469fdb21e75cccb3e0a2388e3

Observation d5f8eb12-9507-4ec7-93bc-768a35882674 · inbound

Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA cites this paper.

Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA When Does Continual Learning Require Learning

Reference 9

Resolution
metadata mismatch
local_arxiv, observed 2026-08-11T10:20:59.213515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T10:20:58.790742Z digest=sha256:78da73d2d069107ea5a1ddb28dde38ba262c2b731f8a28768dea78c477eb0846