Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-10T16:49:00.923598Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-10T16:49:00.923598Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T10:20:58.790742Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-11T12:16:16.480190Z
61 of 61 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 32a67944-6f21-4c81-9508-507dbe53716a · outbound
When Does Continual Learning Require Learning gpt-oss-120b & gpt-oss-20b Model Card
Reference 1
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.
Observation f55fce7d-e486-4e7f-816c-d3b046d112d9 · outbound
When Does Continual Learning Require Learning GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
Reference 2
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.
Observation 55dfa923-3521-4174-b90c-9211d9ad59d2 · outbound
When Does Continual Learning Require Learning Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901
Reference 3
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.
Observation 21c82a31-30c1-4f2f-8c06-0b7ee1b0c5f2 · outbound
When Does Continual Learning Require Learning AdaEvolve: Adaptive LLM driven zeroth-order optimization
Reference 4
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.
Observation 86b362e5-7a61-4059-8895-de6b94a89459 · outbound
When Does Continual Learning Require Learning Finqa: A dataset of numerical reasoning over financial data
Reference 5
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.
Observation c95e5ea0-2b74-47df-aa44-f5021f755298 · outbound
When Does Continual Learning Require Learning Su- perposition of many models into one.Advances in neural information processing systems, 32, 2019
Reference 6
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.
Observation 2567d9df-f7e2-4382-becf-1624c4a9ccf6 · outbound
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
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.
Observation 3ebe5781-ddf8-4e62-a97c-a9aa4b1a4b57 · outbound
When Does Continual Learning Require Learning Loss of plasticity in deep continual learning.Nature, 632 (8026):768–774, 2024
Reference 8
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.
Observation 89dfb92b-72d7-4f10-83d4-acec5d3666c0 · outbound
When Does Continual Learning Require Learning Adversarial continual learning
Reference 9
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.
Observation 620766b9-bbee-42ba-ace6-fc2772f1dbec · outbound
When Does Continual Learning Require Learning Cartridges: Lightweight and general-purpose long context representations via self-study
Reference 10
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.
Observation f400c55c-0a18-4fa5-a9c9-abda75bfd62a · outbound
When Does Continual Learning Require Learning In-Place Test-Time Training
Reference 11
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.
Observation 11c3666e-7348-4de2-adc2-567a111541d4 · outbound
When Does Continual Learning Require Learning 2024 , url =
Reference 12
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.
Observation 78186159-220f-457b-be92-9ab7c57ca5ea · outbound
When Does Continual Learning Require Learning Catastrophic forgetting in connectionist networks.Trends in cognitive sciences, 3(4):128–135
Reference 13
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.
Observation f2ed8671-3228-4d34-8058-2387f304e2a2 · outbound
When Does Continual Learning Require Learning FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI
Reference 14
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.
Observation 66e17c03-123b-44d4-a370-c6a0cda2f6dc · outbound
When Does Continual Learning Require Learning Continual Learning via Neural Pruning
Reference 15
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.
Observation 19073d6d-f004-4056-a4e6-87b87208978d · outbound
When Does Continual Learning Require Learning KellyBench: A Benchmark for Long-Horizon Sequential Decision Making
Reference 16
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.
Observation b08b7907-c4b1-486c-ac09-4ec6e8d5c64e · outbound
When Does Continual Learning Require Learning Measuring Mathematical Problem Solving With the MATH Dataset
Reference 17
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.
Observation 59cb089f-2299-4565-9f39-d1a76b14d3d3 · outbound
When Does Continual Learning Require Learning Lora: Low-rank adaptation of large language models.Iclr, 1(2):3
Reference 18
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.
Observation 7b411dae-8105-4d26-8346-fdb298c682a3 · outbound
When Does Continual Learning Require Learning Reinforcement Learning via Self-Distillation
Reference 19
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.
Observation 529c7fc8-d33c-4e6e-a147-1c038b854aef · outbound
When Does Continual Learning Require Learning Editing Models with Task Arithmetic
Reference 20
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.
Observation 7b16b847-3875-4c79-9231-c0434682f0bc · outbound
When Does Continual Learning Require Learning Temporalwiki: A lifelong benchmark for training and evaluating ever-evolving language models
Reference 21
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.
Observation 9bcf851c-1420-4954-ad42-ad9725dc11a3 · outbound
When Does Continual Learning Require Learning Meta-learning representations for continual learning.Ad- vances in neural information processing systems, 32, 2019
Reference 22
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.
Observation 9204a944-d7cc-481b-b3a3-c2ce2f6955de · outbound
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
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.
Observation 62e3a6fd-2a02-4373-bb19-f36822f76cfb · outbound
When Does Continual Learning Require Learning Financial reports sec
Reference 24
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.
Observation fd6abda9-ac10-4c11-a53a-28391451d6da · outbound
When Does Continual Learning Require Learning Dspy: compiling declarative language model calls into state-of-the-art pipelines
Reference 25
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.
Observation 24538cb6-cc40-431b-8189-3a742074145a · outbound
When Does Continual Learning Require Learning Meta-Harness: End-to-End Optimization of Model Harnesses
Reference 26
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.
Observation 15370f99-b4c1-49f1-9c61-9248ae2c45cf · outbound
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
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.
Observation e15e34b3-22b5-40b3-be3b-6fe304afbed3 · outbound
When Does Continual Learning Require Learning Combee: Scaling Prompt Learning for Self-Improving Language Model Agents
Reference 28
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.
Observation 431d1426-7819-4ae0-9e03-20f755a0fac1 · outbound
When Does Continual Learning Require Learning Compressing context to enhance inference efficiency of large language models
Reference 29
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.
Observation ef7fbecb-8a7d-475f-924b-d1dc41d426f1 · outbound
Reference 30
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.
Observation 343e3755-1213-4e49-ab61-88f75a572f1b · outbound
When Does Continual Learning Require Learning DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
Reference 31
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.
Observation 69afb2ce-c666-479f-8f09-56f4892d1aab · outbound
When Does Continual Learning Require Learning Low-redundancy distillation for continual learning.Pattern Recognition, 167:111712, 2025
Reference 32
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.
Observation 4eb9ffca-d944-44e8-98eb-ab58853d3475 · outbound
When Does Continual Learning Require Learning Gradient episodic memory for continual learning
Reference 33
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.
Observation 127faefc-d680-4e36-b645-97a2689a418d · outbound
When Does Continual Learning Require Learning Edgar- corpus, September 2021
Reference 34
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.
Observation 97e42c40-d5f9-4460-b633-bb0aa63c7261 · outbound
When Does Continual Learning Require Learning On-policy distillation.Thinking Machines Lab: Con- nectionism
Reference 35
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.
Observation 630d04db-a618-4c97-9fe6-479fcbf241e1 · outbound
When Does Continual Learning Require Learning Understanding and Preventing Capacity Loss in Reinforcement Learning
Reference 36
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.
Observation 696d4898-53c5-40f9-84b8-8bc800dcd29a · outbound
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
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.
Observation 96e2557b-6aa6-4c7f-88e0-7eea481a8a7d · outbound
When Does Continual Learning Require Learning Gonzalez, Jingbo 12 Preprint FrontierCS T eam Shang, and Alvin Cheung
Reference 38
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.
Observation 9c601be4-8689-4b48-8300-042a826e3283 · outbound
When Does Continual Learning Require Learning Some philosophical problems from the standpoint of artificial intelligence
Reference 39
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.
Observation 2870bff7-8437-4053-9a0b-78556ab45a79 · outbound
When Does Continual Learning Require Learning Catastrophic interference in connectionist networks: The sequential learning problem
Reference 40
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.
Observation badaf00a-98da-4656-a8dd-52b70def39b2 · outbound
When Does Continual Learning Require Learning h1: Bootstrapping llms to reason over longer horizons via reinforcement learning
Reference 41
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.
Observation a8c63404-835c-429a-b374-eb680b12d779 · outbound
When Does Continual Learning Require Learning The primacy bias in deep reinforcement learning
Reference 42
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.
Observation e199033d-bdd9-42e1-bf9e-680c8ef1adb9 · outbound
When Does Continual Learning Require Learning AlphaEvolve: A coding agent for scientific and algorithmic discovery
Reference 43
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.
Observation 8925b044-ce27-428d-966b-1b645f506242 · outbound
When Does Continual Learning Require Learning Optimizing instructions and demonstrations for multi-stage language model programs
Reference 44
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.
Observation 798818ca-437b-4594-9882-389562362ded · outbound
When Does Continual Learning Require Learning KernelBench: Can LLMs Write Efficient GPU Kernels?
Reference 45
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.
Observation 3a6e591b-4374-4f27-8735-aa34a3ef57cd · outbound
When Does Continual Learning Require Learning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 46
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.
Observation 4cb51af3-348f-4364-9b7f-01f9e1437a04 · outbound
When Does Continual Learning Require Learning Openevolve: an open-source evolutionary coding agent
Reference 47
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.
Observation 5090006f-cbb6-481e-9c3d-43a42a37386b · outbound
When Does Continual Learning Require Learning Self-Distillation Enables Continual Learning
Reference 48
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.
Observation 0909af83-89b1-44c9-aa84-061991ff67b3 · outbound
When Does Continual Learning Require Learning End-to-end test-time training for long context
Reference 49
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.
Observation 7108ef6f-6177-4140-aedd-ee7d7dcc4d12 · outbound
When Does Continual Learning Require Learning ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases
Reference 50
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.
Observation d2565d08-a695-42e8-ad78-6e91ffb0604a · outbound
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
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.
Observation dae97c45-78de-4d2c-950f-b90a78987199 · outbound
When Does Continual Learning Require Learning arXiv preprint arXiv:2507.03041 , year=
Reference 52
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.
Observation 4ade0d53-5ed0-4675-b439-474e02e8d7b4 · outbound
When Does Continual Learning Require Learning Qwen3 Technical Report
Reference 53
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.
Observation 80552d1b-97ad-4be5-9b56-16c79fadfff4 · outbound
When Does Continual Learning Require Learning Meta Context Engineer- ing via Agentic Skill Evolution, February 2026.https://arxiv.org/abs/2601.21557
Reference 54
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.
Observation 2f591ec8-f558-4220-848c-2fcde7e9c24a · outbound
When Does Continual Learning Require Learning TextGrad: Automatic "Differentiation" via Text
Reference 55
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.
Observation d5edb370-da48-4a7e-b81a-2e7c262a960e · outbound
When Does Continual Learning Require Learning Recursive Language Models
Reference 56
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.
Observation afc962ff-2d26-4531-b917-bb400834315b · outbound
When Does Continual Learning Require Learning Side- tuning: a baseline for network adaptation via additive side networks
Reference 57
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.
Observation 8b21e2db-0809-41f2-ae01-8a2e7ca61bae · outbound
When Does Continual Learning Require Learning Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents
Reference 58
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.
Observation c38962fa-1c1f-41f2-b653-dba820af1f3a · outbound
When Does Continual Learning Require Learning Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
Reference 59
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.
Observation 1f49aa18-9cf9-4896-b686-3806e66d9df2 · outbound
When Does Continual Learning Require Learning Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models
Reference 60
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.
Observation 6d988ad2-ca34-4328-8cb2-33d9b61760af · outbound
Reference 61
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.
Observation 1d688194-ab17-429b-92e5-ae0525d82015 · inbound
Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA When Does Continual Learning Require Learning
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5f8eb12-9507-4ec7-93bc-768a35882674 · inbound
Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA When Does Continual Learning Require Learning
Reference 9
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.