Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:13:02.532066Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2506.03426.
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 2026-08-07T11:13:02.532066Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-21T05:32:01.059706Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-21T05:33:58.583382Z
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 38da544c-8c97-43c0-8615-d222dc1df4e2 · outbound
Adaptive Task Vectors for Large Language Models Language models are few-shot learners,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 819fb1e3-c901-4271-a6d4-87290c127cb3 · outbound
Adaptive Task Vectors for Large Language Models A Survey on In-context Learning
Reference 2
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Unavailable: canonical work link unavailable.
Observation 9195e073-f686-422c-9b7d-378da5004a1e · outbound
Adaptive Task Vectors for Large Language Models What Makes Good In-Context Examples for GPT-$3$?
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a551a0d-f5f1-47c3-a57e-82a5d5ca1957 · outbound
Adaptive Task Vectors for Large Language Models Revisiting Demonstration Selection Strategies in In-Context Learning
Reference 4
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Observation 20bf3ef1-b7d0-4a42-b34a-69bac13ae6d5 · outbound
Adaptive Task Vectors for Large Language Models Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee8ef9b7-c48d-404d-8c54-9e52813fd1d9 · outbound
Adaptive Task Vectors for Large Language Models Long-context LLMs Struggle with Long In-context Learning
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 096863bb-d6f2-4e92-8a8e-d0684c9c8f62 · outbound
Adaptive Task Vectors for Large Language Models Babilong: Testing the limits of llms with long context reasoning-in-a-haystack,
Reference 7
Source-reported events for the cited work
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Observation d0516e09-fbf7-4ffe-b76d-50a3b401c244 · outbound
Adaptive Task Vectors for Large Language Models In-context learning creates task vectors,
Reference 8
Source-reported events for the cited work
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Observation 952f458a-8a26-4823-9db7-5efd733b08f1 · outbound
Adaptive Task Vectors for Large Language Models Editing models with task arithmetic,
Reference 9
Source-reported events for the cited work
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Observation 1ee2963a-a376-42f3-811f-738b07d7b17a · outbound
Adaptive Task Vectors for Large Language Models In-context vectors: making in context learning more effective and controllable through latent space steering,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ca4dc751-e105-43d9-9c6a-5d9a8d361259 · outbound
Adaptive Task Vectors for Large Language Models Implicit in-context learning,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d5eb0e16-23f1-41cf-8112-c355d6b989c5 · outbound
Adaptive Task Vectors for Large Language Models ELICIT: LLM augmentation via external in-context capability,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c4497d80-102c-46a5-8124-e43cdbf1b82f · outbound
Adaptive Task Vectors for Large Language Models Task Vectors in In-Context Learning: Emergence, Formation, and Benefit
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27c0e2bc-40e2-4461-af4e-24b02d849e5e · outbound
Adaptive Task Vectors for Large Language Models Multimodal task vectors enable many-shot multimodal in-context learning,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f41412e9-06e1-4b92-a849-ac5906b0b39b · outbound
Adaptive Task Vectors for Large Language Models Calibrate before use: Improving few-shot per- formance of language models,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3c80c705-bae6-4d13-92c7-4f5a9196cdfa · outbound
Adaptive Task Vectors for Large Language Models Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3c21e7b-a1a2-47b0-b4cd-72952f9182e0 · outbound
Adaptive Task Vectors for Large Language Models Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c6e98ea-542b-4ac2-af5e-c4e583bef43a · outbound
Adaptive Task Vectors for Large Language Models When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5ecef76-6764-43f0-b751-2e2fd2868c99 · outbound
Adaptive Task Vectors for Large Language Models Chain-of-thought prompting elicits reasoning in large language models,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32fac6aa-a469-40e5-ac82-552be42b2f57 · outbound
Adaptive Task Vectors for Large Language Models Large language models are zero-shot reasoners,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65b60eaf-0b1c-44fe-9b9b-8e16e46870fb · outbound
Adaptive Task Vectors for Large Language Models Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a220138-0b02-4377-b9ca-ee5d79b7e14f · outbound
Adaptive Task Vectors for Large Language Models Rethinking the role of demonstrations: What makes in-context learning work?
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e785dca7-014a-432a-8397-2faac73e6898 · outbound
Adaptive Task Vectors for Large Language Models Learning to retrieve prompts for in-context learning,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b15fcaca-27c5-44e7-a27b-30cd2da825b9 · outbound
Adaptive Task Vectors for Large Language Models Attention is all you need,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e191d50-6cae-44ee-a48f-3417cfa905c5 · outbound
Adaptive Task Vectors for Large Language Models Language models are unsupervised multitask learners,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0493f50-eea2-4303-b1f7-ed7797f95962 · outbound
Adaptive Task Vectors for Large Language Models Lora: Low-rank adaptation of large language models
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02dcddf0-9aec-4a74-8202-63523cf2c525 · outbound
Adaptive Task Vectors for Large Language Models Prefix-Tuning: Optimizing Continuous Prompts for Generation
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3cea4c2-1328-4005-bd43-bd54952659da · outbound
Adaptive Task Vectors for Large Language Models Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-Optimizers
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b12e7881-c29f-4255-8c19-7c82092b3967 · outbound
Adaptive Task Vectors for Large Language Models Towards a unified view of parameter-efficient transfer learning,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b93ba10c-84ea-4b82-a058-b3f079d4d0b9 · outbound
Adaptive Task Vectors for Large Language Models The Llama 3 Herd of Models
Reference 30
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Unavailable: canonical work link unavailable.
Observation be870b53-86e7-4899-a2cb-9543c15c7b2e · outbound
Reference 31
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Unavailable: canonical work link unavailable.
Observation a0733e3b-288a-467a-a850-6776666e762a · outbound
Adaptive Task Vectors for Large Language Models The probabilistic relevance framework: Bm25 and beyond,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 13a7a218-3334-4230-9b01-30f83e16e073 · outbound
Adaptive Task Vectors for Large Language Models A primer in bertology: What we know about how bert works,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 81ca89b0-5b9d-41d4-b232-a704866a992c · outbound
Adaptive Task Vectors for Large Language Models BERT Rediscovers the Classical NLP Pipeline
Reference 34
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Unavailable: canonical work link unavailable.
Observation 968dc86a-d13d-4b88-b26e-6abe8ae82d74 · outbound
Adaptive Task Vectors for Large Language Models A mathematical framework for transformer circuits,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dc79206a-c45a-484d-a9da-927e50ee0fb8 · outbound
Adaptive Task Vectors for Large Language Models CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge
Reference 36
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Unavailable: canonical work link unavailable.
Observation 9d4219f0-d7ce-435a-b88e-f5bf5884a9bb · outbound
Adaptive Task Vectors for Large Language Models Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbd1ad22-5623-4460-8765-532819ff3992 · outbound
Adaptive Task Vectors for Large Language Models HellaSwag: Can a Machine Really Finish Your Sentence?
Reference 38
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Unavailable: canonical work link unavailable.
Observation 661617bc-6654-40d1-ad9c-25e845c47fce · outbound
Adaptive Task Vectors for Large Language Models BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions
Reference 39
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Unavailable: canonical work link unavailable.
Observation bc114cea-38e4-4b2a-a6f9-6d4311b6fa26 · outbound
Adaptive Task Vectors for Large Language Models Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
Reference 40
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Unavailable: canonical work link unavailable.
Observation 9e40b5a3-6292-43bc-ae6c-ddf80e2d7bb6 · outbound
Adaptive Task Vectors for Large Language Models Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 41
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Unavailable: canonical work link unavailable.
Observation 1d6dcc4f-9533-4d0d-a14a-9b9723210fd0 · outbound
Adaptive Task Vectors for Large Language Models MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms
Reference 42
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Unavailable: canonical work link unavailable.
Observation b561a723-f924-47e7-a5f0-a19124e52cc9 · outbound
Adaptive Task Vectors for Large Language Models Mmlu- pro: A more robust and challenging multi-task language understanding benchmark,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 805eee57-73d7-44a2-873d-e2ec3c41b2cd · outbound
Adaptive Task Vectors for Large Language Models CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models
Reference 44
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Unavailable: canonical work link unavailable.
Observation 33bddff3-8d45-4133-b6bc-273c7b42b143 · outbound
Adaptive Task Vectors for Large Language Models BBQ: A Hand-Built Bias Benchmark for Question Answering
Reference 45
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Unavailable: canonical work link unavailable.
Observation e9f69b43-c8af-4198-bea6-db3b9973a233 · outbound
Adaptive Task Vectors for Large Language Models Pointer Sentinel Mixture Models
Reference 46
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Unavailable: canonical work link unavailable.
Observation 454011cf-02b1-467e-afe8-5b330de3beed · outbound
Adaptive Task Vectors for Large Language Models GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
Reference 47
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Unavailable: canonical work link unavailable.
Observation b3f990dc-24bc-4510-84aa-80fb118a02d3 · outbound
Adaptive Task Vectors for Large Language Models Super- glue: A stickier benchmark for general-purpose language understanding systems,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f15bcf8f-20b4-428e-bda1-71ef257517b5 · outbound
Adaptive Task Vectors for Large Language Models Analysing Mathematical Reasoning Abilities of Neural Models
Reference 49
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Unavailable: canonical work link unavailable.
Observation 6c6b56cf-804c-41ec-bb2d-13ba17da6d53 · outbound
Adaptive Task Vectors for Large Language Models Eleutherai/lm-evaluation-harness: Major refactor,
Reference 50
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Unavailable: canonical work link unavailable.
Observation 7473b941-50e9-493c-ae29-6553a58c9adf · outbound
Adaptive Task Vectors for Large Language Models For every pair (hℓ, vsmall) there exist static LoRA factors (Wdown, Wup) and a scale s, all independent of the runtime query, such that ˜hℓ = ˆhℓ for all inputs
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6cf3a833-9960-4cf4-ae91-b416058904f7 · outbound
Adaptive Task Vectors for Large Language Models ATV implies LoRA
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bf395aeb-aaa9-432b-a507-1d1e993ae462 · inbound
Distributional Alignment as a Criterion for Designing Task Vectors in In-Context Learning Adaptive Task Vectors for Large Language Models
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.