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Paper Citation Record · LEDGER

The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 28 inbound Pith citation observations for arXiv:2312.01552.

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

pith.paper-citation-record.v1
2312.01552 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 28 of 28 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:15:15.263799Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

10
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 56962391-eaa0-4ea2-9a87-3765dc60ad49 · inbound

Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing cites this paper.

Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 125

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arxiv_id, observed 2026-05-16T06:58:36.871379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-16T06:58:36.684583Z digest=sha256:e863ce7ddada97963a5817040e461a8008a8856b458e3a0dc50c58fcec777bf1

Observation 7be68382-b3b8-4608-8f41-42053f3e9440 · inbound

CORD: Balancing COnsistency and Rank Distillation for Robust Retrieval-Augmented Generation cites this paper.

CORD: Balancing COnsistency and Rank Distillation for Robust Retrieval-Augmented Generation The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 10

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no resolver link, observed 2026-08-11T12:09:42.956749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T12:09:42.956749Z digest=sha256:e2aaade6f6c7f7984941e691f35a685b79c52003a34790423a63e67e98b09e08

Observation c97be210-02c5-4308-8bd5-5cabcec9f12c · inbound

Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models cites this paper.

Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 26

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no resolver link, observed 2026-08-11T05:55:12.992368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:55:12.992368Z digest=sha256:de2cead15535fd219664f39ad6aa19b55c0aa6429381008c50941d5e7934506f

Observation ceef9326-51bc-4f94-bee1-53e504c68cf3 · inbound

Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense cites this paper.

Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T22:11:59.790507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T22:11:59.790507Z digest=sha256:8887e556247ba34449ce3cc301c58cb62070250280b22fa51b134ab845223738

Observation e313cce4-0ca2-4cdd-b0d0-a77d6893b51d · inbound

Examining Alignment of Large Language Models through Representative Heuristics: The Case of Political Stereotypes cites this paper.

Examining Alignment of Large Language Models through Representative Heuristics: The Case of Political Stereotypes The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 31

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unresolved
no resolver link, observed 2026-08-10T15:18:19.096405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:18:19.096405Z digest=sha256:bd0a5c9c968e9fcbd0c081be6af216dfd987877694fe65d218534e93fe92729d

Observation 081e9339-f6f7-42ea-9357-433d651db1c7 · inbound

Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models cites this paper.

Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T15:23:02.007476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:23:02.007476Z digest=sha256:cfb03694c2106801d9dc0251163f0306fba6ee58d5a57493d1a219cfcbdfcfab

Observation 3469f3d8-c65e-4e37-bb2e-5e0afe358758 · inbound

Beyond the Surface: Measuring Self-Preference in LLM Judgments cites this paper.

Beyond the Surface: Measuring Self-Preference in LLM Judgments The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T11:26:04.503845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:26:04.503845Z digest=sha256:46282709ddf331961a8e915fe864c8af94b6288537c13ed816f95c393a6bc435

Observation 9d13333a-89f9-4752-a905-4f0fee3be0f9 · inbound

What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding cites this paper.

What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 40

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no resolver link, observed 2026-08-07T05:52:18.466703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:52:18.466703Z digest=sha256:838ade1a2e74924d566a4c79f2bd9868e2ab0f11a655d3ee2eb63f5979c2b578

Observation 1475df43-82da-4f8b-9304-f9a3c3bb1e9e · inbound

SoK: Machine Unlearning for Large Language Models cites this paper.

SoK: Machine Unlearning for Large Language Models The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 121

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unresolved
no resolver link, observed 2026-08-07T04:59:00.471223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:59:00.471223Z digest=sha256:7151ac32624187820f8fdbf5ac80324782b93d229c5c787ecf89c8aba9cd4c6f

Observation a299b3ba-ca64-428c-a5f5-87a036e037af · inbound

We Should Identify and Mitigate Third-Party Safety Risks in MCP-Powered Agent Systems cites this paper.

We Should Identify and Mitigate Third-Party Safety Risks in MCP-Powered Agent Systems The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 46

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no resolver link, observed 2026-08-07T00:32:36.587266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:32:36.587266Z digest=sha256:640002e9c571aa7b2649995576275d3ecfcf7da1b790227959393812cb5a2f80

Observation f9689af8-987e-4d55-883f-e9c6b49995e2 · inbound

LoX: Low-Rank Extrapolation Robustifies LLM Safety Against Fine-tuning cites this paper.

LoX: Low-Rank Extrapolation Robustifies LLM Safety Against Fine-tuning The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 14

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unresolved
no resolver link, observed 2026-08-06T23:59:56.327320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:59:56.327320Z digest=sha256:7756f73f03c5ba3954e20dad1b92a8648138b75c609d1f4b1180475b964e237f

Observation 46a2c479-7b49-459a-9d34-26c01c9bd92c · inbound

Computational Approaches to Understanding Large Language Model Impact on Writing and Information Ecosystems cites this paper.

Computational Approaches to Understanding Large Language Model Impact on Writing and Information Ecosystems The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 130

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no resolver link, observed 2026-08-15T19:15:15.263799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:15:15.263799Z digest=sha256:f4982d8e2a215fb69f337e146e9eaa58a5bd2896e366ce4b5fddb9f9938438df

Observation 698c6424-b278-4fc8-b9ff-f1a83b345b72 · inbound

Optimising Language Models for Downstream Tasks: A Post-Training Perspective cites this paper.

Optimising Language Models for Downstream Tasks: A Post-Training Perspective The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 133

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unresolved
no resolver link, observed 2026-08-06T22:44:44.229878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:44:44.229878Z digest=sha256:5114463fefd3c964052ce5ff24a2c9c3caff7a174a49e97b35474503b7af8008

Observation 71654ec6-2cf7-433a-b873-6c7e850fe347 · inbound

GeLaCo: An Evolutionary Approach to Layer Compression cites this paper.

GeLaCo: An Evolutionary Approach to Layer Compression The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 26

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unresolved
no resolver link, observed 2026-08-06T17:45:20.814657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:45:20.814657Z digest=sha256:4c2a8662f6b03e0a4ed83895beb69d5116691fbbfb1beadcdb52e6982e855c59

Observation a4f16710-d197-41d0-9f06-c86237e9b564 · inbound

SAID: Safety-Aware Intent Defense via Prefix Probing for Large Language Models cites this paper.

SAID: Safety-Aware Intent Defense via Prefix Probing for Large Language Models The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-18T05:25:54.623202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-18T05:22:30.509147Z digest=sha256:16b3ed9648bfd40c80f40a962029f72ab3f736f67439c704d5e66d25c5668d66

Observation f9182871-7f57-4cfb-97eb-88421208f1cb · inbound

Learning to Diagnose and Correct Moral Errors: Beyond Shallow Heuristics in Moral Alignment cites this paper.

Learning to Diagnose and Correct Moral Errors: Beyond Shallow Heuristics in Moral Alignment The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-03T12:26:06.707114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T12:26:06.707114Z digest=sha256:394b046608e5bbcc5fa3867d5f6ea5fd6bf0b01a3b95689106d5762c7703ebfa

Observation e86963c9-174d-43c2-a462-f5d69aa54f8f · inbound

Shared Emotion Geometry Across Small Language Models: A Cross-Architecture Study of Representation, Behavior, and Methodological Confounds cites this paper.

Shared Emotion Geometry Across Small Language Models: A Cross-Architecture Study of Representation, Behavior, and Methodological Confounds The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 6

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T09:11:02.880386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-10T16:11:10.372333Z digest=sha256:942b9287d0f0a2e878c20c8defc31184eadc0e40b90767401e0e49029480646e

Observation 00b851cf-e9b1-4399-8a27-25a66ae8d5ac · inbound

Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control cites this paper.

Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 65

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verified exact
arxiv_id, observed 2026-05-11T13:01:04.089213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-10T02:31:07.932802Z digest=sha256:29d02d91f8493e825b5527cdf7ffb79a6571f9b09dbcb72e935e1a7cbebf4707

Observation bf9702aa-962e-4c46-8bc6-12fe7b4b1018 · inbound

Quality-Conditioned Agreement in Automated Short Answer Scoring: Mid-Range Degradation and the Impact of Task-Specific Adaptation cites this paper.

Quality-Conditioned Agreement in Automated Short Answer Scoring: Mid-Range Degradation and the Impact of Task-Specific Adaptation The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 5

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metadata mismatch
arxiv_id, observed 2026-07-01T13:25:45.180208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-30T23:19:11.078084Z digest=sha256:14f91f39df36dabb2e8a5b8ef8074c80767e14cda27cdb25b261113f8a580d3a

Observation 2220709a-344f-435d-9dd1-56ef77fe2b76 · inbound

Belief or Circuitry? Causal Evidence for In-Context Graph Learning cites this paper.

Belief or Circuitry? Causal Evidence for In-Context Graph Learning The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 6

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metadata mismatch
arxiv_id, observed 2026-05-12T08:41:23.937292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-12T00:52:07.392800Z digest=sha256:8090e744e3eec5cbb172e52fac49ed7738a9508b784b5a8653742d5479a874fe

Observation c6365ba4-d8ef-4c63-bba5-d703d3a4a2c4 · inbound

Convex Optimization for Alignment and Preference Learning on a Single GPU cites this paper.

Convex Optimization for Alignment and Preference Learning on a Single GPU The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 95

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arxiv_id, observed 2026-05-25T05:05:23.032520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-25T05:01:31.560963Z digest=sha256:74c6bc4261abb67cfdc959747fdcf30560352c70dd0ab94cc3e1b9dca78366cf

Observation 853101b0-42f7-4cb1-b239-3e0c27be9d29 · inbound

Palette: A Modular, Controllable, and Efficient Framework for On-demand Authorized Safety Alignment Relaxation in LLMs cites this paper.

Palette: A Modular, Controllable, and Efficient Framework for On-demand Authorized Safety Alignment Relaxation in LLMs The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 37

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verified exact
arxiv_id, observed 2026-06-30T16:04:52.574280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-30T16:03:12.728352Z digest=sha256:67610df6f9778fc76eeac0e3bb05f07eacd8cba8ddaefae8f8effad13fdc276d

Observation c7654052-acc3-4581-85a3-40585353818d · inbound

Prompt Governance? On Governing Technologies Governed by Natural Language cites this paper.

Prompt Governance? On Governing Technologies Governed by Natural Language The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 206

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arxiv_id, observed 2026-07-01T08:25:32.709201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-01T08:17:10.481202Z digest=sha256:f955ee4728795e5f189d21888ee58fa86a58f1987fd760923d8504a041271677

Observation aba39c14-f94b-4cad-9b46-39bde2893120 · inbound

LC-ICL: Label-Guided Contrastive In-Context Learning for Robust Information Extraction cites this paper.

LC-ICL: Label-Guided Contrastive In-Context Learning for Robust Information Extraction The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 48

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metadata mismatch
arxiv_id, observed 2026-06-30T07:34:21.314009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-30T07:33:12.712241Z digest=sha256:26dbb447ccf575c046646c9a88e5f9e267459ce188a0e582e70b2feea882126a

Observation 06c19d1b-72b1-4719-bb25-a11346df64d2 · inbound

Towards Physical Intuitions for Alignment Dynamics: A Case Study With Randomness Crystallization cites this paper.

Towards Physical Intuitions for Alignment Dynamics: A Case Study With Randomness Crystallization The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 10

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verified exact
arxiv_id, observed 2026-06-30T06:44:19.123688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-06-30T06:39:32.596823Z digest=sha256:1b3e784c21abfd2bd34ba5aca0a913523ae19de9ef5120c62dc13490fa2d0ab6

Observation 484d093f-569b-42af-9ef2-4527e87187f0 · inbound

Active-GRPO: Adaptive Imitation and Self-Improving Reasoning for Molecular Optimization cites this paper.

Active-GRPO: Adaptive Imitation and Self-Improving Reasoning for Molecular Optimization The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 34

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verified exact
arxiv_id, observed 2026-07-02T16:17:08.606884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-02T16:07:49.362916Z digest=sha256:61b13d6c173c8b258e6286677b485bcb33a3db2afbba3a0fef418cb50c5e9059

Observation 539033ca-0071-45fd-843c-b7b847d3bfde · inbound

Normalized Rewards for Preference Optimization cites this paper.

Normalized Rewards for Preference Optimization The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 12

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no resolver link, observed 2026-08-02T10:01:58.330858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T10:01:58.330858Z digest=sha256:530ffcfc43a73175cfbb4bac5eb32d10c74ffd8a416cc406826ca2f9bf2c56a6

Observation ce1219f5-b9c5-42ea-a92b-cc9b6c2a17d2 · inbound

Training Skills Like Parameters via Self-Supervised Semantic Diffusion cites this paper.

Training Skills Like Parameters via Self-Supervised Semantic Diffusion The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Reference 6

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unresolved
no resolver link, observed 2026-08-01T05:47:42.153415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T05:47:42.153415Z digest=sha256:0c55186c9d86589c1c070a4f4bc6a0f2bdc8340f6cea3878a277e5138f90600e