Paper Citation Record · LEDGER

HARP: Hesitation-Aware Reframing in Transformer Inference Pass

As of 15 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2412.07282.

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

pith.paper-citation-record.v1
2412.07282 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:01:49.769931Z

measured 42 of 42 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

42 of 42 outbound references displayed

verified exact1
verified fuzzy1
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fe8e811f-61c2-4126-9837-611d51c94724 · outbound

This paper cites Rajendra Acharya, Vladimir Makarenkov, and Saeid Nahavandi.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Rajendra Acharya, Vladimir Makarenkov, and Saeid Nahavandi

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.576352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7228dba9-0bba-44db-bfec-a960be948643 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.581826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3937e2e-721d-43d5-9974-a02ca8f67b10 · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.586832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab75da89-c469-4dfa-88fe-bf76c2487547 · outbound

This paper cites Hallucination Detection in LLMs: Fast and Memory-Efficient Fine-Tuned Models.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Hallucination Detection in LLMs: Fast and Memory-Efficient Fine-Tuned Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.591848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 204292e8-a2ae-4c45-8dd0-aa8b7d8e7db3 · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:02:00.644395Z

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 0d246c32-ca4e-48ad-bba0-be89b1b974df · outbound

This paper cites Kakade, Karen Livescu, and Karthik Sridharan.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Kakade, Karen Livescu, and Karthik Sridharan

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.601861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0904c9e3-1b45-42fc-8fb3-30942aaf9109 · outbound

This paper cites Accelerating Large Language Model Decoding with Speculative Sampling.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Accelerating Large Language Model Decoding with Speculative Sampling

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.607826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80451efd-81cc-4883-a0b2-095f3d3efd1d · outbound

This paper cites Christiano, Jan Leike, Tom B.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Christiano, Jan Leike, Tom B

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.612443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10a157f8-8a2d-4000-b9f9-22fa01249a54 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Training Verifiers to Solve Math Word Problems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.616861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d0c89d1-7dc5-490a-8228-74e597d25e9e · outbound

This paper cites Universal Transformers.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Universal Transformers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.622019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55167fc4-4876-48f8-bad2-9994e9aa7333 · outbound

This paper cites The Llama 3 Herd of Models.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass The Llama 3 Herd of Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.626752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f593b3e-1745-41e8-a83e-15d7f36a9d97 · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.631873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81c44e86-1264-4f62-b0b9-2ca27b227ec4 · outbound

This paper cites Muennighoff.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Muennighoff

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.636292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15738e49-db63-4b91-941c-7cf69b527ab3 · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.641173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92e5d274-7066-45c3-a2ee-6cca3f23f5f7 · outbound

This paper cites Adaptive Computation Time for Recurrent Neural Networks.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Adaptive Computation Time for Recurrent Neural Networks

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.645878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 969e025a-3bf7-4540-9afb-0575a9cb41e7 · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.650394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1567634b-cc34-4fb0-8947-7dd2cb567272 · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:02:00.591424Z

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 9e2fe539-85ae-4bdc-8f40-64f6f122794a · outbound

This paper cites Bartoldson, Bhavya Kailkhura, Avi Schwarzschild, Aniruddha Saha, Micah Goldblum, Jonas Geiping, and Tom Goldstein.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Bartoldson, Bhavya Kailkhura, Avi Schwarzschild, Aniruddha Saha, Micah Goldblum, Jonas Geiping, and Tom Goldstein

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:02:00.574003Z

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 2fd72c6b-595e-412c-813d-af6f178af448 · outbound

This paper cites Mistral 7B.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Mistral 7B

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.664206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be00cab2-8546-40cd-8729-5af84c352e06 · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:02:00.555090Z

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 49f93731-14b1-4bbf-b7ad-e7c055f706b2 · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:02:00.538386Z

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 e681aaa3-ae82-4827-a04a-30fb1a6e889b · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.677283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 847d065e-77f9-4851-9b63-2716db19cd07 · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.682716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e2268f8-d53d-4bfb-a789-6fe39e9718f8 · outbound

This paper cites Selective Attention Improves Transformer.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Selective Attention Improves Transformer

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.687223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6db1d806-a1b7-4d73-ab56-6b3234dc504c · outbound

This paper cites SED: Self-Evaluation Decoding Enhances Large Language Models for Better Generation.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass SED: Self-Evaluation Decoding Enhances Large Language Models for Better Generation

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-11T19:01:49.960807Z

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 8ffa80e1-4417-4c0f-8f3d-e3da3dec17a1 · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.696693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fad52646-3683-46ac-a1e6-18668e0e8bde · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.701206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23757e7d-cb98-49a6-b787-991c41f7f255 · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.706142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b2cb937-f657-467d-a2c9-9225d6c5fc2f · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:02:00.497449Z

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 3a8f5325-aa6b-42e2-9410-c3063902da2e · outbound

This paper cites Botvinick, and Jonathan D.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Botvinick, and Jonathan D

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.715438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 928fa80e-13f8-41a1-a946-5aaf5d7be033 · outbound

This paper cites A Thorough Examination of Decoding Methods in the Era of LLMs.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass A Thorough Examination of Decoding Methods in the Era of LLMs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.720003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47ab7d87-2722-4ca6-9aa6-a09bf9f0ae39 · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.724528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68058f97-6579-4dd1-911a-981299fd491b · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.728987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40020ae8-91d0-4017-886f-e0637a01290d · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.733391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe65f9f0-1450-42d7-b291-96d078c07e10 · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.737680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 833daecf-3bde-4af6-91b8-2e498fa9f254 · outbound

This paper cites Chi, Quoc V.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Chi, Quoc V

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.742553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 725f7202-8851-4048-b818-669f72ba62c5 · outbound

This paper cites Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.746867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5edbd4c-a1fc-4a19-924d-a7e08520e79c · outbound

This paper cites A Survey on Multi-view Learning.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass A Survey on Multi-view Learning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.751579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8313b359-7cfc-4157-ad36-c033a0950069 · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.756262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65f9ab03-b8a9-40bc-a478-4be155d5209b · outbound

This paper cites an unresolved cited work.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.760702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6502126-f947-48a5-b7a3-cd27d5c99581 · outbound

This paper cites online" 'onlinestring :=.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass online" 'onlinestring :=

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.764972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 083ab064-e5e2-4ca8-ab2b-d87f1d11589a · outbound

This paper cites write newline.

HARP: Hesitation-Aware Reframing in Transformer Inference Pass write newline

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:49.769931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.