Paper Citation Record · LEDGER

Logits-Based Finetuning

As of 8 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2505.24461.

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

pith.paper-citation-record.v1
2505.24461 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:30.421456Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:33:56.991972Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T16:34:02.652999Z

Reference resolution

49 of 49 outbound references displayed

verified exact0
verified fuzzy2
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1e023453-c6c6-47ca-a4c5-989fffdc47ce · outbound

This paper cites On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes.

Logits-Based Finetuning On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:25.220360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 789625cf-ba38-4c7b-8e59-124cb39fd41f · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:25.345835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea99574d-a17c-4963-a801-5e5df5795c80 · outbound

This paper cites PaLM 2 Technical Report.

Logits-Based Finetuning PaLM 2 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:25.475660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a56c3e7-2680-45ae-81d3-2021701b4e72 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:34.961497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cb7ec06b-8fb3-4ba3-90f3-7650930f92d4 · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

Logits-Based Finetuning Gonzalez, Ion Stoica, and Eric P

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:25.761266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a983ca7-f5a8-4bfd-9af6-a40c524d77fc · outbound

This paper cites PaLM: Scaling Language Modeling with Pathways.

Logits-Based Finetuning PaLM: Scaling Language Modeling with Pathways

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:25.882013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25b1ce99-05aa-4b5d-b6f6-478b5a3c7ea3 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Logits-Based Finetuning Training Verifiers to Solve Math Word Problems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:25.988264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bae68dc4-db71-4ac6-a19f-0132d0b44da6 · outbound

This paper cites MiniLLM: On-Policy Distillation of Large Language Models.

Logits-Based Finetuning MiniLLM: On-Policy Distillation of Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:26.080161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79988d1c-05e9-40a7-8778-c6dfb87a3bf5 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:34.691918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9d43f4d5-0a30-4ca4-a1f3-765cec3b4ab5 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:34.538745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8f31d4c0-a544-4879-9529-af4f4325b478 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Logits-Based Finetuning Distilling the Knowledge in a Neural Network

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:26.386664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8993e1c9-1df4-44ea-871e-4f9b3474b0da · outbound

This paper cites Ku, Qian Liu, and Wenhu Chen.

Logits-Based Finetuning Ku, Qian Liu, and Wenhu Chen

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:26.479150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d41563c-74b6-45d1-9121-51349c4c3973 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:26.560650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2497dfd-2daf-4955-a333-cbbdd7494eb3 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:34.374317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 68c7e134-1c42-4e0c-ba0f-28e11732ea79 · outbound

This paper cites Scaling Laws for Neural Language Models.

Logits-Based Finetuning Scaling Laws for Neural Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:26.774337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e142498-0e00-4117-af1c-78789ce34675 · outbound

This paper cites Sequence-Level Knowledge Distillation.

Logits-Based Finetuning Sequence-Level Knowledge Distillation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:26.914723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8fcdce3-95d3-4a7e-a36d-ef6eb34c7a36 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:34.135151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 83d53156-598d-4d12-b87b-537ce3be741d · outbound

This paper cites Distillm: Towards streamlined distillation for large language models.

Logits-Based Finetuning Distillm: Towards streamlined distillation for large language models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:33.975405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9adc4bf8-2a93-4491-8a7d-940d404d2828 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:27.192435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83cb6056-da8d-4c41-b955-9ae3fbe17ea4 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:33.788052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ed2977d3-2600-40ef-ac3e-1a8b852c639a · outbound

This paper cites RoboCoder: Robotic Learning from Basic Skills to General Tasks with Large Language Models.

Logits-Based Finetuning RoboCoder: Robotic Learning from Basic Skills to General Tasks with Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:27.409535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a6bbefa-3390-4f52-b281-2a48912fe05f · outbound

This paper cites MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks.

Logits-Based Finetuning MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:27.504273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81e670e1-dd6c-4a90-b0b3-cf323c9207d6 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:33.599013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4c88e4e5-dfa2-4ac4-8210-bba9d0297cd7 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:33.456734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation daf5ad79-db0a-412d-bce2-f40d61192f28 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:27.876783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6d3c959-a973-4cd3-95d8-a3a79e27787b · outbound

This paper cites GPT-4 Technical Report.

Logits-Based Finetuning GPT-4 Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:27.993748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c82f887-87f9-48c8-8cea-271f8b6a274c · outbound

This paper cites Training language models to follow instructions with human feedback.

Logits-Based Finetuning Training language models to follow instructions with human feedback

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:28.164592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2688cd50-54b3-434a-9508-0872dae3e38a · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:28.260182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb221fd9-652b-4544-9174-8bc1d869c06d · outbound

This paper cites Instruction Tuning with GPT-4.

Logits-Based Finetuning Instruction Tuning with GPT-4

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:28.406163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f918e1c1-3bca-4a8b-aea3-41469c281c3a · outbound

This paper cites Policy Distillation.

Logits-Based Finetuning Policy Distillation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:28.496327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e81bb259-7a8b-41e9-9a82-27826561241d · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Logits-Based Finetuning DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:28.601234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16d42b5c-80f7-4e11-82ae-b23db5ccf6dd · outbound

This paper cites LightPAFF: A Two-Stage Distillation Framework for Pre-training and Fine-tuning.

Logits-Based Finetuning LightPAFF: A Two-Stage Distillation Framework for Pre-training and Fine-tuning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:28.706911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 614279ea-2376-41d3-bee4-81bf9f6833d7 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:33.297754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4a2bc33f-806a-4adf-b0ef-6b9399a0a70d · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:33.105482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 04b57564-323c-4d8e-bd5c-4b8eb6793f74 · outbound

This paper cites Hashimoto.

Logits-Based Finetuning Hashimoto

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:32.958596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 649dc917-1a4b-4bb8-a317-5d3554552a8a · outbound

This paper cites LaMDA: Language Models for Dialog Applications.

Logits-Based Finetuning LaMDA: Language Models for Dialog Applications

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:29.076870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0f53829-2463-429f-aa1c-39577a4c724a · outbound

This paper cites OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data.

Logits-Based Finetuning OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:29.183602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 327c5b70-8696-4a03-b004-72ffc84addc0 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:32.764729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5f584b8b-9e30-4b22-9aad-583801230c2d · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:32.569335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d654e64-de0d-49bb-b20d-07563107ad2d · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:32.385377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2fcd710e-df0f-4527-8512-ad54f3797d70 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:32.201008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1adc23b1-0d1f-4bff-927d-ece3f714f163 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:29.774128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42829368-f920-4b0f-a599-eb521f1434f0 · outbound

This paper cites MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models.

Logits-Based Finetuning MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:29.881256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da15626d-e2c5-433e-b41b-7f406c7a0fa0 · outbound

This paper cites an unresolved cited work.

Logits-Based Finetuning Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:31.954666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4e35878c-c03f-40fc-96c3-87e8a71e6db2 · outbound

This paper cites Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning.

Logits-Based Finetuning Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:30.053700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aa2c277-7ef9-4d58-9a4a-00bfb30fa759 · outbound

This paper cites Do Not Blindly Imitate the Teacher: Using Perturbed Loss for Knowledge Distillation.

Logits-Based Finetuning Do Not Blindly Imitate the Teacher: Using Perturbed Loss for Knowledge Distillation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:30.148694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd363ea0-0aac-48eb-89ff-a997c44815cd · outbound

This paper cites DAPE: Data-Adaptive Positional Encoding for Length Extrapolation.

Logits-Based Finetuning DAPE: Data-Adaptive Positional Encoding for Length Extrapolation

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:30.268146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3892600c-5455-40ed-ae86-4482dd67eba0 · outbound

This paper cites online" 'onlinestring :=.

Logits-Based Finetuning online" 'onlinestring :=

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:30.343234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c415dd90-80b3-48be-a8fb-60633f93007a · outbound

This paper cites write newline.

Logits-Based Finetuning write newline

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:30.421456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d20b9ee4-5029-447d-bb24-61ac7af57067 · inbound

VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning cites this paper.

VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Logits-Based Finetuning

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:34:02.719238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.