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Paper Citation Record · LEDGER

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory

As of 12 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2501.07674.

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

pith.paper-citation-record.v1
2501.07674 v3

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:44:17.067649Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

56 of 56 outbound references displayed

  • verified exact1
  • verified fuzzy5
  • unresolved50
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b536b6cd-a8d0-491d-93f4-4023fd602395 · outbound

This paper cites online" 'onlinestring :=.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory online" 'onlinestring :=

Reference 1

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no resolver link, observed 2026-08-10T20:44:16.835113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.835113Z digest=sha256:7d36f4485d93ba7d9e0ebdf93e7a304810f1e637df2baa1639b243b6eae5fb87

Observation ac7dc283-bf3b-4953-b4b1-5df789b8a08b · outbound

This paper cites write newline.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory write newline

Reference 2

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source=arxiv_source observed=2026-08-10T20:44:16.842049Z digest=sha256:d0cc14c6e02e60dbf18f6a0b9f5bac84c9dc700af7d92c3e05ff3de0f01dc2e9

Observation a9efe0f0-cc7c-4a2d-90d6-3b65b15731cb · outbound

This paper cites an unresolved cited work.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Unresolved cited work

Reference 3

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raw_fallback, observed 2026-08-10T20:44:17.699187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation e8f30f82-5287-4114-931b-b2c5769784d9 · outbound

This paper cites an unresolved cited work.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Unresolved cited work

Reference 4

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no resolver link, observed 2026-08-10T20:44:16.852079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.852079Z digest=sha256:0d453b801f052d225feee24e236beb43ca86395a649de9450bf419d03d624421

Observation 5665c68d-3c66-41de-8f39-9f7f11e3ef35 · outbound

This paper cites Learning From Mistakes Makes LLM Better Reasoner.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Learning From Mistakes Makes LLM Better Reasoner

Reference 5

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no resolver link, observed 2026-08-10T20:44:16.856433Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.856433Z digest=sha256:6224d89d7d9e9958dbe0e6b3cfce414a7d79a22e5071cd58bf4705f6933cd301

Observation 107ae9d8-5fb2-4900-9456-d11fecaee9f3 · outbound

This paper cites Program Synthesis with Large Language Models.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Program Synthesis with Large Language Models

Reference 6

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no resolver link, observed 2026-08-10T20:44:16.860865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.860865Z digest=sha256:8b2682951390ce1c480dc82218ef04f9d4ef178afed58c587e9357d11bd6b97f

Observation 5b661aba-5f40-482d-81ec-bc3f87e40be4 · outbound

This paper cites Qwen Technical Report.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Qwen Technical Report

Reference 7

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unresolved
no resolver link, observed 2026-08-10T20:44:16.865346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.865346Z digest=sha256:4532af533e339efc291ae0514672c5e5c0ccac7f310aab435424f5f345b9d45f

Observation 3e35b3dd-e0c3-4349-9667-14fc3b55afc7 · outbound

This paper cites Benchmarking Foundation Models with Language-Model-as-an-Examiner.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Benchmarking Foundation Models with Language-Model-as-an-Examiner

Reference 8

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no resolver link, observed 2026-08-10T20:44:16.869594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.869594Z digest=sha256:ee44e816851de91255b83387b6c460c0d8bfd1d877b83dcd2d38a3ca78d4aa2f

Observation be884813-dcdd-46f0-81bf-8b9d1104ab2b · outbound

This paper cites an unresolved cited work.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Unresolved cited work

Reference 9

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raw_fallback, observed 2026-08-10T20:44:17.679215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:16.874462Z digest=sha256:0ba51e0ca04b584a36f4036b74b259b4e7bb45b56f161a4920f69df62cab793a

Observation 18374ee6-0418-4c25-b4ac-749a5f658f05 · outbound

This paper cites Maybe Only 0.5% Data is Needed: A Preliminary Exploration of Low Training Data Instruction Tuning.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Maybe Only 0.5% Data is Needed: A Preliminary Exploration of Low Training Data Instruction Tuning

Reference 10

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no resolver link, observed 2026-08-10T20:44:16.879150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.879150Z digest=sha256:b037cc56dbd9b1fc1cd6c9521ab81cdc830dd1ae1e3f7ba617636df909b4bc0f

Observation 048c9912-870f-4290-9ed6-720641c5fc04 · outbound

This paper cites AlpaGasus: Training A Better Alpaca with Fewer Data.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory AlpaGasus: Training A Better Alpaca with Fewer Data

Reference 12

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no resolver link, observed 2026-08-10T20:44:16.888033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.888033Z digest=sha256:9bf5a7831a89284503ebdb2ca6a4d1d2089423ce7dcddb4d5e44271b4f757a61

Observation 7cd3d382-a99e-4eb8-ab15-471aee2c8de8 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Evaluating Large Language Models Trained on Code

Reference 13

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no resolver link, observed 2026-08-10T20:44:16.891877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.891877Z digest=sha256:9c0a5f4334e6f0ce94ad2aee3c617c991d693cfa94935a67124357dcf2d2ebb2

Observation 52569c3a-6ebf-4035-981f-35ceda707132 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Training Verifiers to Solve Math Word Problems

Reference 14

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unresolved
no resolver link, observed 2026-08-10T20:44:16.896238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.896238Z digest=sha256:e5a2b83779af744f536e02ac4290311e4021d7a46ec18cae434bdf31d58e00f9

Observation ccbfbde5-de2e-4680-bcd5-73b749df1701 · outbound

This paper cites Liu, Ninghao Liu, Sheng Li, Dajiang Zhu, Hongmin Cai, Lichao Sun, Quanzheng Li, Dinggang Shen, Tianming Liu, and Xiang Li.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Liu, Ninghao Liu, Sheng Li, Dajiang Zhu, Hongmin Cai, Lichao Sun, Quanzheng Li, Dinggang Shen, Tianming Liu, and Xiang Li

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:44:17.666843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:16.900294Z digest=sha256:28c10d09bf4acf0dfd609aa494143136490fc209b3c9854671f116f3bfeac1ae

Observation b56cba2e-1808-458a-9748-c1160dd8eacb · outbound

This paper cites an unresolved cited work.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Unresolved cited work

Reference 16

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no resolver link, observed 2026-08-10T20:44:16.904048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.904048Z digest=sha256:72c52df9fe74e859ab98900e2d654e2770329e52e6092825236d128997f96b06

Observation ae72a15a-34e2-45c4-aaf0-7c7e3327f807 · outbound

This paper cites an unresolved cited work.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Unresolved cited work

Reference 17

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raw_fallback, observed 2026-08-10T20:44:17.647199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:16.907935Z digest=sha256:3bd6998cb367b83f198a1dd38227f4fb203fcf383492f3e8aff68ff58fcbc6d3

Observation 0033d20c-6c9e-4382-a9e0-a84e4168f0fc · outbound

This paper cites DeepSeek-V3 Technical Report.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory DeepSeek-V3 Technical Report

Reference 18

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no resolver link, observed 2026-08-10T20:44:16.911696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.911696Z digest=sha256:84da3626e98da735198cbd842d4f643e3cb87f774380996044ec540b2569fab2

Observation e5a2adc1-e90b-42a7-92c8-69bd51eeb86d · outbound

This paper cites Specializing Smaller Language Models towards Multi-Step Reasoning.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Specializing Smaller Language Models towards Multi-Step Reasoning

Reference 19

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no resolver link, observed 2026-08-10T20:44:16.915802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.915802Z digest=sha256:58930e07d18569d51ce7150b57a4386b15ed3bf063e4a2a257b0bdceef986f1d

Observation 302eac1a-dd04-4d6f-9708-e92e9ea6420d · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory LoRA: Low-Rank Adaptation of Large Language Models

Reference 20

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no resolver link, observed 2026-08-10T20:44:16.919941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.919941Z digest=sha256:5a8f450771b1d93d19bd97c2c7e6c7187a2a16f425028ace3c449b3e4b7d66ef

Observation 46b16d1e-2351-4338-a498-e05128a54853 · outbound

This paper cites Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning

Reference 21

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no resolver link, observed 2026-08-10T20:44:16.923907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.923907Z digest=sha256:a814099f59ac2992e8c19c01d71e46676335a122e3683ecb0b3f2d77b6c667eb

Observation 7e5b817c-e4ff-4b32-bbd5-3af746baee09 · outbound

This paper cites MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data

Reference 22

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no resolver link, observed 2026-08-10T20:44:16.927909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.927909Z digest=sha256:63b4f954c104abefa51504bfbcda499e0387ef3dbc61b64d5a6dd3890b2588e8

Observation 99776bcb-7a4e-4f03-bce7-6f466c120e87 · outbound

This paper cites Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 23

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no resolver link, observed 2026-08-10T20:44:16.931694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.931694Z digest=sha256:6786789de89e0b2ad203b95c0e842eb1b1f93ba96fa53cd956f0536dd2185d48

Observation 6f076219-987c-4305-ba27-3bbc45385cb6 · outbound

This paper cites The Impact of Reasoning Step Length on Large Language Models.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory The Impact of Reasoning Step Length on Large Language Models

Reference 24

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no resolver link, observed 2026-08-10T20:44:16.935801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.935801Z digest=sha256:76e81c1ff81694b420a52fa998a20a123b680c577184e7bd76466f7e26e76be4

Observation 6a8584ac-c65d-402b-8afd-acc8f4d7d08b · outbound

This paper cites Junker and Klaas Sijtsma.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Junker and Klaas Sijtsma

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:44:17.633652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:16.939883Z digest=sha256:2f21e464f0d207b489a3fdb33fa0b32576889afb5a247473bdaebb584e766f0a

Observation 9135e255-35b3-487d-a82d-49b91f22f7ca · outbound

This paper cites Adam: A Method for Stochastic Optimization.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Adam: A Method for Stochastic Optimization

Reference 26

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no resolver link, observed 2026-08-10T20:44:16.944779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.944779Z digest=sha256:33b184f9a3cbe780304e0ac22aeb7338c570da77703dafdeb333a660f36cf49e

Observation e7a01fad-de3e-4b10-ae76-1aa11158b5a8 · outbound

This paper cites Data Augmentation using Pre-trained Transformer Models.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Data Augmentation using Pre-trained Transformer Models

Reference 27

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no resolver link, observed 2026-08-10T20:44:16.949145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.949145Z digest=sha256:989c27400c285eb55d84d1bc3df04c06405026de2c4b54d35cdb816486386e98

Observation 572f5832-70de-405b-affc-86abdf2bd1a2 · outbound

This paper cites Mahoney, Kurt Keutzer, and Amir Gholami.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Mahoney, Kurt Keutzer, and Amir Gholami

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:44:17.619597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:16.953398Z digest=sha256:af8d1efeff4587c89cea876fff87dd841ae9f44df4aad6f66173662fd6e1c05f

Observation 4aecd55c-2ad2-42cf-a156-2915356fc94e · outbound

This paper cites Common 7B Language Models Already Possess Strong Math Capabilities.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Common 7B Language Models Already Possess Strong Math Capabilities

Reference 29

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no resolver link, observed 2026-08-10T20:44:16.957284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.957284Z digest=sha256:a099058c033b28ed5d1d3e37c31e99e7e0ae6aed294e664e6af4173e192732d9

Observation ad83ca62-2faf-4322-a6ce-f1663ac1092c · outbound

This paper cites Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models

Reference 30

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no resolver link, observed 2026-08-10T20:44:16.961286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.961286Z digest=sha256:43970a28d8ed0eab88559cf778c114b3afd35b1e5457c381992099cb1371a0d3

Observation ca7bf4c8-cbeb-4eff-b49d-17228c871783 · outbound

This paper cites an unresolved cited work.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Unresolved cited work

Reference 31

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unresolved
raw_fallback, observed 2026-08-10T20:44:17.596824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:16.965225Z digest=sha256:75a5a261ef15e06297e300d13c7fde11122f74a575ce7634bbd87face2fb86df

Observation 0a19b110-2027-4913-87dc-93ab221dad23 · outbound

This paper cites an unresolved cited work.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Unresolved cited work

Reference 32

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unresolved
raw_fallback, observed 2026-08-10T20:44:17.580009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:16.968862Z digest=sha256:19c4429faaec64c4f25f4596958f8ae3474dd8111ef01f1e35bbc14d62864d01

Observation 174f742b-5638-4802-b7c5-dc8eb9dfc325 · outbound

This paper cites Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-10T20:44:17.252323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:16.972829Z digest=sha256:038cf7964ed2d253c366dbe0862adcca8141365435031afc2457c97dc9122339

Observation 6e7432ec-5fbc-4db8-a493-2a5585c6d923 · outbound

This paper cites an unresolved cited work.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Unresolved cited work

Reference 34

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unresolved
raw_fallback, observed 2026-08-10T20:44:17.565940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:16.976967Z digest=sha256:97b5194266f303af48a9dc0a2bb4cade11ef658eceea9b2bbfffc038a0d64a75

Observation c5f1868f-5244-4d4e-ae65-a039845145a2 · outbound

This paper cites an unresolved cited work.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Unresolved cited work

Reference 35

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raw_fallback, observed 2026-08-10T20:44:17.554287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:16.980635Z digest=sha256:cb1d6e2fc30da65b418ff546839846ee3ef053f0a5f291454cafb621e6e045fb

Observation a6708e2e-ba68-426f-bd6f-cdbe6aa74e82 · outbound

This paper cites When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale

Reference 36

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no resolver link, observed 2026-08-10T20:44:16.984147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.984147Z digest=sha256:ea6b6e8078a453f4af5cb7ec61ee6f342995ded8bddbdd77eb9c191a23b612a5

Observation d8320835-d8f7-4b04-9e78-7aa647ddfb12 · outbound

This paper cites an unresolved cited work.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:44:17.542119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:16.988392Z digest=sha256:f59899203aa11d6f889d58bc7792ec28e818d59d109861ea9172b166fa32eeeb

Observation f5768770-b6f3-4357-8687-952132d0d01d · outbound

This paper cites Orca 2: Teaching Small Language Models How to Reason.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Orca 2: Teaching Small Language Models How to Reason

Reference 38

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unresolved
no resolver link, observed 2026-08-10T20:44:16.992688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.992688Z digest=sha256:e20511ce4d636dfac4bc5deda2165c1a9b46c117826047336fe95859cb2e4192

Observation a7081e57-c5e2-4452-af28-76570bb0d612 · outbound

This paper cites Orca-Math: Unlocking the potential of SLMs in Grade School Math.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Orca-Math: Unlocking the potential of SLMs in Grade School Math

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-10T20:44:16.996525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:16.996525Z digest=sha256:a4c0bedd6cc9e04e8a7ad69bf99008f1e1b428f2b12fe0443f2e1a00382cde5d

Observation 45e41421-763b-48ea-8fe2-3951541e038e · outbound

This paper cites Automated Generation and Tagging of Knowledge Components from Multiple-Choice Questions.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Automated Generation and Tagging of Knowledge Components from Multiple-Choice Questions

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T20:44:17.001207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:17.001207Z digest=sha256:c10a963b898fe3766a22688eb61aeba85824590c677642e48298c32d5fd5f987

Observation 10e3d1c0-dfcd-46e5-a07c-08e5eca4b7a9 · outbound

This paper cites Generalized Slow Roll for Tensors.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Generalized Slow Roll for Tensors

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T20:44:17.005418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:17.005418Z digest=sha256:0e265a8eec8107891438fe653579fe771693213c4d023353100761d5470a4c5e

Observation eb0fc4df-f9c6-43ca-a861-257c45d2ac83 · outbound

This paper cites an unresolved cited work.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-10T20:44:17.009759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:17.009759Z digest=sha256:9025e413dc603caebd470d6537ab8e7d2aee114a58786b9296d6e6da574eaae0

Observation 03f98413-6289-478f-9289-06cb77a60903 · outbound

This paper cites Rupp, Jonathan L Templin, and Robert Henson.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Rupp, Jonathan L Templin, and Robert Henson

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:44:17.522573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:17.013393Z digest=sha256:9797357203880af35b34ceb62bf7f8ebcd9d19cb3e1a948891430dc7f471c78f

Observation 35e2f691-6f46-4c2f-bd64-b3bc88cf09b4 · outbound

This paper cites an unresolved cited work.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:44:17.510143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:17.016968Z digest=sha256:73b615ce8f13cc3896fa72ae150f79e8efa41389ceaed8f590392adeb6adac49

Observation 1cfae493-9d20-44a9-ae9b-19f9aa0eb22a · outbound

This paper cites Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-10T20:44:17.020654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:17.020654Z digest=sha256:6106909ff6dae0d67c58e78bfaef0bcaaaef25c560e52eb59a66821f8d3ed801

Observation 6b3a5576-c559-4249-b741-936e8ae72540 · outbound

This paper cites Tatsuoka.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Tatsuoka

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:44:17.498147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:17.024545Z digest=sha256:9de323ac00ffb06bfc2c33e2a3fa415c6419d609857b7cdc82ad7e6bc0e3e04c

Observation 65aeb9a1-a511-4c06-91e4-739860efe0b6 · outbound

This paper cites an unresolved cited work.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:44:17.486239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:17.028180Z digest=sha256:c726a1004b60f5379cbe2ea57d956f31707e52d7d66921b2e4fa9a4a35fe625f

Observation 47787d6d-1325-4148-b7af-c34d89ad7e4f · outbound

This paper cites DRT: Deep Reasoning Translation via Long Chain-of-Thought.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory DRT: Deep Reasoning Translation via Long Chain-of-Thought

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-10T20:44:17.032105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:17.032105Z digest=sha256:34cc0bb7eadea12c905bfa96ed028b625e134d2536e1ab3b9c96ea3074ef9bd1

Observation 86c927fd-eb46-484f-b93a-198cdabc21ba · outbound

This paper cites How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-10T20:44:17.035960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:17.035960Z digest=sha256:1c36566260073ee2a0efd50df9c4a2371f5f7573705d60c02d419c6c76339bcf

Observation 7f615cd5-8c65-4c24-bfbe-bb5d7652d11f · outbound

This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Smith, Daniel Khashabi, and Hannaneh Hajishirzi

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-10T20:44:17.040030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:17.040030Z digest=sha256:3e93dd94c404b1e02fd2311179314dbcef642212fe425e2ef7d6b2ee16e23b33

Observation 2332b5e3-1dad-4e69-963f-11abc4311cb3 · outbound

This paper cites WizardLM: Empowering large pre-trained language models to follow complex instructions.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-10T20:44:17.043435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:17.043435Z digest=sha256:c0052004174cfa9edcf1755a8774dea5ec0741423d22306bd104b99cecb26d97

Observation a97afec3-c6c3-4ef0-921f-7b7605a3f04d · outbound

This paper cites Qwen2 Technical Report.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Qwen2 Technical Report

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-10T20:44:17.047042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:17.047042Z digest=sha256:73baa4306c5d5fb191fba1da67d7c1e983c6e7d4859fb21087c550695bd81bc6

Observation 04c6a0dc-303d-4415-bbe2-508a9d9f59aa · outbound

This paper cites LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-10T20:44:17.051417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:17.051417Z digest=sha256:53816456de34fae5fae3f2064924367cd3342b7c26dce5d65e940bbf310ab5df

Observation b4fa4b37-56c5-4256-992b-313974f54f82 · outbound

This paper cites In-Context Principle Learning from Mistakes.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory In-Context Principle Learning from Mistakes

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-10T20:44:17.056036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:17.056036Z digest=sha256:322060faaebed636ec22b5f7b27a906265a2515b53e38f808e9684da3db90daf

Observation 638e21c2-aa9c-4581-8b88-c5f62bd91e0b · outbound

This paper cites Evaluating the Performance of Large Language Models on GAOKAO Benchmark.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Evaluating the Performance of Large Language Models on GAOKAO Benchmark

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-10T20:44:17.059904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:17.059904Z digest=sha256:2c09a644ed919f549102d2ad46ddea25873022ed8a4e5630a1bfe3dab5d5cd01

Observation db1ce9e0-6528-4872-bb96-00ae6e08e213 · outbound

This paper cites an unresolved cited work.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:44:17.467853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T20:44:17.063799Z digest=sha256:7481c735d434210a92c5db28a4981ada3bca2de0be3f26ee72701d2a4f971505

Observation e90f395a-cd32-4d41-b9e7-442991155c06 · outbound

This paper cites LIMA: Less Is More for Alignment.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory LIMA: Less Is More for Alignment

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-10T20:44:17.067649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:44:17.067649Z digest=sha256:0ec558975ed51bb3a2d43cb907d3a0cf07ee6edba8ce1b30f61640ce635cfb7a

Pith citing papers

No inbound Pith citation observations are available.