Paper Citation Record · LEDGER

A Survey on Data Synthesis and Augmentation for Large Language Models

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 23 inbound Pith citation observations for arXiv:2410.12896.

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

pith.paper-citation-record.v1
2410.12896 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 23 of 23 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:24:11.725325Z

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

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

7
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 1012f1fd-2c6e-4cb2-8a2b-4440191e488d · inbound

Libri2Vox Dataset: Target Speaker Extraction with Diverse Speaker Conditions and Synthetic Data cites this paper.

Libri2Vox Dataset: Target Speaker Extraction with Diverse Speaker Conditions and Synthetic Data A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T14:05:25.763909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e859848a-0697-438e-9d83-796f8abcac57 · inbound

Guided Persona-based AI Surveys: Can we replicate personal mobility preferences at scale using LLMs? cites this paper.

Guided Persona-based AI Surveys: Can we replicate personal mobility preferences at scale using LLMs? A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:28.320658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aadc72c-cbde-4595-9497-b379dc9755cc · inbound

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient cites this paper.

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-09T18:09:01.684146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 431db1ac-08d7-402b-9b5a-6f5bfc55e239 · inbound

Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks cites this paper.

Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T21:32:18.672765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c00df57b-0cad-4a35-be9f-1f021a120b93 · inbound

Advancing Embodied Agent Security: From Safety Benchmarks to Input Moderation cites this paper.

Advancing Embodied Agent Security: From Safety Benchmarks to Input Moderation A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T11:24:11.725325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 236a7645-6d36-4ce9-8694-5a71f38bd59b · inbound

SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding cites this paper.

SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T05:09:15.184236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fb8257f-6e8f-4cf9-9e84-732a58e0a9f2 · inbound

A Data Synthesis Method Driven by Large Language Models for Proactive Mining of Implicit User Intentions in Tourism cites this paper.

A Data Synthesis Method Driven by Large Language Models for Proactive Mining of Implicit User Intentions in Tourism A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T21:44:43.528362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cccfaea-2286-48e9-8ddf-0d58f01c10eb · inbound

NeuroGen: Neural Network Parameter Generation via Large Language Models cites this paper.

NeuroGen: Neural Network Parameter Generation via Large Language Models A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T20:38:49.268181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64c86754-50df-4891-8aef-b02381535abd · inbound

TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments cites this paper.

TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:17.069804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94e2b848-9c79-478e-8da5-4af306d8d6fe · inbound

DocMEdit: Towards Document-Level Model Editing cites this paper.

DocMEdit: Towards Document-Level Model Editing A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:15:11.851642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12a817a1-34b2-46a4-a609-761c5e7dcc88 · inbound

HomeBench: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple Devices cites this paper.

HomeBench: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple Devices A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:13:45.557406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cc3d38a-ae0b-4785-9c7d-2b0518032319 · inbound

Calibrating Pre-trained Language Classifiers on LLM-generated Noisy Labels via Iterative Refinement cites this paper.

Calibrating Pre-trained Language Classifiers on LLM-generated Noisy Labels via Iterative Refinement A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T14:14:23.666709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0957395e-f414-4683-ac82-dd25e4331329 · inbound

Infinite-Instruct: Synthesizing Scaling Code instruction Data with Bidirectional Synthesis and Static Verification cites this paper.

Infinite-Instruct: Synthesizing Scaling Code instruction Data with Bidirectional Synthesis and Static Verification A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:56:26.110352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a068ef6-1d52-40db-9df8-c600796e4845 · inbound

Explainable AI: XAI-Guided Context-Aware Data Augmentation cites this paper.

Explainable AI: XAI-Guided Context-Aware Data Augmentation A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:05:57.819771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59767ec8-0ea4-49d7-934b-629c4656807e · inbound

MCTS-Refined CoT: High-Quality Fine-Tuning Data for LLM-Based Repository Issue Resolution cites this paper.

MCTS-Refined CoT: High-Quality Fine-Tuning Data for LLM-Based Repository Issue Resolution A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:35.791398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e008748-52c5-4b5c-910d-aa10a29987c1 · inbound

LLM-Based Config Synthesis requires Disambiguation cites this paper.

LLM-Based Config Synthesis requires Disambiguation A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T16:51:54.304590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c74623fc-4807-4b81-add3-85acf387c553 · inbound

A Survey on Evaluating Quality and Trustworthiness in LLM-Generated Data cites this paper.

A Survey on Evaluating Quality and Trustworthiness in LLM-Generated Data A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 221

Resolution: unresolved; no resolver link, observed 2026-08-03T08:15:33.837215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e5ac2a3-055f-42f7-a804-dd5db37390f2 · inbound

Transition-Matrix Regularization for Next Dialogue Act Prediction in Counselling Conversations cites this paper.

Transition-Matrix Regularization for Next Dialogue Act Prediction in Counselling Conversations A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-05-10T04:09:57.342077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7cfe0f37-9666-4312-96b9-69a0e42bb30f · inbound

VISHC at PsyDefDetect: Mitigating Data Scarcity in Psychological Defense Classification with Context-Aware Synthetic Augmentation cites this paper.

VISHC at PsyDefDetect: Mitigating Data Scarcity in Psychological Defense Classification with Context-Aware Synthetic Augmentation A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:39:41.686459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e739dd91-a0cf-463f-9a2f-5dab8ad294aa · inbound

Beyond Detection: A Structure-Aware Framework for Scene Text Tracking cites this paper.

Beyond Detection: A Structure-Aware Framework for Scene Text Tracking A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:43:22.307476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b80549a4-1376-4632-b011-8e427c33c589 · inbound

Creating Multilingual Mental Health Dialogue Datasets: Limits of Persona-Based Localization via Nationality and Language cites this paper.

Creating Multilingual Mental Health Dialogue Datasets: Limits of Persona-Based Localization via Nationality and Language A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-06-26T20:29:57.506201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1c595b67-9bc9-4547-b1fb-48ba9a4ddf90 · inbound

Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies cites this paper.

Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T19:41:10.897835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 919e1f87-c865-416b-bbdc-754ac3009369 · inbound

A Six-Dimensional Taxonomy of Post-Training Adaptation Techniques with Applications in AI Governance cites this paper.

A Six-Dimensional Taxonomy of Post-Training Adaptation Techniques with Applications in AI Governance A Survey on Data Synthesis and Augmentation for Large Language Models

Reference 205

Resolution: unresolved; no resolver link, observed 2026-08-07T11:35:46.455584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.