Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T17:20:36.651160Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2502.08661.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T17:20:36.651160Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T20:26:40.199715Z
A source-named dated measurement, never combined with another source.
Source: cited_works
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d62c1468-b50a-47e3-b96c-934b2c4decc9 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 1
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 c8d9942e-84bc-4873-92a3-e2b45acf3748 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 2
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 38c30234-dee3-4ac2-b55a-b8b26ff90a87 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 224d07fd-ec55-4421-a1eb-bf7512066d1d · outbound
Few-shot LLM Synthetic Data with Distribution Matching Mixture of Soft Prompts for Controllable Data Generation
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9ba704f-c5df-45dd-a14d-f06ae48b726f · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88159421-0bf8-4502-80ea-6549102d2785 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e548400e-d0f6-4c93-bd22-67b491837c69 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 693f3150-e648-4b81-9d53-8e1816fd138e · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 8
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 31c99765-a930-4063-990f-ad2164f76d9e · outbound
Few-shot LLM Synthetic Data with Distribution Matching Long-Tailed Question Answering in an Open World
Reference 9
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 7f70bd21-4022-46af-8bc1-f0266cfca43f · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 10
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 919510c6-84f1-40c9-b2eb-7569d5466c6e · outbound
Few-shot LLM Synthetic Data with Distribution Matching BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 701168bb-7e77-4ac0-a82a-6396afc81cac · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3f63e54-f7ba-496e-9b02-ad3dc448738c · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 13
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 818b2be7-4a71-44a4-9527-7bdf3a5b2ca1 · outbound
Few-shot LLM Synthetic Data with Distribution Matching TinyStories: How Small Can Language Models Be and Still Speak Coherent English?
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9580a686-a2c4-44f4-9305-53776e878f91 · outbound
Few-shot LLM Synthetic Data with Distribution Matching GenAug: Data Augmentation for Finetuning Text Generators
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 191e0662-b20c-4082-8006-44ed4a976954 · outbound
Few-shot LLM Synthetic Data with Distribution Matching SampleLLM: Optimizing Tabular Data Synthesis in Recommendations
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69ff358c-c0ed-411b-8227-8e09868ec054 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3130615-2c11-4f63-afa7-c1e99b7243ab · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 18
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 385c93a1-ff1c-4459-a943-9c9194e16550 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21996ee0-8b35-4367-9c72-b43b064f9b8e · outbound
Few-shot LLM Synthetic Data with Distribution Matching AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bff466ca-c429-4676-b329-46d3cc6f4440 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a989062f-bd0d-4f5f-a4c9-0975edc99d55 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 22
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 697afddc-9e6d-4cf7-a9d6-1ffbc098666f · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd096cb3-7b30-4903-81ba-75f4900489f3 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 598c3ec0-6958-41bb-9a23-cd22076e9fe3 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 25
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 22ca6f2e-9847-457e-a48c-c74e7cf1efc0 · outbound
Few-shot LLM Synthetic Data with Distribution Matching CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38398225-b331-47e4-9176-0d770e9117c0 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf93a94e-920c-4997-b2f5-7d0465919641 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 28
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 f6c3afb6-5661-4ef6-9c40-b6966b13cfa6 · outbound
Few-shot LLM Synthetic Data with Distribution Matching On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7af8c05a-cc12-4faa-9ac5-76b0cd6908b3 · outbound
Few-shot LLM Synthetic Data with Distribution Matching A Semi-Synthetic Dataset Generation Framework for Causal Inference in Recommender Systems
Reference 30
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 8df18b66-14b4-460b-99c9-7fa2ad037ad2 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Abdelzaher, and Jiawei Han
Reference 31
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 145b83dd-22bc-44c8-8d25-c316c5cca666 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbbeead1-a08e-4801-b0c2-a1860e57fcee · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 33
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 2b4aeaf1-4bd9-4e8d-8ddc-1b6cb18d952f · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba314074-bdca-4a63-90e5-6a88b16ba3da · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c248cbc7-d008-473a-9685-06de5999d595 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09bcf630-8033-4989-87fe-52f7ddf51e00 · outbound
Few-shot LLM Synthetic Data with Distribution Matching DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b43305f-c75f-41b5-89ed-1fb6f2565f4b · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 378a8de8-a520-4a27-a05d-8e2dc3f8ace6 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 40
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 b2a44e80-69c3-4185-9867-f69531a7f9ea · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 997f3358-73eb-4d70-b912-2f4cd39878d8 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 42
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 7548c40a-639f-478e-955a-248b3b9be5c5 · outbound
Few-shot LLM Synthetic Data with Distribution Matching On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a125de7b-973e-428d-ba40-dc779b894dd6 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models
Reference 44
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 184f26ab-7f35-4e8c-8592-078d216bda92 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c1805c0-e8bc-4475-9ad3-29d9fe483fa1 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd68134c-86eb-4aee-8395-6b40cf1898e0 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 47
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 d72fb42b-1c9c-4c97-b2e5-f1c35fb31fcc · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 48
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 cb0278cd-35f1-452c-b59e-f711ef0ab412 · outbound
Few-shot LLM Synthetic Data with Distribution Matching FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models
Reference 49
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 919baf85-578a-4911-9394-13c6d0d20dfb · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 50
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 a21a238e-6d1a-4457-82bc-5934aa761faa · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 51
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 3c0f3e25-9dc7-4d59-98d4-6166554dcfc8 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20fe0506-ce66-4cbc-a896-7bb76470d416 · outbound
Few-shot LLM Synthetic Data with Distribution Matching ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9728d383-1e56-4e72-ba0e-0e1abda871b5 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 54
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 bc36777e-281b-44f9-b720-679dabf35534 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 55
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 4d68e9de-e1a1-4269-af6a-b7720d2861b7 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Retrievable Domain-Sensitive Feature Memory for Multi-Domain Recommendation
Reference 56
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 bdfa9add-30c5-4240-9026-29545a5ed815 · outbound
Few-shot LLM Synthetic Data with Distribution Matching ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcec66f4-e1d6-47da-99f6-969d0e00efda · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 61
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 0f27d676-d648-4d46-8605-dc3939e75d39 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Now, begin summarizing: Figure 6: Prompt used in Stage 1 (Attribute Summarization)
Reference 62
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 3daf6686-c31a-465e-a16e-a6c9e37c2df2 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 63
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 28be41ea-cd33-45f2-b246-d5ad4ae2c45f · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 64
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 6cb3abc2-3bf0-49b4-8bab-ef04071c6868 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Unresolved cited work
Reference 65
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 156f72bc-a3c3-4257-b20b-851cf3d08340 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Now, begin summarizing: Figure 7: Prompt used in Stage 2 (Synthetic Data Generation)
Reference 66
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 0fff48ff-7c7b-460e-8a67-3a9d9e29fbc4 · outbound
Few-shot LLM Synthetic Data with Distribution Matching In Conference on Empirical Methods in Natural Language Processing
Reference 2021
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 0ecacb90-f9a7-44ac-8a9d-b3933b022e6e · outbound
Few-shot LLM Synthetic Data with Distribution Matching Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7bff499-f9ba-4a78-a01e-362098c6dc00 · outbound
Few-shot LLM Synthetic Data with Distribution Matching Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a95febf7-cb5f-4ece-abab-2aae9f6c3dbd · inbound
Evaluating Zero-Shot and One-Shot Adaptation of Small Language Models in Leader-Follower Interaction Few-shot LLM Synthetic Data with Distribution Matching
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.