Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T19:24:03.050815Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 11 inbound Pith citation observations for arXiv:2412.06724.
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 2026-08-11T19:24:03.050815Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:33:13.351087Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-09T09:06:06.142107Z
42 of 42 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 6d3e9b29-45b8-4731-95ff-1db9d319642c · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark online" 'onlinestring :=
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f2fae1c-74ae-40a4-bdc4-fa9721694ef2 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark write newline
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac05d618-3570-42cd-a494-313e85680d9a · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark LLMClean: Context-Aware Tabular Data Cleaning via LLM-Generated OFDs
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba9f0200-ac75-4586-915f-16daf2a01840 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 4
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 86a3b2cd-235c-42d3-8116-a412a7f7cc9a · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark TabFact: A Large-scale Dataset for Table-based Fact Verification
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e424141-e3db-449c-b598-f3c81ab0dad0 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 6
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 de555c54-28f0-4a11-be10-dc5c8cac9837 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Binding Language Models in Symbolic Languages
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4094ac3f-ccb5-4e89-80bf-13d9a1fadc36 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 8
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 f68cd9f9-9518-4cb6-be41-c326c63a0662 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 9
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 3d8165e7-ed1e-47a3-95f9-6c81ee0b84ee · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark The Llama 3 Herd of Models
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f076514-9b13-4e8f-9375-fdedd06106d4 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Eltabakh, Zan Ahmad Naeem, Mohammad Shahmeer Ahmad, Mourad Ouzzani, and Nan Tang
Reference 11
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 85808ad4-a686-4cca-9abe-191f35145f5a · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark KAER: A Knowledge Augmented Pre-Trained Language Model for Entity Resolution
Reference 12
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 a2e0b2d0-3ef1-4a7a-924c-c6a55250f753 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Better Synthetic Data by Retrieving and Transforming Existing Datasets
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2a8e880-0f75-4aea-8479-175cdd31e9ff · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 14
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 dc2e8651-c5a1-484f-b877-a8bd4287786c · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Mistral 7B
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c9afa64-7dfb-4fd2-a6d6-8b95a2847378 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2956e7f-c6be-4d47-b963-a5861c2aa2ae · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 17
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 c4e20b9c-df8b-43b7-8ba0-9a6da27b858b · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 18
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 a23d16dd-ffd2-484f-9365-19090fdd7b28 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 19
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 ff855991-d885-4454-822f-ee001faf78e9 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 20
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 3b324d4f-31ae-4249-a21f-9f4dd3a692c2 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 21
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 deeff390-9e5a-4ac2-ba0f-7d9aceff1c08 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 22
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 1d62386e-5dec-4c15-9b4a-18aa86a529c0 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 23
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 92aa4c08-c90f-4dc1-9200-c8980350a8e9 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 24
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 a921005e-ab7e-46cc-899b-0868e455415e · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Step-by-Step Data Cleaning Recommendations to Improve ML Prediction Accuracy
Reference 25
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 b80d7c1c-5bc8-4e28-9cbc-fd3a1b6251aa · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 26
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 695842e4-683a-4e43-a5b4-dee76ffd4aec · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 27
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 a0225fec-5f17-47e6-aa96-3ba7749cc7b0 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Lee, and Richard Y
Reference 28
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 f50b0d58-c5f5-4f88-8e7c-644671a85c66 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark CleanAgent: Automating Data Standardization with LLM-based Agents
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8321aa7f-f8d8-4da6-9311-0f44c3d7dc77 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark HoloClean: Holistic Data Repairs with Probabilistic Inference
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 638c42b8-3510-448c-88ce-fedde6e54bc7 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 31
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 ece63c6d-2c92-4fd3-9f22-1e483ccfde55 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Gemma 2: Improving Open Language Models at a Practical Size
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 234f196e-ddce-4c4f-8a93-527ecb938711 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 33
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 cbaf170f-616b-4615-adf8-d1e637f12b4a · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 34
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 47315f49-086a-4491-a11e-17d246e8ebf4 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 35
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 55f58d29-721f-433d-8182-ebb62c39f2bf · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 36
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 9d2d9ba0-cf39-46ba-940e-66035871167a · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a706449-5fa1-4356-9275-98747d08b7d7 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 38
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 d3e70e25-ad94-4c69-a5c8-aff80f9cc6a9 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Unresolved cited work
Reference 39
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 26ccb36a-f4fc-4579-9f11-77a168800639 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Wang and Diane M
Reference 40
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 c5b01593-f8c8-42a9-ae03-66d8debfc691 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d329b5d-4e50-4269-afe3-6f160a761828 · outbound
AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark Wilkinson, Michel Dumontier, IJsbrand Jan Aalbersberg, Gabrielle Appleton, Myles Axton, Arie Baak, Niklas Blomberg, Jan-Willem Boiten, Luiz Bonino da Silva Santos, Philip E
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03bd48d0-9c1c-4d18-8f53-c556c39f519b · inbound
In-depth Analysis of Graph-based RAG in a Unified Framework AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark
Reference 44
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 9dc64887-7725-4472-942a-8b8b5d439184 · inbound
A Survey of LLM $\times$ DATA AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark
Reference 237
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 318b8211-2ecb-463f-b9bf-8f1729860a59 · inbound
Talking Trees: Reasoning-Assisted Induction of Decision Trees for Tabular Data AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark
Reference 24
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 9d9529d6-b78a-4fa8-8512-b3d1ec81c0b8 · inbound
ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark
Reference 15
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 2d3e578e-9c67-4409-9df5-ed58c4b9f938 · inbound
ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark
Reference 16
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 aa096206-f693-4130-870e-33e259e7da8f · inbound
TabClean: Reusable LLM-Synthesized Programs for Tabular Data Cleaning AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark
Reference 23
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 c6d741e6-7b0c-4bf9-bc5c-c4a38327bef9 · inbound
Solve the Missing First Step: Can VLMs Standardize Raw Heterogeneous Medical Data? AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee6846d7-14ac-4868-99d4-8a12d99aa43f · inbound
Do LLM-Generated Skills Make Better AI Data Scientists? A Component Ablation Across Data-Science Workflows AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark
Reference 8
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 90c4f7d8-9658-4e50-b463-2921520f1ada · inbound
AgentFAIR: A Multi-Agent Collaborative Framework for FAIRness Evaluation of Geospatial Datasets AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 728f5adc-6310-48d5-91a2-922471942bed · inbound
ASARL: Autonomous Social-Aware Relevance Learning for QQ Search AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23d57a55-fd37-44de-b31b-d1c211e8e885 · inbound
CITBench: A Comprehensive Benchmark for Interactive Tabular Data Processing with LLMs AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.