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Paper Citation Record · LEDGER

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation

As of 14 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2509.02040.

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

pith.paper-citation-record.v1
2509.02040 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:01:29.067765Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T00:06:08.450480Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T00:06:09.172232Z

Reference resolution

35 of 35 outbound references displayed

  • verified exact2
  • verified fuzzy14
  • unresolved17
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 00688778-c7e6-4331-afdd-46e2d55e7c44 · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:30.605303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:25.940932Z digest=sha256:bc849168e06684bda33da06754dad872188efb366441b45de10df738354d12a8

Observation c18ef836-e811-4fef-92fe-4b3cb3bc15b9 · outbound

This paper cites In Proceedings of the 2022 Con- ference on Empirical Methods in Natural Language Processing, pages 11653–11669, Abu Dhabi, United Arab Emirates.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation In Proceedings of the 2022 Con- ference on Empirical Methods in Natural Language Processing, pages 11653–11669, Abu Dhabi, United Arab Emirates

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:01:30.697355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation dbedf5b7-0858-4eaa-8080-4f7dbb482bfe · outbound

This paper cites Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-05T12:01:29.225549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation bcb46d9a-61e1-425d-af66-335dca63ee73 · outbound

This paper cites Relation : { class_name } Text : B.6.2 StackExchange You need to generate synthetic data for the News Classification task.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Relation : { class_name } Text : B.6.2 StackExchange You need to generate synthetic data for the News Classification task

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:01:30.347363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:26.404680Z digest=sha256:686f21595e8e7694e44e20bfc793c6330e3ade25b97de5475dee8ae6e1e0aa0d

Observation 655150f9-ed11-4b22-9358-b8905aed376f · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:30.273795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:26.456904Z digest=sha256:2415dbde1d7968d6e88e7f43d605e49803d0fb6df27b867f2b45df15e030cd75

Observation f985482a-a3d3-4612-9189-34f840665f91 · outbound

This paper cites Category : { class_name } Text : B.6.3 Chemprot You need to generate synthetic data for the Stack Exchange question classification task.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Category : { class_name } Text : B.6.3 Chemprot You need to generate synthetic data for the Stack Exchange question classification task

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:01:30.190309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:26.708870Z digest=sha256:abfc3dc15ef65f83cae8c7548fa1aff72d907e47c01138cb97f8213bbe3a608c

Observation 07baf442-cd9f-45af-8b14-6ca01db79027 · outbound

This paper cites Category : { class_name } Text : B.6.4 DDI You need to generate synthetic data for Drug - Drug Interaction extraction task.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Category : { class_name } Text : B.6.4 DDI You need to generate synthetic data for Drug - Drug Interaction extraction task

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:01:30.105821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:26.917374Z digest=sha256:8b26b69e52d74de7c21a823b1c70c2ec017b3514ebfed04e736a1f51b3c3fd58

Observation fb3b1e29-a918-4cf3-943e-951afdbf8c31 · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:30.039902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:27.020927Z digest=sha256:e4131f87747dc13418103f85d3d4c8e631073f0c28bda48c2539382b0c48682d

Observation 7dbace0d-a671-4778-bd8c-127063d7215d · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:30.396357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:27.351158Z digest=sha256:a4e164b1862ba5c210f63c53c693c16bbb7e49c627f771140f034045e2bde41e

Observation bf364974-5716-4f6a-a10b-46d77d4f246d · outbound

This paper cites Relation : { class_name } Text : B.6.5 Semeval2010 You need to generate synthetic data for Relation Classification task.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Relation : { class_name } Text : B.6.5 Semeval2010 You need to generate synthetic data for Relation Classification task

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:01:30.014237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation e8a107e6-f5c2-49a2-bd21-99758ecfd20c · outbound

This paper cites Relation : { class_name } Text : B.6.6 Conll04 You need to generate synthetic data for Relation Classification task.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Relation : { class_name } Text : B.6.6 Conll04 You need to generate synthetic data for Relation Classification task

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:01:29.974156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:27.607800Z digest=sha256:6154e4b792ff00e9d9486827cd5819011ec8d499db4757b86091b968f73f7dcc

Observation c5bd68ad-706f-4418-870a-daef16c009ff · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:30.466463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:27.681123Z digest=sha256:2bc56223a3f1eae9c3e99b17d4abe89e95178100fcc3c202e48adca291386f9e

Observation 604c13b5-5de7-4758-b381-77e248f46754 · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:30.430585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:27.703453Z digest=sha256:231d5c70ab657a7e3035fd23369f3ff5b771f4479ce149f9d8dabc769afb49a1

Observation 7ea28533-1b92-4937-8dbc-128be8c67678 · outbound

This paper cites Relation : { class_name } Text : B.6.7 SciTLDR You need to generate synthetic data for the computer science paper abstract summarization task.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Relation : { class_name } Text : B.6.7 SciTLDR You need to generate synthetic data for the computer science paper abstract summarization task

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:01:29.956876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:27.713250Z digest=sha256:1f70eeb1e730d6e8d4dff1d535edfd79442c5aabcf2d0a97ae961c752f2bf40a

Observation 2dc09fda-583a-477f-9275-12d15bc38c3d · outbound

This paper cites Output : B.6.8 MeQSum You need to generate synthetic data for the medical question summarization task.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Output : B.6.8 MeQSum You need to generate synthetic data for the medical question summarization task

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:01:29.909966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation b40ed7f1-8776-457b-82c5-7a24bd285ea3 · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:30.552571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation d40292cf-4d4d-44c2-8948-9fe073983d60 · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:30.514131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation eb68ff93-6dbf-4fec-b10b-7f082421e841 · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:30.494649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 05efdc9e-f4ab-4e41-9dc3-75220c0bf6dd · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:29.883995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 5d5eba47-ef13-4608-a8b3-54874b70aba5 · outbound

This paper cites cause”, “from.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation cause”, “from

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:01:29.857211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 2f606a6f-4761-490c-b98a-157ce3149cc1 · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:29.838786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation a22c3d65-5869-45de-ab3f-faf8d8818fd1 · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:29.817996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation b06856bc-1826-4b28-95b6-4e1b566bab94 · outbound

This paper cites SimPrompt 1.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation SimPrompt 1

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:01:29.713044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:28.277990Z digest=sha256:8600d8f3993f8c3317f6dd19c3d7e2b6b43ce03d8ddcb9d0fdfd6384d9852f23

Observation 275debe3-4eef-466f-8a93-ecd66b160374 · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:29.650818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:28.325072Z digest=sha256:c8d21e94e5feb6fa6b49c3c87df42e3dcbea35dcc8214c8db90bff55196435d0

Observation edd0ccaf-7646-44fc-94c8-f2661375c0af · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:29.599988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 0a549e25-a1e5-4f9f-8a97-5784f0ce649c · outbound

This paper cites Genetic Prompt.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Genetic Prompt

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:01:29.579505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:28.626351Z digest=sha256:28e952a0d267223262cc057ecda77ce13bf8189e1ca8c1debd54596622b430f2

Observation 1e5c95bb-6f88-42bd-9206-0d44d7d65684 · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:29.558662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 167766bc-f947-4715-b541-6762d6407508 · outbound

This paper cites an unresolved cited work.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:01:29.534479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:28.943600Z digest=sha256:8e4188a7901d200f07fad3c79988b1dcffa995aa8e0a4c150e39bb9453811644

Observation 4d37c4cc-022e-4be1-8cfa-098c2e64d359 · outbound

This paper cites Table 12: Text Examples in Cause-effect class in Semeval dataset.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Table 12: Text Examples in Cause-effect class in Semeval dataset

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:01:29.509487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 07b3da51-0785-41bf-9368-d76f98ed6246 · outbound

This paper cites B.2 Additional Technical Details During generation, for responses that do not adhere to the instructions, such as ‘I am just a large lan- guage model.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation B.2 Additional Technical Details During generation, for responses that do not adhere to the instructions, such as ‘I am just a large lan- guage model

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:01:30.654484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation c9613352-2fef-4563-bff4-394b4b0448d1 · outbound

This paper cites Evolution through Large Models.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Evolution through Large Models

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-05T12:01:25.452749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:01:25.452749Z digest=sha256:eb42e3973ebbcc764a4c26de2effa58d9eb66de03f81d95cec06acf669a5cfb6

Observation 5485c5a7-bbd6-454d-a46e-14a470ae5ad0 · outbound

This paper cites B.4 Pseudo Code of Genetic Prompt We provide the pseudo code of Genetic Prompt in Algorithm 1.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation B.4 Pseudo Code of Genetic Prompt We provide the pseudo code of Genetic Prompt in Algorithm 1

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:01:30.624780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:25.894298Z digest=sha256:8ea6bceee165585794399174eb623aad25efba3349752524ce9c441f411ca0e6

Observation d7a0fd55-3841-44cf-891c-4dbc49871382 · outbound

This paper cites Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs

Reference 2024

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T12:01:29.269586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:25.613959Z digest=sha256:b3b39ba966405d2cee8be2673816880fdb65ea93e16601166bbdfe79e4c4d0a8

Observation bcfe041f-c392-4a2d-8914-d8ab87e9e025 · outbound

This paper cites ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks

Reference 2025

Resolution
malformed identifier
no resolver link, observed 2026-08-05T12:01:25.779810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:01:25.779810Z digest=sha256:8245d6777e8663be33a5967cf350cfdcd58742e0d6ed30f90ee286e6c6cc98e0

Observation 6a8b2345-e000-43a3-8055-259e2b3b4138 · outbound

This paper cites Jiawei Chen, Xinyan Guan, Qianhao Yuan, Guozhao Mo, Weixiang Zhou, Yaojie Lu, Hongyu Lin, Ben He, Le Sun, and Xianpei Han.

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Jiawei Chen, Xinyan Guan, Qianhao Yuan, Guozhao Mo, Weixiang Zhou, Yaojie Lu, Hongyu Lin, Ben He, Le Sun, and Xianpei Han

Reference 7817

Resolution
verified exact
raw_fallback, observed 2026-08-05T12:01:29.489322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T12:01:25.329345Z digest=sha256:0f82634e3ea256a5cee13f8f4e80a3bbc1d6d9561bd3b78984b082a64ea3d0b1

Pith citing papers

Observation 16da71a5-0b08-4576-ad85-ceda029252b9 · inbound

Reverse-Engineered Reasoning for Open-Ended Generation cites this paper.

Reverse-Engineered Reasoning for Open-Ended Generation Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-08-05T00:06:09.178801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T00:06:08.450480Z digest=sha256:10d814fad725ee941c0d6f9f7c39c5979452ae818f84e74cbe91c8be8bc1a68e