Paper Citation Record · LEDGER

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet?

As of 21 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 3 inbound Pith citation observations for arXiv:2411.10565.

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

pith.paper-citation-record.v1
2411.10565 v3

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:37:58.509772Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T10:11:10.930135Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T00:01:55.836938Z

Reference resolution

53 of 53 outbound references displayed

verified exact2
verified fuzzy0
unresolved51
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9a8d8d21-3a5d-4628-8ff2-465da6c0eb54 · outbound

This paper cites Unified Pre-training for Program Understanding and Generation.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unified Pre-training for Program Understanding and Generation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.285632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf4df687-69fa-4eaa-980d-d90e89377733 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.291113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0978e411-fa8e-47bc-b92e-ffc4230eaff9 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:59.219229Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9d0a080d-25e8-42f4-aec4-8c9404a06079 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:59.205498Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6a0e126a-661a-401f-8447-3de0f1cafaa9 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:59.191903Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d906bd9b-ac35-4e44-a9ca-dd127ea8f3d4 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:59.178040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d35f674a-8ccc-418d-8ad2-5ab74bf61bb1 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.318346Z

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Observation 1b7b6929-8aef-4a1a-ab58-2adee1d639e0 · outbound

This paper cites Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet?.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet?

Reference 8

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Source-reported events for the cited work

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Observation 754be9ac-cab6-4a3e-9497-30cb7c453b1c · outbound

This paper cites LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.331238Z

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Observation 963f562a-e46e-42f9-9410-e257ed776fef · outbound

This paper cites Vulnerabilities in AI Code Generators: Exploring Targeted Data Poisoning Attacks.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Vulnerabilities in AI Code Generators: Exploring Targeted Data Poisoning Attacks

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-12T19:37:58.794840Z

Source-reported events for the cited work

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Observation bb87e584-4b86-45e6-b03a-5a005e9eb412 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.340310Z

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Observation 9d3f8cba-5668-4936-80d4-cd19e3ed9c31 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:59.154339Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3dc9dd35-2407-4b69-a383-ff378f113fe5 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:59.140366Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6f91509b-fbc1-4f88-b94b-50a619aa6897 · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.352890Z

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Observation f4a57467-d449-4f00-9321-e7761cbbc30d · outbound

This paper cites BAE: BERT-based Adversarial Examples for Text Classification.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? BAE: BERT-based Adversarial Examples for Text Classification

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.357082Z

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Observation 0299dee5-3d60-4bd4-8987-604986f330ad · outbound

This paper cites How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.361536Z

Source-reported events for the cited work

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Observation 14352d22-0128-40cc-a90e-779d55bd0256 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:59.125274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9e5efae6-849d-47b7-8de5-96e20148a9da · outbound

This paper cites Just another copy and paste? Comparing the security vulnerabilities of ChatGPT generated code and StackOverflow answers.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Just another copy and paste? Comparing the security vulnerabilities of ChatGPT generated code and StackOverflow answers

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.369965Z

Source-reported events for the cited work

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Observation 3f390558-b5fd-4111-8f22-bdc2a38d20ac · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:59.111306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1fb5812b-a345-4dc9-bdf9-e01906c530cd · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.378866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16eabf09-423f-4e37-bf68-75297cbb96aa · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:59.097739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bcfcf21a-1492-4fdc-abb8-64b18f9f625e · outbound

This paper cites TextBugger: Generating Adversarial Text Against Real-world Applications.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? TextBugger: Generating Adversarial Text Against Real-world Applications

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.387752Z

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Observation 99fa6312-dd08-4c53-8a1d-eb2a0a6047b0 · outbound

This paper cites BERT-ATTACK: Adversarial Attack Against BERT Using BERT.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? BERT-ATTACK: Adversarial Attack Against BERT Using BERT

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.392155Z

Source-reported events for the cited work

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Observation 4bd4f4af-9417-4c48-a085-bebb2833c802 · outbound

This paper cites Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.396659Z

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Observation b36882f6-10c5-4038-b25c-2f44147bb039 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.401178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb973e8-e9bf-49f5-a58a-9b17004a1410 · outbound

This paper cites CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.405672Z

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Observation 9f14972c-ea54-4ab5-8794-a74fd7c9fe02 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:59.084595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b5de18c4-df81-4bb5-ba7e-e6c12a817eeb · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 28

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 05f6c394-61f2-4090-8539-31a200c24f07 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 29

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Observation d0310d55-753c-48f8-9364-6111ac3304a2 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 30

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Observation 90e77a98-53ad-4a0d-becc-7d62bcfa67d3 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 31

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a70de122-cb85-4aff-aa89-ddd0af04bf98 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 32

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Observation 377ef5c6-d51b-40e9-8228-bd6234d6d09b · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 33

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Observation 6b665d6c-ff1c-4006-b18e-01957ca5fc2c · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 34

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Observation 1f59e096-b82a-4eba-896b-77075f1c98c7 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:58.979445Z

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Observation c23407ef-b5e3-45c6-9342-cdc03f8bcbd8 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 36

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Observation 6733c5b3-a4bc-4c28-a83c-f7ce8adacb2c · outbound

This paper cites Science China Technological Sciences 63, 10 (2020), 1872–1897.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Science China Technological Sciences 63, 10 (2020), 1872–1897

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.444261Z

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Observation a79cdb76-b03b-4feb-be3d-7a66177c0307 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 38

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Observation 9059459a-2152-4fa8-8937-9dfb6b28eec9 · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.468629Z

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Observation 72e90fda-c44a-43fa-98b7-894f5504d46e · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:58.937661Z

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Observation e8dc1723-f564-435d-af9e-e7a8559c8497 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 41

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Observation 6b5f54dc-69ea-416e-a55b-e33524258666 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 42

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Source-reported events for the cited work

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Observation 1d4dfa45-1e3e-4f4a-9544-9f0aa4a48367 · outbound

This paper cites Intriguing properties of neural networks.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Intriguing properties of neural networks

Reference 43

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de112088-da51-46e2-8876-130df878ac6b · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.489443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0785a3f2-f025-427a-9e0d-b51c8d40be8e · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:58.924400Z

Source-reported events for the cited work

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Observation 6a84fd03-b85f-4454-a71c-0f3fa460b901 · outbound

This paper cites DeceptPrompt: Exploiting LLM-driven Code Generation via Adversarial Natural Language Instructions.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? DeceptPrompt: Exploiting LLM-driven Code Generation via Adversarial Natural Language Instructions

Reference 46

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Source-reported events for the cited work

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Observation 491eaa35-69ae-40ab-9230-a7813525c614 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:58.889382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 899b15fa-88b0-43cb-bf49-7dc3abd04c12 · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:58.876233Z

Source-reported events for the cited work

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Observation f33c971d-2ae1-41e9-ab1f-b2f90d6dc421 · outbound

This paper cites Adversarial Demonstration Attacks on Large Language Models.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Adversarial Demonstration Attacks on Large Language Models

Reference 49

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Observation f750d5d4-c50b-42f1-91d0-06b95780d59b · outbound

This paper cites an unresolved cited work.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:37:58.862493Z

Source-reported events for the cited work

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Observation 0e26e03a-06b2-4682-b32d-8c88a990b433 · outbound

This paper cites TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.422888Z

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Unavailable: canonical work link unavailable.

Observation f311d931-6282-468b-9edd-b8921b23de3b · outbound

This paper cites Generating Synthetic Documents for Cross-Encoder Re-Rankers: A Comparative Study of ChatGPT and Human Experts.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Generating Synthetic Documents for Cross-Encoder Re-Rankers: A Comparative Study of ChatGPT and Human Experts

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.322505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2dbd449-05ed-4b70-8a2a-a599b84cecdc · outbound

This paper cites Can LLMs Replace Manual Annotation of Software Engineering Artifacts?.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? Can LLMs Replace Manual Annotation of Software Engineering Artifacts?

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.295805Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1a71006c-ec3c-4aaa-8ded-0d9103a1610c · inbound

Comparing Human and LLM Generated Code: The Jury is Still Out! cites this paper.

Comparing Human and LLM Generated Code: The Jury is Still Out! Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet?

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T10:11:10.930135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b53eeabb-e4a5-45bf-aa99-9d8b786185c1 · inbound

Model Compression vs. Adversarial Robustness: An Empirical Study on Language Models for Code cites this paper.

Model Compression vs. Adversarial Robustness: An Empirical Study on Language Models for Code Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet?

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-19T00:01:55.840366Z

Source-reported events for the cited work

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Observation faf7804c-e6f6-4384-9bde-acacfb7c62db · inbound

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code cites this paper.

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet?

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:26:04.775074Z

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