Paper Citation Record · LEDGER

CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 48 inbound Pith citation observations for arXiv:2303.17568.

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

pith.paper-citation-record.v1
2303.17568 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 48 of 48 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 48 of 48 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:38:27.082228Z

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

49
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 f93e0f14-89a0-488a-8a34-eedab97a0b98 · inbound

A Survey of Large Language Models cites this paper.

A Survey of Large Language Models CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 94

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T22:46:39.775840Z

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.

Observation d065e01f-19e0-4044-a0f1-5b1be68a83b1 · inbound

Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation cites this paper.

Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-05-14T02:04:18.031433Z

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.

Observation 04507529-70ca-4c4e-a0c4-85a9db43ce7e · inbound

StarCoder: may the source be with you! cites this paper.

StarCoder: may the source be with you! CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 117

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T23:33:00.007048Z

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.

Observation b7dae65b-d8e4-4575-9b24-3a8b85f8e533 · inbound

StarCoder: may the source be with you! cites this paper.

StarCoder: may the source be with you! CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 125

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T23:33:00.695905Z

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.

Observation 615dda3d-5b72-47ec-a7b5-da367c2a3282 · inbound

AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation cites this paper.

AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 43

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T03:58:46.067468Z

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.

Observation f78f4180-8c86-4dfb-8204-a3ef2c0453f2 · inbound

CodePori: Large-Scale System for Autonomous Software Development Using Multi-Agent Technology cites this paper.

CodePori: Large-Scale System for Autonomous Software Development Using Multi-Agent Technology CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-24T03:58:51.203859Z

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.

Observation 73d93d06-a648-47b3-8478-e5e2a518181f · inbound

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code cites this paper.

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T17:34:43.075136Z

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.

Observation b3384844-8f67-486d-ad56-efb27ab5d3d7 · inbound

InternLM2 Technical Report cites this paper.

InternLM2 Technical Report CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 205

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T11:44:38.372449Z

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.

Observation 9feac7ef-e7c7-442f-a1fc-9120e5447d21 · inbound

Does Prompt Formatting Have Any Impact on LLM Performance? cites this paper.

Does Prompt Formatting Have Any Impact on LLM Performance? CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T19:38:27.082228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c3f486c-e727-45bc-bfe8-9042131eba0c · inbound

A Preliminary Study of Multilingual Code Language Models for Code Generation Task Using Translated Benchmarks cites this paper.

A Preliminary Study of Multilingual Code Language Models for Code Generation Task Using Translated Benchmarks CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T14:18:33.080993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd0abebd-5eed-463a-ac0b-158055f1c777 · inbound

FullStack Bench: Evaluating LLMs as Full Stack Coders cites this paper.

FullStack Bench: Evaluating LLMs as Full Stack Coders CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-12T05:20:05.495686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c36900a-5727-4e5f-b213-81ae0a213f92 · inbound

Specification-Driven Code Translation Powered by Large Language Models: How Far Are We? cites this paper.

Specification-Driven Code Translation Powered by Large Language Models: How Far Are We? CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-23T07:35:28.773804Z

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.

Observation fecf9716-e597-48e8-a690-d7ced17f3647 · inbound

Evaluating and Aligning CodeLLMs on Human Preference cites this paper.

Evaluating and Aligning CodeLLMs on Human Preference CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T20:53:15.359399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5be62b24-9ef7-4c10-99be-6e063c2e2a15 · inbound

MAGE: A Multi-Agent Engine for Automated RTL Code Generation cites this paper.

MAGE: A Multi-Agent Engine for Automated RTL Code Generation CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T18:27:06.520797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55c6a3d4-6595-4532-8393-9f27b8bdf71b · inbound

Unseen Horizons: Unveiling the Real Capability of LLM Code Generation Beyond the Familiar cites this paper.

Unseen Horizons: Unveiling the Real Capability of LLM Code Generation Beyond the Familiar CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T18:16:26.790934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66f6abbb-d834-4c8a-9637-79d0e91a358f · inbound

ExecRepoBench: Multi-level Executable Code Completion Evaluation cites this paper.

ExecRepoBench: Multi-level Executable Code Completion Evaluation CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T14:27:05.717548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c09743a5-4240-4ed9-8ac7-132fc7c8fc41 · inbound

Generating Move Smart Contracts based on Concepts cites this paper.

Generating Move Smart Contracts based on Concepts CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T14:03:55.241135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45042faf-61c5-4957-9f8e-b227ddfb057e · inbound

GenX: Mastering Code and Test Generation with Execution Feedback cites this paper.

GenX: Mastering Code and Test Generation with Execution Feedback CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:26.866918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3044dc93-ad54-46d0-a910-2df71408c75d · inbound

MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark cites this paper.

MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T11:36:56.422014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b9028f7-5c88-48b1-a217-a4a013c6b595 · inbound

WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models cites this paper.

WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T05:32:16.708177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8abdda8-005d-44d1-a10c-884343b3e9e5 · inbound

HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation cites this paper.

HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:37.845013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f670e11-e99c-4e82-a107-a74b1c15f6c2 · inbound

CodeCoR: An LLM-Based Self-Reflective Multi-Agent Framework for Code Generation cites this paper.

CodeCoR: An LLM-Based Self-Reflective Multi-Agent Framework for Code Generation CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:03.817318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b7b3568-ad27-43d9-b720-e679efb4736f · inbound

Parameter-Efficient Fine-Tuning for Foundation Models cites this paper.

Parameter-Efficient Fine-Tuning for Foundation Models CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T15:38:02.897573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 160ac0dd-6c18-454d-9c0a-019919b5f55f · inbound

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation cites this paper.

Chain of Grounded Objectives: Bridging Process and Goal-oriented Prompting for Code Generation CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T16:19:51.025642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e66e345-a351-4244-8588-af7abb3a6c7e · inbound

DOCS: Quantifying Weight Similarity for Deeper Insights into Large Language Models cites this paper.

DOCS: Quantifying Weight Similarity for Deeper Insights into Large Language Models CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T11:47:24.918198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5213d168-bbe7-448a-b0dc-7e2d3012a5f3 · inbound

Large Language Models for Code Generation: The Practitioners Perspective cites this paper.

Large Language Models for Code Generation: The Practitioners Perspective CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T05:17:24.420590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3495dad-e55f-4a5a-b92e-80427ca3dbff · inbound

Enhancing Code Generation for Low-Resource Languages: No Silver Bullet cites this paper.

Enhancing Code Generation for Low-Resource Languages: No Silver Bullet CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T21:27:43.019170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38625d8a-dcc7-4d2c-859c-263623ed0152 · inbound

COFFE: A Code Efficiency Benchmark for Code Generation cites this paper.

COFFE: A Code Efficiency Benchmark for Code Generation CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-09T11:01:28.155586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe73dc69-b27d-457e-81bf-cf12991d8a48 · inbound

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories cites this paper.

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T16:46:04.068653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08341d7e-91df-4077-ad4b-c9c497713f2b · inbound

LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks cites this paper.

LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 104

Resolution: unresolved; no resolver link, observed 2026-08-08T16:26:32.521100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de4166ed-0beb-4156-9ba5-c139bf7ebaa0 · inbound

Multi-Agent Collaboration for Multilingual Code Instruction Tuning cites this paper.

Multi-Agent Collaboration for Multilingual Code Instruction Tuning CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T12:37:25.829003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6cbc026-d020-4b52-a469-632090044c98 · inbound

Salamandra Technical Report cites this paper.

Salamandra Technical Report CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 230

Resolution: unresolved; no resolver link, observed 2026-08-08T04:58:35.261560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68622de2-5562-46cb-9fe5-d4aa21a2da9c · inbound

MPL: Multiple Programming Languages with Large Language Models for Information Extraction cites this paper.

MPL: Multiple Programming Languages with Large Language Models for Information Extraction CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T15:10:16.485186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19be7a68-208f-49fa-9f69-19f6108d4d59 · inbound

One Model Transfer to All: On Robust Jailbreak Prompts Generation against LLMs cites this paper.

One Model Transfer to All: On Robust Jailbreak Prompts Generation against LLMs CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T14:48:19.249678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5173f544-2ac3-44fa-9e15-a7a266c88689 · inbound

Multilingual Multimodal Software Developer for Code Generation cites this paper.

Multilingual Multimodal Software Developer for Code Generation CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-06T18:19:58.418661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6abd49ee-0133-4fa2-b114-69199cf0e504 · inbound

Turning the Tide: Repository-based Code Reflection cites this paper.

Turning the Tide: Repository-based Code Reflection CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T17:51:16.138639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9ef152c-9914-4a89-a86e-a22ec9ff58da · inbound

SimdBench: Benchmarking Large Language Models for SIMD-Intrinsic Code Generation cites this paper.

SimdBench: Benchmarking Large Language Models for SIMD-Intrinsic Code Generation CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T15:43:40.074446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bfffdb6-8dca-431d-b1e4-4cc7a15ee911 · inbound

On the Effectiveness of LLM-as-a-judge for Code Generation and Summarization cites this paper.

On the Effectiveness of LLM-as-a-judge for Code Generation and Summarization CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:25.838845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24f2632e-afde-4644-8b01-1bd1ab66a51b · inbound

Enhancing Project-Specific Code Completion by Inferring Internal API Information cites this paper.

Enhancing Project-Specific Code Completion by Inferring Internal API Information CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T13:16:49.123952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 509c10e8-28c6-4bcf-8dbc-b00e2bb83aec · inbound

IFEvalCode: Controlled Code Generation cites this paper.

IFEvalCode: Controlled Code Generation CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-06T11:44:34.148774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3088ef7-f2f7-4f9a-a72f-2dd125a90124 · inbound

Social Bias in LLM-Generated Code: Benchmark and Mitigation cites this paper.

Social Bias in LLM-Generated Code: Benchmark and Mitigation CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 157

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T15:36:08.539242Z

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.

Observation c3e50391-24c3-434d-bf5e-0fa6249124ff · inbound

Evaluating LLM-Generated Code: A Benchmark and Developer Study cites this paper.

Evaluating LLM-Generated Code: A Benchmark and Developer Study CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:37:01.729818Z

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.

Observation 1a43b0bd-2abc-460e-a5f7-7e7be53f3465 · inbound

Evaluating LLM-Generated Code: A Benchmark and Developer Study cites this paper.

Evaluating LLM-Generated Code: A Benchmark and Developer Study CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-01T13:35:46.785333Z

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.

Observation 9f8ab754-945b-4299-af38-4f214b18e129 · inbound

A-ProS: Towards Reliable Autonomous Programming Through Multi-Model Feedback cites this paper.

A-ProS: Towards Reliable Autonomous Programming Through Multi-Model Feedback CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 41

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T09:23:10.559050Z

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.

Observation dd28e6fe-3195-44a6-a0d4-5b6059b0031b · inbound

A Systematic Study of Behavioral Cloning for Scientific Data Annotation cites this paper.

A Systematic Study of Behavioral Cloning for Scientific Data Annotation CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 290

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T16:23:39.165685Z

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.

Observation e6d8f4ec-e61b-45d0-880c-d29dd31b0e25 · inbound

Enhancing LLM-Based Code Translation with Verified Multi-Semantic Representations cites this paper.

Enhancing LLM-Based Code Translation with Verified Multi-Semantic Representations CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T11:48:05.314788Z

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.

Observation c5a6d16a-2a7e-4276-80d0-d623a0b0646c · inbound

Surveying GenAI-based Automation in Printed Circuit Board Design and Test cites this paper.

Surveying GenAI-based Automation in Printed Circuit Board Design and Test CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 122

Resolution: metadata mismatch; arxiv_id, observed 2026-06-27T08:20:45.317790Z

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.

Observation e12ff7b2-d8b4-43aa-8b98-e3b5955610eb · inbound

Mitigating Position Bias in Transformers via Layer-Specific Positional Embedding Scaling cites this paper.

Mitigating Position Bias in Transformers via Layer-Specific Positional Embedding Scaling CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-X

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T19:03:51.877578Z

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.