Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 24 inbound Pith citation observations for arXiv:2305.02309.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-09T11:01:27.910143Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T15:18:32.748914Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 9bd0ffbe-6601-4db9-8dd5-70d3e4f11f37 · inbound
A Survey of Large Language Models cites this paper.
A Survey of Large Language Models CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 99
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T22:46:39.843832Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2f69b74c-aa70-4417-922e-22635470c073 · inbound
Gorilla: Large Language Model Connected with Massive APIs cites this paper.
Gorilla: Large Language Model Connected with Massive APIs CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:22:17.389671Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2a99496b-1333-4284-a029-e38eaa8a958e · inbound
Textbooks Are All You Need cites this paper.
Textbooks Are All You Need CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 24
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T04:44:03.252112Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3dd1a7a0-c80d-4e6b-82ea-4f8eb51f2d7d · inbound
Large Language Models: A Survey cites this paper.
Large Language Models: A Survey CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 113
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T15:22:55.476246Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 913a1198-1681-400f-a12d-5fc341c19804 · inbound
A Survey on Large Language Models for Code Generation cites this paper.
A Survey on Large Language Models for Code Generation CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 196
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T20:18:06.517384Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 31ba6f2e-7ea5-4953-bdea-244441ce724b · inbound
COFFE: A Code Efficiency Benchmark for Code Generation cites this paper.
COFFE: A Code Efficiency Benchmark for Code Generation CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T11:01:27.910143Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b545787-6f47-4bfa-be6b-caaa1734e58b · 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 CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T16:26:32.308142Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f006770e-c09a-462f-8dac-c82957f11475 · inbound
EFIM: Efficient Serving of LLMs for Infilling Tasks with Improved KV Cache Reuse cites this paper.
EFIM: Efficient Serving of LLMs for Infilling Tasks with Improved KV Cache Reuse CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:27:55.849826Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2aa6af1f-2dd8-4a58-85e3-8c28c2de61bb · inbound
Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning cites this paper.
Boosting Open-Source LLMs for Program Repair via Reasoning Transfer and LLM-Guided Reinforcement Learning CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:58:19.992128Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b434580-6308-4ca2-bfce-caa12580aa8b · inbound
LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation cites this paper.
LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:37:15.092070Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4c3e5f5-a8c7-4a92-91d8-7bae60c8462d · inbound
Failure by Interference: Language Models Make Balanced Parentheses Errors When Faulty Mechanisms Overshadow Sound Ones cites this paper.
Failure by Interference: Language Models Make Balanced Parentheses Errors When Faulty Mechanisms Overshadow Sound Ones CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:23:38.275531Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08823728-284e-40bd-876d-df429088531d · inbound
ChatHLS: Towards Systematic Design Automation and Optimization for High-Level Synthesis cites this paper.
ChatHLS: Towards Systematic Design Automation and Optimization for High-Level Synthesis CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T07:02:07.836532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation db4aa14f-a804-4390-b5cb-a432b82360ed · inbound
Semantic Source Code Segmentation using Small and Large Language Models cites this paper.
Semantic Source Code Segmentation using Small and Large Language Models CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:14:06.296411Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02f4f2a9-0598-4365-a407-c056fdb14f1a · inbound
Dr. Boot: Bootstrapping Program Synthesis Language Models to Perform Repairing cites this paper.
Dr. Boot: Bootstrapping Program Synthesis Language Models to Perform Repairing CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:52:20.410994Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bd108fc-062d-4b2f-8c4d-837df0ee4e3a · inbound
GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion cites this paper.
GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T04:48:37.109377Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b18a651e-8e80-4c51-8f7f-54cd1b9f41f2 · inbound
AutoVeriFix: Automatically Correcting Errors and Enhancing Functional Correctness in LLM-Generated Verilog Code cites this paper.
AutoVeriFix: Automatically Correcting Errors and Enhancing Functional Correctness in LLM-Generated Verilog Code CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T20:43:12.940366Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d2af7c1-a9dc-47cc-a8d7-86e0da150a52 · inbound
Context-Guided Decompilation: A Step Towards Re-executability cites this paper.
Context-Guided Decompilation: A Step Towards Re-executability CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T01:35:36.489477Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b7645c0a-aeed-4e09-8c65-fb27fe2c08ab · inbound
A Taxonomy of Programming Languages for Code Generation cites this paper.
A Taxonomy of Programming Languages for Code Generation CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T22:56:14.117278Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1ab005d5-bbe6-4c9d-b066-0b799af0bd8f · inbound
SynthFix: Adaptive Neuro-Symbolic Code Vulnerability Repair cites this paper.
SynthFix: Adaptive Neuro-Symbolic Code Vulnerability Repair CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 23
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T06:41:36.540576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5af8be4b-b77b-48db-87de-2f088f3dda35 · inbound
VerilogCL: A Contrastive Learning Framework for Robust LLM-Based Verilog Generation cites this paper.
VerilogCL: A Contrastive Learning Framework for Robust LLM-Based Verilog Generation CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 5
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T12:11:07.027347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f9f8759e-10fc-491e-a37f-2c1e940c6cfe · inbound
Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs cites this paper.
Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 227
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T07:45:59.859808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 02c59a68-a014-463e-a169-79b2685111a9 · inbound
Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning cites this paper.
Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 212
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T08:01:00.441049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bb634b73-9f92-4508-90d5-63ee309e1646 · inbound
Towards Knowledge Alignment in Code LLMs: Contrastive Unlearning for Evolving APIs cites this paper.
Towards Knowledge Alignment in Code LLMs: Contrastive Unlearning for Evolving APIs CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 21
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T12:35:44.433390Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 683b3d28-3db5-4606-85a5-cf7ef49a2bb9 · inbound
PairCoder++: Pair Programming as a Universal Paradigm for Verified Code-Driven Multimodal and Structured-Artifact Generation cites this paper.
PairCoder++: Pair Programming as a Universal Paradigm for Verified Code-Driven Multimodal and Structured-Artifact Generation CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
Reference 22
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T15:18:32.750897Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.