Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 26 inbound Pith citation observations for arXiv:2103.06333.
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
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 2026-08-09T05:44:40.353822Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T09:16:48.850176Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation 6efc3bf5-fdad-4905-9a8e-f6efebe5317a · inbound
Exploring Code Analysis: Zero-Shot Insights on Syntax and Semantics with LLMs Unified Pre-training for Program Understanding and Generation
Reference 16
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 0319de5c-d0a0-4291-9e6e-0e99a24953c2 · inbound
AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation Unified Pre-training for Program Understanding and Generation
Reference 1
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 5866e48f-917e-42b5-b601-6196dad8b3a5 · inbound
DeepFWI: Identifying Bug-Sensitive Warnings with Multi-Modal Code-Warning Semantics Unified Pre-training for Program Understanding and Generation
Reference 3
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 1c44d720-ef46-477a-87dc-4a6c85181358 · inbound
A Survey on Large Language Models for Code Generation Unified Pre-training for Program Understanding and Generation
Reference 7
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 ba88aaa3-ae6b-48b1-a351-57fc793f6149 · inbound
Are Decoder-Only Large Language Models the Silver Bullet for Code Search? Unified Pre-training for Program Understanding and Generation
Reference 11
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 2401f05d-07a5-4893-a58f-561a3f784269 · inbound
AL-Bench: A Benchmark for Automatic Logging Unified Pre-training for Program Understanding and Generation
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05879b61-0cf5-45ab-b987-6fa2128d1113 · inbound
Resource-Efficient & Effective Code Summarization Unified Pre-training for Program Understanding and Generation
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b533a41-293f-4c6f-b2f8-28605c95faba · inbound
LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks Unified Pre-training for Program Understanding and Generation
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee9f0dc9-bb9c-48f6-9058-b6eae6a141f0 · inbound
LLMs in Software Security: A Survey of Vulnerability Detection Techniques and Insights Unified Pre-training for Program Understanding and Generation
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca88ea80-b57f-4392-a765-a063b5271bb6 · inbound
VulBinLLM: LLM-powered Vulnerability Detection for Stripped Binaries Unified Pre-training for Program Understanding and Generation
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea284ddb-9cf2-4a3a-b80c-2c89c209b8a2 · inbound
It Only Gets Worse: Revisiting DL-Based Vulnerability Detectors from a Practical Perspective Unified Pre-training for Program Understanding and Generation
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c70a898b-4a3d-46f1-8b6c-b12a00a5ce65 · inbound
Metamorphic Testing of Deep Code Models: A Systematic Literature Review Unified Pre-training for Program Understanding and Generation
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a9859b5-c606-454a-9ef4-9ba644901145 · inbound
Model Compression vs. Adversarial Robustness: An Empirical Study on Language Models for Code Unified Pre-training for Program Understanding and Generation
Reference 6
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 0fe74d8d-067c-41db-991e-94535077be42 · inbound
Automated Repair of C Programs Using Large Language Models Unified Pre-training for Program Understanding and Generation
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fca70e6-614b-4bdb-b1d5-b4ea06d43659 · inbound
From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation Unified Pre-training for Program Understanding and Generation
Reference 3
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 055b1116-39dc-451d-9ea0-0c5ceef63c9c · inbound
Multi Language Models for On-the-Fly Syntax Highlighting Unified Pre-training for Program Understanding and Generation
Reference 11
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 3943d194-3101-4ca6-b27f-c1a0ab8dab05 · inbound
A Metamorphic Testing Perspective on Knowledge Distillation for Language Models of Code: Does the Student Deeply Mimic the Teacher? Unified Pre-training for Program Understanding and Generation
Reference 24
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 ef761048-594a-4741-a3a9-123dd8bd3058 · inbound
Can Coding Agents Be General Agents? Unified Pre-training for Program Understanding and Generation
Reference 1
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 50a744a7-4ad6-4a73-8b9c-cc7aefe8eea9 · inbound
Prompt-Driven Code Summarization: A Systematic Literature Review Unified Pre-training for Program Understanding and Generation
Reference 33
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 23ad6a16-45d4-4759-93f3-150683b3f39b · inbound
PLMGH: What Matters in PLM-GNN Hybrids for Code Classification and Vulnerability Detection Unified Pre-training for Program Understanding and Generation
Reference 2
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 eea68a2a-d575-4d95-b3f0-3f0ffd717460 · inbound
HEJ-Robust: A Robustness Benchmark for LLM-Based Automated Program Repair Unified Pre-training for Program Understanding and Generation
Reference 2
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 4f87f8fc-0dca-4bee-ae58-a30484246047 · inbound
HEJ-Robust: A Robustness Benchmark for LLM-Based Automated Program Repair Unified Pre-training for Program Understanding and Generation
Reference 2
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 6c9c47fb-dddd-4592-8b7f-802bc528b7d6 · inbound
Prompt Optimization for LLM Code Generation via Reinforcement Learning Unified Pre-training for Program Understanding and Generation
Reference 1
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 1a4ab47f-e120-40f2-93b5-23248065856d · inbound
Large Language Models for Multi-Lingual Equivalent Mutant Detection: An Extended Empirical Study Unified Pre-training for Program Understanding and Generation
Reference 3
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 47e87515-c1ec-4ca1-8377-7aac210ba517 · inbound
Programmers Are Poor and Overconfident Judges of LLM-Generated Assertions Unified Pre-training for Program Understanding and Generation
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d195b08c-b812-442d-abe4-c7d35f1d6e5c · inbound
Quantize with Confidence? An Empirical Study of Quantization for Code Generation Unified Pre-training for Program Understanding and Generation
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.