Paper Citation Record · LEDGER

CodeSCM: Causal Analysis for Multi-Modal Code Generation

As of 22 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 2 inbound Pith citation observations for arXiv:2502.05150.

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

pith.paper-citation-record.v1
2502.05150 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T20:08:13.615697Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T10:50:14.360577Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T10:53:19.580810Z

Reference resolution

56 of 56 outbound references displayed

verified exact10
verified fuzzy0
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 257c72ea-4af8-4efc-90df-08b3da3b853a · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.416793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49cef468-23a3-4eec-a77b-320749820090 · outbound

This paper cites Program Synthesis with Large Language Models.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Program Synthesis with Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.421653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41f12a6c-516b-4bd7-83f4-d9c9e064d78d · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:08:14.623026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7adee592-e937-4587-aa2c-bb1e1b2f3891 · outbound

This paper cites Qwen Technical Report.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Qwen Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.427947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c40221b-1127-46dc-858b-7ca5d669119d · outbound

This paper cites Language Models are Few-Shot Learners.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Language Models are Few-Shot Learners

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.432254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2b3839e-f188-433f-b36e-6f5ed1709cc4 · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:08:14.613001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 79c5e8d0-3465-43b9-b4ec-4216d833a708 · outbound

This paper cites Barr, Santanu Kumar Dash, Prem Devanbu, and Emily Morgan.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Barr, Santanu Kumar Dash, Prem Devanbu, and Emily Morgan

Reference 7

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T20:08:14.487728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ff540181-eaf8-4603-990c-355330c07a1d · outbound

This paper cites Jailbreaking Black Box Large Language Models in Twenty Queries.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Jailbreaking Black Box Large Language Models in Twenty Queries

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.444447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4241d3b-e8a7-434d-af14-e83726245220 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Evaluating Large Language Models Trained on Code

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.451668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 058ea824-198c-4a35-b828-6d8c96767722 · outbound

This paper cites Counterfactual Explanations for Models of Code.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Counterfactual Explanations for Models of Code

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-08T20:08:14.279509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f16f7dc2-0b94-4ee9-b2bc-d0c6ed75f711 · outbound

This paper cites Conversing with Copilot: Exploring Prompt Engineering for Solving CS1 Problems Using Natural Language.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Conversing with Copilot: Exploring Prompt Engineering for Solving CS1 Problems Using Natural Language

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-08T20:08:14.266675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cf68329d-4629-4286-ad7e-3400c96123d3 · outbound

This paper cites Program Synthesis using Natural Language.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Program Synthesis using Natural Language

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.461574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 033bc9bc-7e84-43be-9429-f4a86e300099 · outbound

This paper cites Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.464958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4725494-3b5c-412b-b1e3-00ed8ada597f · outbound

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

CodeSCM: Causal Analysis for Multi-Modal Code Generation CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.469380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e1b653d-da42-456a-ac66-82a4c5d07d74 · outbound

This paper cites Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.472454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00ace444-0185-44f2-bc59-bfcd499a8522 · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:08:14.604165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b13e3e4f-0a91-4069-94bc-9039950465a5 · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 18

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T20:08:14.223933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 66f40e4e-ffb6-4cae-bf55-d6124b623a1a · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.481655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d7ca44e-3e70-4687-a8ed-fab35c454185 · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-08-08T20:08:13.643079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 150564fd-15af-4f84-992c-477a5de759da · outbound

This paper cites DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation.

CodeSCM: Causal Analysis for Multi-Modal Code Generation DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.488222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b2c6002-2a2b-4add-b994-133dc07211bf · outbound

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

CodeSCM: Causal Analysis for Multi-Modal Code Generation StarCoder: may the source be with you!

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.492137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c5745bf-1e34-4381-9fa9-97e23d6b0d9a · outbound

This paper cites Competition-Level Code Generation with AlphaCode.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Competition-Level Code Generation with AlphaCode

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.495668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09d68b39-9e05-4d68-b832-c76b02ed821d · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.499057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92fc377b-b5d7-47d3-92a6-41e89904cb66 · outbound

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

CodeSCM: Causal Analysis for Multi-Modal Code Generation Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.502210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 116f9676-0e60-45c5-a329-18958f438b04 · outbound

This paper cites Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.504805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4d4c190-b104-4c46-9d17-62449f19df18 · outbound

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

CodeSCM: Causal Analysis for Multi-Modal Code Generation CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.507910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c413564-3bc4-4cdb-90b1-af0652bd5833 · outbound

This paper cites WizardCoder: Empowering Code Large Language Models with Evol-Instruct.

CodeSCM: Causal Analysis for Multi-Modal Code Generation WizardCoder: Empowering Code Large Language Models with Evol-Instruct

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.511060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac36b53c-aee5-4996-926b-5e6c102394b4 · outbound

This paper cites Intent Detection and Entity Extraction from BioMedical Literature.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Intent Detection and Entity Extraction from BioMedical Literature

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-08T20:08:14.135193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 99e8f871-15ab-4b19-ae32-a856c015bfbb · outbound

This paper cites CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis.

CodeSCM: Causal Analysis for Multi-Modal Code Generation CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.517964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c6a1e6c-bbfe-4d3f-b04e-46614b4fd71a · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.521612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2967398a-b8a6-45a3-9023-6558d3f7ca8a · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:08:14.584415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2756e309-7f38-47d1-a561-f8d7354300ff · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.528958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2bd24d7-17f5-4780-8d5d-cdca1e12fa68 · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:08:14.570875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a3e903ed-a7d4-477d-8ebf-f215e1d49a8c · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:08:14.561454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f78df958-fe5b-4a4f-bc16-915c79ca6582 · outbound

This paper cites An Isotropy Analysis in the Multilingual BERT Embedding Space.

CodeSCM: Causal Analysis for Multi-Modal Code Generation An Isotropy Analysis in the Multilingual BERT Embedding Space

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-08-08T20:08:13.987549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 19686d5c-e433-4bfb-a800-6e89f58bfb2c · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:08:14.552469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 89bb5b6a-6bea-4b2d-a0fe-80c19d82795b · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:08:14.542559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8ecd46b8-058c-4f5f-b65d-76604717b737 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Code Llama: Open Foundation Models for Code

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.549666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0441053-09e6-4cd6-ab56-93da98c43b82 · outbound

This paper cites Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.553448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9e4f491-3168-4c1a-84c6-40a505211e29 · outbound

This paper cites AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts.

CodeSCM: Causal Analysis for Multi-Modal Code Generation AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.556834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b6e33af-0921-4245-8f75-01e7a5f4bf2e · outbound

This paper cites A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models.

CodeSCM: Causal Analysis for Multi-Modal Code Generation A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.561342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 881b66e3-482c-4613-ab70-bd848b6a8239 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.564729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6db3cef-de3c-4bce-abe6-7c5c3b631a11 · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.569219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0263020d-d4d8-4afe-b745-c6c7291b2158 · outbound

This paper cites CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.

CodeSCM: Causal Analysis for Multi-Modal Code Generation CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.572313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99552bce-6144-454f-8217-8c09b21b28f7 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.575653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b83d5ef-48a3-4636-bcd8-0ba06aae57cc · outbound

This paper cites Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.579248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26ecceba-27c4-438b-a5a1-39541234d5f2 · outbound

This paper cites A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT.

CodeSCM: Causal Analysis for Multi-Modal Code Generation A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.581756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08f48bc7-61d6-422c-97e2-b818f7819107 · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:08:14.529643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2863d6f8-4316-4701-aee5-6641a5547da0 · outbound

This paper cites PC-Fairness: A Unified Framework for Measuring Causality-based Fairness.

CodeSCM: Causal Analysis for Multi-Modal Code Generation PC-Fairness: A Unified Framework for Measuring Causality-based Fairness

Reference 50

Resolution: verified exact; local_arxiv, observed 2026-08-08T20:08:13.900863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6d48155a-2f4f-4000-b093-53a8bcbc8ee0 · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.592753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a04b4a3d-115c-486b-9d02-30a76d3447e3 · outbound

This paper cites an unresolved cited work.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Unresolved cited work

Reference 52

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T20:08:13.874017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d92a73b2-6739-4d03-8179-f9e88da87bef · outbound

This paper cites Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation.

CodeSCM: Causal Analysis for Multi-Modal Code Generation Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation

Reference 53

Resolution: verified exact; local_arxiv, observed 2026-08-08T20:08:13.679840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cfbb0258-1cdc-4033-91d5-b4190fddb289 · outbound

This paper cites PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts.

CodeSCM: Causal Analysis for Multi-Modal Code Generation PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.602909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66884aaa-7cfe-40ed-9fd9-444b8edc8f4f · outbound

This paper cites DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence.

CodeSCM: Causal Analysis for Multi-Modal Code Generation DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.606705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d8233fa-8dd3-4567-8040-a915472a2ab6 · outbound

This paper cites online" 'onlinestring :=.

CodeSCM: Causal Analysis for Multi-Modal Code Generation online" 'onlinestring :=

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.610547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31c3175a-0954-40e3-b3ed-4f66c849cc84 · outbound

This paper cites write newline.

CodeSCM: Causal Analysis for Multi-Modal Code Generation write newline

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:13.615697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ff0bcfc8-5e76-4c98-a494-858483939abd · inbound

XOXO: Stealthy Cross-Origin Context Poisoning Attacks against AI Coding Assistants cites this paper.

XOXO: Stealthy Cross-Origin Context Poisoning Attacks against AI Coding Assistants CodeSCM: Causal Analysis for Multi-Modal Code Generation

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-22T23:57:17.120117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0e858dfc-e635-4553-9daa-472601251952 · inbound

Rethinking Software Empirical Studies with Structural Causal Models cites this paper.

Rethinking Software Empirical Studies with Structural Causal Models CodeSCM: Causal Analysis for Multi-Modal Code Generation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-06-29T10:53:19.582376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.