Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:24:18.426521Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2501.05062.
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, observed 2026-08-10T21:24:18.426521Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation bdfd2f80-dbd0-4a98-83d3-faa15960dd18 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Github copilot https://copilot.github.com
Reference 1
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 8893970f-7d61-47cb-ba4e-c52f874a8304 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Unresolved cited work
Reference 2
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 f77974e0-000d-484d-89e3-723321a42c89 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Unresolved cited work
Reference 3
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 fdbb0788-e925-4b01-8ef0-1bb86c1bb7b6 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Context-aware code recommen- dation in intellij IDEA,
Reference 4
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 e9954fbf-e182-4bc6-8770-da523339e886 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information code2seq: Generating sequences from structured representations of code,
Reference 5
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 0334db0a-0660-48ce-86ac-85527b4b7d2e · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Structural language models of code,
Reference 6
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 63a3ed45-b0a7-4027-956b-b80d7706046c · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Context- sensitive code completion tool for better API usability,
Reference 7
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 551c0c1c-983a-425c-9bc4-b84df1df9e59 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information A simple, efficient, context-sensitive approach for code comple- tion,
Reference 8
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 96c2e0b1-ddee-436c-bb4b-1f732564a22d · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Replication package https://github.com/completion-context/ completion-context-replication
Reference 9
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 13716937-bdab-4133-99cf-6f413c29b83a · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Learning autocompletion from real-world datasets,
Reference 10
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 1e9904a4-f296-4c10-ac6e-62fcb5f5c045 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Learning from examples to improve code completion systems,
Reference 11
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 0fc0e41d-c123-4558-a0dd-6d8c882f4e96 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Evaluating Large Language Models Trained on Code
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73ef5ed8-4c7d-4ad0-83c2-b17035835e93 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information An Empirical Study on the Usage of Transformer Models for Code Completion
Reference 13
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 c0a806c2-6c9a-40fc-a06c-b025bbe3369e · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information An empirical study on the usage of BERT models for code completion,
Reference 14
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 ae48622c-fe72-4a8a-a1d4-2384399248aa · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Smart formatter: Learning coding style from existing source code,
Reference 15
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 5574e3b1-ef84-4d21-a4d5-64e4db923a2a · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Sampling Projects in GitHub for MSR Studies
Reference 16
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 31db0b92-6237-43bf-96d5-9058d909e3f5 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Collective intelligence for smarter API recommendations in python,
Reference 17
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 bc84dab8-f1df-4c7d-931a-3a82e0e12bac · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Crystalbleu: precisely and efficiently measuring the similarity of code,
Reference 18
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 4b03682e-5fa4-4a20-a349-d95121f71962 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Codebert: A pre-trained model for programming and natural languages,
Reference 19
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 000534d0-24d0-4249-bc94-7c3572973420 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information A new algorithm for data compression,
Reference 20
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 61d72944-cac4-4888-a3ef-5f36702c9ada · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Google colab https://colab.research.google.com/
Reference 21
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 ae4c2cef-0fc2-4eec-b46a-3ca37310c24c · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information java-callgraph https://github. com/gousiosg/java-callgraph
Reference 22
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 fd3f52ed-d768-44b4-9266-0386d14daba0 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Graphcodebert: Pre-training code representations with data flow,
Reference 23
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 44219ba4-f307-43fc-a5a1-4521c5039d47 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Complete completion us- ing types and weights,
Reference 24
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 9dbe7f0f-b90b-4093-be3a-29e40db24274 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Jaccard distance (jaccard index, jaccard similarity coefficient),
Reference 25
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 38797825-216d-402f-bdb7-453a52908a36 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Identifier-based context-dependent API method recommendation,
Reference 26
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 e9eeabdd-49bc-4818-a226-fb23f5edb021 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Are deep neural networks the best choice for modeling source code?
Reference 27
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 57e1cc97-7ad3-4ecd-af55-c69c099a53a0 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information On the naturalness of software,
Reference 28
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 af575ffe-1e75-41f5-9c48-849c31788bc1 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Linking developer experience to coding style in open-source repositories,
Reference 29
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 8088525a-3983-4ea1-9cdd-426adc9a7cb6 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information A simple sequentially rejective multiple test procedure,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eeb7a781-e863-453c-bb62-5942a63f78e7 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Codefill: Multi-token code completion by jointly learning from structure and naming sequences,
Reference 31
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 ed946c4f-3ce6-458d-9954-f49188c0d15e · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Maybe Deep Neural Networks are the Best Choice for Modeling Source Code
Reference 32
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 27887c17-0338-4dc2-bc1e-1734a80cce38 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f07ea5be-60d2-4845-9c99-e72993ebad68 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information A proposal of code completion problem for java programming learning assistant system,
Reference 34
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 0a30f099-06cc-4fda-85fb-3b5e445bee3d · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Note on the sampling error of the difference between correlated proportions or percentages,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a046f0da-e9af-4b43-96ab-d7a9f90abd6a · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Beyond integrated development environments: adding context to software development,
Reference 36
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 af53a82a-73d6-4605-a018-6068fedcc15c · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Graph-based pattern-oriented, context-sensitive source code completion,
Reference 37
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 5d9fca50-744e-4c5d-b85f-ab8aa9031780 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Type-directed completion of partial expressions,
Reference 38
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 cc9f450f-7449-4263-9400-2bbc3ff535fc · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Intelligent code completion with bayesian networks,
Reference 39
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 9d6a670e-f5d7-4cd3-93f0-56dd99bdc30f · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Exploring the limits of transfer learning with a unified text-to-text transformer,
Reference 40
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 d3b6282d-be4e-446d-b3c6-ce8df38dc1d9 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Exploring the limits of transfer learning with a unified text-to-text transformer,
Reference 41
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 c5a80217-b1ae-426d-aaa4-8ff3fdfef3cc · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Improving code completion with program history,
Reference 42
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 f77c348d-b975-41d1-8124-4b1a391332cd · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Structured design,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12ce5e8e-f271-4147-866b-7ff3e319f6be · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Intellicode compose: code generation using transformer,
Reference 44
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 c831ce59-044c-476a-aca3-7391219b39c9 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Adding context to source code representations for deep learning,
Reference 45
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 cac1ed06-01d3-468a-91d0-45675bb9a731 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information On the localness of software,
Reference 46
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 56cf54df-89e5-42dd-a4ea-60212e12de2e · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Unit Test Case Generation with Transformers and Focal Context
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8779f05-9adf-4b23-a278-87ea05fd9fb0 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98c20be7-677a-4c74-af2d-1de704f33605 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Towards Full-line Code Completion with Neural Language Models
Reference 49
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 da65cee4-fb24-42f8-a7ed-135c883a86f3 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information CodeT5: Identifier-aware unified pre-trained encoder-decoder models for code understanding and generation,
Reference 50
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 e6002f91-12b6-4436-bb42-a41c58c5f701 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Siri, write the next method,
Reference 51
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 338d8ac4-f0f3-4bb4-8188-890272305b57 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Improve language modelling for code comple- tion by tree language model with tree encoding of context (S),
Reference 52
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 05cd3591-c8d5-4545-849c-7c86f5857ae7 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Improve language modelling for code completion through learn- ing general token repetition of source code,
Reference 53
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 4a4d5fc1-e821-4778-a003-01f99c05e835 · outbound
Deep Learning-based Code Completion: On the Impact on Performance of Contextual Information Apimatchmaker: Matching the right apis for supporting the development of android apps,
Reference 54
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.
No inbound Pith citation observations are available.