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Paper Citation Record · LEDGER

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs

As of 13 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2607.23355.

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

pith.paper-citation-record.v1
2607.23355 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

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measured 59 of 59 standing notices

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Reference resolution

59 of 59 outbound references displayed

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Outbound references

Observation 573ca246-d9a6-421f-98a0-33faa2ded5de · outbound

This paper cites In2020 IEEE 27th International Conference on Software Analysis, Evolution and Reengineering (SANER).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In2020 IEEE 27th International Conference on Software Analysis, Evolution and Reengineering (SANER)

Reference 8

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This paper cites InProceedings of SSST-8, Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation, Dekai Wu, Marine Carpuat, Xavier Carreras, and Eva Maria Vecchi (Eds.).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs InProceedings of SSST-8, Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation, Dekai Wu, Marine Carpuat, Xavier Carreras, and Eva Maria Vecchi (Eds.)

Reference 13

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This paper cites https://doi.org/10.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs https://doi.org/10

Reference 15

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This paper cites InProceedings of the 30th International Conference on Neural Information Processing Systems (Barcelona, Spain)(NIPS’16).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs InProceedings of the 30th International Conference on Neural Information Processing Systems (Barcelona, Spain)(NIPS’16)

Reference 17

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This paper cites Engg.18, 2 (apr 2013), 277–309.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs Engg.18, 2 (apr 2013), 277–309

Reference 19

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This paper cites InFindings of the Association for Computational Linguistics: EMNLP 2020, Trevor Cohn, Yulan He, and Yang Liu (Eds.).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs InFindings of the Association for Computational Linguistics: EMNLP 2020, Trevor Cohn, Yulan He, and Yang Liu (Eds.)

Reference 20

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This paper cites GraphCodeBERT: Pre-training Code Representations with Data Flow.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs GraphCodeBERT: Pre-training Code Representations with Data Flow

Reference 23

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This paper cites InProceedings of the 26th ACM SIGSOFT International Symposium on Software Testing and Analysis (Santa Barbara, CA, USA)(ISSTA 2017).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs InProceedings of the 26th ACM SIGSOFT International Symposium on Software Testing and Analysis (Santa Barbara, CA, USA)(ISSTA 2017)

Reference 24

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Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs Unresolved cited work

Reference 25

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This paper cites Empirical Software Engineering27, 6 (2022),.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs Empirical Software Engineering27, 6 (2022),

Reference 26

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This paper cites Empirical Software Engineering21 (04 2015).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs Empirical Software Engineering21 (04 2015)

Reference 28

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This paper cites In2013 10th Working Conference on Mining Software Repositories (MSR).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In2013 10th Working Conference on Mining Software Repositories (MSR)

Reference 29

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This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 30

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This paper cites https://doi.org/10.1016/j.jss.2019.110441 Proc.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs https://doi.org/10.1016/j.jss.2019.110441 Proc

Reference 32

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This paper cites https://doi.org/10.1007/s10664-012-9233-9 Huzefa Kagdi, Malcom Gethers, Denys Poshyvanyk, and Michael L.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs https://doi.org/10.1007/s10664-012-9233-9 Huzefa Kagdi, Malcom Gethers, Denys Poshyvanyk, and Michael L

Reference 33

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This paper cites In2010 17th Working Conference on Reverse Engineering.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In2010 17th Working Conference on Reverse Engineering

Reference 34

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This paper cites InProceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), Alessandro Moschitti, Bo Pang, and Walter Daelemans (Eds.).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs InProceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), Alessandro Moschitti, Bo Pang, and Walter Daelemans (Eds.)

Reference 35

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Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In5th International Conference on Learning Representations, ICLR 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings

Reference 36

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This paper cites In Proceedings of the 22nd International Conference on Program Comprehension(Hyderabad, India)(ICPC 2014).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In Proceedings of the 22nd International Conference on Program Comprehension(Hyderabad, India)(ICPC 2014)

Reference 37

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This paper cites In 2016 23rd Asia-Pacific Software Engineering Conference (APSEC).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In 2016 23rd Asia-Pacific Software Engineering Conference (APSEC)

Reference 38

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This paper cites InProceedings of the 29th ACM/IEEE International Conference on Automated Software Engineering(Vasteras, Sweden)(ASE ’14).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs InProceedings of the 29th ACM/IEEE International Conference on Automated Software Engineering(Vasteras, Sweden)(ASE ’14)

Reference 39

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This paper cites https://doi.org/10.1109/ICSM.2012.6405270 Quoc V.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs https://doi.org/10.1109/ICSM.2012.6405270 Quoc V

Reference 40

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Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs Distributed Representations of Sentences and Documents

Reference 41

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Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs Software Testing, Verification and Reliability23 (12 2013)

Reference 42

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This paper cites In7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9,.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9,

Reference 43

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Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Reference 44

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Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs Efficient Estimation of Word Representations in Vector Space

Reference 45

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This paper cites https: //doi.org/10.1007/s10664-020-09823-w Hoan Anh Nguyen, Anh Tuan Nguyen, and Tien N.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs https: //doi.org/10.1007/s10664-020-09823-w Hoan Anh Nguyen, Anh Tuan Nguyen, and Tien N

Reference 46

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This paper cites In2013 IEEE 24th International Symposium on Software Reliability Engineering (ISSRE).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In2013 IEEE 24th International Symposium on Software Reliability Engineering (ISSRE)

Reference 47

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Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Reference 49

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This paper cites In2008 1st International Conference on Software Testing, Verification, and Validation.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In2008 1st International Conference on Software Testing, Verification, and Validation

Reference 50

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This paper cites https://doi.org/10.1109/TSE.2010.81 Jeffrey Svajlenko, Judith F.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs https://doi.org/10.1109/TSE.2010.81 Jeffrey Svajlenko, Judith F

Reference 51

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Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In2014 IEEE International Conference on Software Maintenance and Evolution

Reference 52

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This paper cites InProceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering(Cary, North Carolina)(FSE ’12).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs InProceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering(Cary, North Carolina)(FSE ’12)

Reference 53

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Observation e3cbf759-4fb7-404d-aa73-494c4e64905a · outbound

This paper cites InProceedings of the 2010 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement(Bolzano-Bozen, Italy)(ESEM ’10).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs InProceedings of the 2010 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement(Bolzano-Bozen, Italy)(ESEM ’10)

Reference 54

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Observation 911f0cfd-b195-4dc6-be1e-028eb9ef4b47 · outbound

This paper cites https://proceedings.neurips.cc/paper_files/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf Min Wang, Zeqi Lin, Yanzhen Zou, and Bing Xie.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs https://proceedings.neurips.cc/paper_files/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf Min Wang, Zeqi Lin, Yanzhen Zou, and Bing Xie

Reference 55

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Observation 9d76546a-24bb-4066-911b-8630748eb0a3 · outbound

This paper cites In2019 34th IEEE/ACM International Conference on Automated Software Engineering (ASE).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In2019 34th IEEE/ACM International Conference on Automated Software Engineering (ASE)

Reference 56

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Observation 335d09f8-c5f2-4d77-b7ed-6276c6939bb0 · outbound

This paper cites Nonlinear states and dynamics in a synthetic frequency dimension.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs Nonlinear states and dynamics in a synthetic frequency dimension

Reference 59

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Observation 91ccf603-f86a-4e00-99f9-7647df4c2a45 · outbound

This paper cites an unresolved cited work.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs Unresolved cited work

Reference 60

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Observation 80b771f4-9942-4c4e-8500-633fc9ca7b84 · outbound

This paper cites an unresolved cited work.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs Unresolved cited work

Reference 125

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source=pdf_text observed=2026-07-31T23:43:42.626078Z digest=sha256:84503b4aaafe760f863b79c1d05d665d9af3add60cddc0a38b11823cf176cd5d

Observation 8c46844e-ee00-4472-8c6b-7b3c6678ec07 · outbound

This paper cites Logic Gates based on Interaction of Counterpropagating Light in Microresonators.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs Logic Gates based on Interaction of Counterpropagating Light in Microresonators

Reference 2004

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source=pdf_text observed=2026-07-31T23:43:40.473737Z digest=sha256:5c219cd506f1ff17d99f4cd1e5b9db37c95fff3061c265a288ab5cfc1241d06b

Observation eef7ff37-049f-42be-8b78-5fb3ce49e0ed · outbound

This paper cites In12th Asia-Pacific Software Engineering Conference (APSEC’05).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In12th Asia-Pacific Software Engineering Conference (APSEC’05)

Reference 2005

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation f4362bdf-f210-453d-a63b-aef7a0a774f1 · outbound

This paper cites In2006 22nd IEEE International Conference on Software Maintenance.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In2006 22nd IEEE International Conference on Software Maintenance

Reference 2006

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-07-31T23:43:40.581946Z digest=sha256:97b19cf4405a008f44d308f5dc6c5354f576940e89daae7ad3605a4d5dff83db

Observation badd9a9d-a4b9-449b-9be0-82635d78caf9 · outbound

This paper cites InProceedings of the 8th ACM SIGPLAN-SIGSOFT Workshop on Program Analysis for Software Tools and Engineering(Atlanta, Georgia)(PASTE ’08).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs InProceedings of the 8th ACM SIGPLAN-SIGSOFT Workshop on Program Analysis for Software Tools and Engineering(Atlanta, Georgia)(PASTE ’08)

Reference 2008

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Observation 236f1b1d-54e8-4279-b4a2-0c29ba49cbbb · outbound

This paper cites https://doi.org/10.1007/s10664-008- 9088-2 Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs https://doi.org/10.1007/s10664-008- 9088-2 Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J

Reference 2009

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source=pdf_text observed=2026-07-31T23:43:44.844765Z digest=sha256:5f783c4d594ae9963586aa5fec989852f655b7b9d2a9406fbced629804db191f

Observation 26cac097-6089-424f-8eb0-d723005bef62 · outbound

This paper cites In2010 IEEE International Conference on Software Maintenance.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In2010 IEEE International Conference on Software Maintenance

Reference 2010

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source=pdf_text observed=2026-07-31T23:43:41.191434Z digest=sha256:274fe307d4d6d2302b779b86e666c2e3018831bc77a622cd5e712704fb25b8f5

Observation 6f5a6b94-2913-4be6-80bd-344e35aa08b1 · outbound

This paper cites InProceedings of the 33rd International Conference on Software Engineering(Waikiki, Honolulu, HI, USA) (ICSE ’11).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs InProceedings of the 33rd International Conference on Software Engineering(Waikiki, Honolulu, HI, USA) (ICSE ’11)

Reference 2011

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Observation b6cfa6e6-2040-4bc8-944b-f636bbf749ea · outbound

This paper cites In2012 34th International Conference on Software Engineering (ICSE).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In2012 34th International Conference on Software Engineering (ICSE)

Reference 2012

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Observation 8f751a08-992e-47a0-a8f1-dcdda29ef19f · outbound

This paper cites In2013 IEEE International Conference on Software Maintenance.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In2013 IEEE International Conference on Software Maintenance

Reference 2013

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 0f865537-0580-4719-bd50-0e132498cfa2 · outbound

This paper cites https://doi.org/10.1016/j.jss.2015.02.018 Haipeng Cai, Raul Santelices, and Siyuan Jiang.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs https://doi.org/10.1016/j.jss.2015.02.018 Haipeng Cai, Raul Santelices, and Siyuan Jiang

Reference 2015

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source=pdf_text observed=2026-07-31T23:43:41.009338Z digest=sha256:7183c5a1f04bcf1bf9636a6a1e4e5024cbe137f5ef74f78fd655ca8d2f9704e6

Observation 998a305a-a325-44a4-96d1-344c8a5eff2e · outbound

This paper cites In Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering(Singapore, Singapore) (ASE ’16).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs In Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering(Singapore, Singapore) (ASE ’16)

Reference 2016

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Observation 3e81a5ff-7bc0-4d73-b0d7-df063107d224 · outbound

This paper cites https://doi.org/10.1109/TSE.2016.2620458 Ben Breech, Anthony Danalis, Stacey Shindo, and Lori Pollock.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs https://doi.org/10.1109/TSE.2016.2620458 Ben Breech, Anthony Danalis, Stacey Shindo, and Lori Pollock

Reference 2017

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source=pdf_text observed=2026-07-31T23:43:40.322445Z digest=sha256:cc17c1806df8ef5a2a9f3244b4142b597b06a61631c2a328845aae72f11e37cf

Observation 9903a37d-84c9-4ece-9a0a-d28b353a6c01 · outbound

This paper cites SynCoBERT: Syntax-Guided Multi-Modal Contrastive Pre-Training for Code Representation.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs SynCoBERT: Syntax-Guided Multi-Modal Contrastive Pre-Training for Code Representation

Reference 2018

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source=pdf_text observed=2026-07-31T23:43:45.927675Z digest=sha256:1b6fef06f87fe4c532871a089838f8d202a3f50cf5114fe0e59280750eebf5a3

Observation ee103bdb-d714-4671-b033-5fc1761370e4 · outbound

This paper cites an unresolved cited work.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs Unresolved cited work

Reference 2019

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Observation f831cdd1-50c8-4f86-8956-2f21bb8fc13b · outbound

This paper cites InProceedings of the 34th International Conference on Neural Information Processing Systems(Vancouver, BC, Canada)(NIPS’20).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs InProceedings of the 34th International Conference on Neural Information Processing Systems(Vancouver, BC, Canada)(NIPS’20)

Reference 2020

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Observation e2e8ee85-3146-49fa-8fa1-86ef30cafbac · outbound

This paper cites InProceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs InProceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Reference 2021

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Observation dca7d408-04fd-4451-8309-ea3281fdebf9 · outbound

This paper cites InProceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Smaranda Muresan, Preslav Nakov, and Aline Villavicencio (Eds.).

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs InProceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Smaranda Muresan, Preslav Nakov, and Aline Villavicencio (Eds.)

Reference 2022

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source=pdf_text observed=2026-07-31T23:43:42.093379Z digest=sha256:04b15271aebd9ffe618674db1e7c041af9eb7dcbd3c6cbf03d67c130f1a648db

Observation 49216677-0b17-4b00-861c-5f233facd3b2 · outbound

This paper cites an unresolved cited work.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs Unresolved cited work

Reference 2024

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source=pdf_text observed=2026-07-31T23:43:41.514011Z digest=sha256:943dcb14838434912eb776c89da0912ff4e58340a2e5fd8e207dab226028a772

Observation 34db4204-1c7b-4d75-a55e-903be2fece36 · outbound

This paper cites https://doi.org/ 10.5281/zenodo.21569282.

Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs https://doi.org/ 10.5281/zenodo.21569282

Reference 2026

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doi, observed 2026-07-31T23:45:51.603718Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-07-31T23:43:46.095389Z digest=sha256:c2a27fb1702786b0d04cbfaed4e5376b8168f0d66bcb3f7dec8f2ac76d5400f9

Pith citing papers

No inbound Pith citation observations are available.