Pith. sign in

Paper Citation Record · LEDGER

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities

As of 19 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 0 inbound Pith citation observations for arXiv:2501.13742.

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

pith.paper-citation-record.v1
2501.13742 v1

Coverage vector

measured 81 of 81 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:43:03.368913Z

measured 81 of 81 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

81 of 81 outbound references displayed

  • verified exact1
  • verified fuzzy14
  • unresolved66
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 02d84f76-499b-4333-aed4-bb20810cbfcf · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.006220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.006220Z digest=sha256:1ccbf84d632ce7a8f2b871054c7b0cbfddd38760a5d212a8a2adb129a58f66ff

Observation 94859f8f-46da-4e46-8b72-3d3fcacc67fe · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.680425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.012467Z digest=sha256:fbbce885aa092d11008c4cb2e6f02b27ac49b3c9c8ae0f03a529055e5b0e1f82

Observation 064b47f1-76e6-49a1-a44f-38bc17725d4b · outbound

This paper cites Program Synthesis with Large Language Models.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Program Synthesis with Large Language Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.017386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.017386Z digest=sha256:8dd7534291a75e76ac8afb6e3acc85526fe1618756314eba8b12aae86bffc9fb

Observation 07fbfc32-74df-4970-beaa-369ce2b3bde6 · outbound

This paper cites CodePlan: Repository-level Coding using LLMs and Planning.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities CodePlan: Repository-level Coding using LLMs and Planning

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.022517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.022517Z digest=sha256:5ab91f3059799a90e46de2a30f26a854eba0c5eb16125565a7bbbd51a51ea9e2

Observation 89818690-6712-48b7-9bef-ea0c78aabcb7 · outbound

This paper cites MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.027496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.027496Z digest=sha256:cef622d06973176e237d83ee96bfb129014f676172a85dbaf3f261d8f3b59a7b

Observation 713cd56f-6107-4c51-8103-c29fb9a702bd · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.666727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.032459Z digest=sha256:c3f894c31c0b177588b0bcbe25d0e9758d0d5251ca7ba7c4c47b524b68e6e790

Observation 382b3e63-f84d-48fc-8cd0-b10b4bf0cbd2 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.651418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.037688Z digest=sha256:5021959ba179569d5a10497a6e277dd23421c3d639024868e89a47de6762fa5f

Observation cfbd46be-4877-4866-84af-7674c47d778a · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.636702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.042671Z digest=sha256:1190c113761586fdad900e560e94d4d3be2765d239beeb99add2637dc3edd296

Observation 5ec6646b-9b84-4d53-8fe6-2b38262dc650 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Evaluating Large Language Models Trained on Code

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.047026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.047026Z digest=sha256:7ced3065ceb0130f7310db6789f20a173ca1e0946466e26a6746ed94c713ce9d

Observation 975c629c-4f31-4fc7-890e-c9eaaf698027 · outbound

This paper cites Unified Active Retrieval for Retrieval Augmented Generation.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unified Active Retrieval for Retrieval Augmented Generation

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.052045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.052045Z digest=sha256:ba536ba2bc15421a16689e8f7df71cc8d8efa4910eba6f61d10b61252cceef3d

Observation bad4a7f0-7469-42da-9782-488f6b576586 · outbound

This paper cites PanGu-Coder: Program Synthesis with Function-Level Language Modeling.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities PanGu-Coder: Program Synthesis with Function-Level Language Modeling

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.056757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.056757Z digest=sha256:6b27a6a6c5010e20bf1c097349a6e0e4cc12fc36cd22a821ce1a67b220502d9a

Observation 96493211-8e98-44f8-9b65-e40b3d19b562 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.622866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.061586Z digest=sha256:2f54c878b18c23af07c541afebdfccc9e2f12baacadb34e13321ed11a0d90862

Observation 7594dfa3-da00-4a25-8777-f8d8b8c801ab · outbound

This paper cites Dahl, Madeleine Bates, Michael Brown, William M.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Dahl, Madeleine Bates, Michael Brown, William M

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:43:04.608225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.065929Z digest=sha256:1257f2110fc135e45882769001f123683025d061a8774878aeb919848c69e4c2

Observation bdf8c764-c2a5-45cf-a764-6a635ee48561 · outbound

This paper cites Generating Code with the Help of Retrieved Template Functions and Stack Overflow Answers.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Generating Code with the Help of Retrieved Template Functions and Stack Overflow Answers

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.070207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.070207Z digest=sha256:ac63f191a352ec8745e371d3bbb32388b220204a853d388992e491dbca9494b0

Observation 794695cd-97da-44f7-b702-dc11ef3147c9 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.592881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.074778Z digest=sha256:12a004a09e0b6ba2153ee8412ec75687104ae3ed0b23bec37f62f8402b9df7b7

Observation 1bb0dd05-dd3a-4781-b8e4-a96c9e725328 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.578862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.079280Z digest=sha256:056205adc5849d29baa41509f1900569981e5f58e85d2735f565d420a481922c

Observation cd2a570d-ec50-4954-be39-f31df2829aa7 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.563670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.083766Z digest=sha256:4052c0109727277c002d7bd100ffdf8f56a3f7acf4bb14288ebad504193f463e

Observation 63c836bb-c0a6-4d6a-829b-814fadcdfd0f · outbound

This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.088318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.088318Z digest=sha256:133b2c4dc7094d666cc79f260650f683ec55f669feb824a7374e3146bfb36f97

Observation 9b7fcf69-b4ed-4780-b919-d8e70d8192d2 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.548226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.092919Z digest=sha256:23f22262689bea5f5c410a4ac497b39352401f05391f6be7d6d2ba49a1c78c13

Observation 839f87fc-6ba3-40c1-8149-c5bf4c87e608 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.097040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.097040Z digest=sha256:25cbf38777791d2c67f6fd9cbfb89e1f9d7da325b1c780006f415f76bda6cfe6

Observation 5e1c3db8-092d-47d3-a5b5-ffd71059f64f · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.532534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.101267Z digest=sha256:3132c0aaf2a17629932267ea659452fa95e41879ac523cafef525f871fdc22c3

Observation 3d15751b-4acb-4e2f-a8ea-32aa0167b248 · outbound

This paper cites Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, and Ming Zhou.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, and Ming Zhou

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:43:04.518432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.105543Z digest=sha256:6165ec207b1148641ecdc1c20269e8649cae09faca4445e314013a02a73e87cd

Observation 4373286f-5c64-46ce-8ef0-700654e44ffa · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.109834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.109834Z digest=sha256:3db1f54fe7a231611cb81aff75ab3967ed677bfbe023b5a3fe01947cf9aa5c49

Observation 5d6505cc-d0f7-4ac8-bd7c-90d1188dabb4 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.504685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.114354Z digest=sha256:1f97d0eb4dfd4d96362a76d34ee517817d006a6327dc0e9ca9e310e9596f0e9a

Observation 9ed2a184-33ba-49dc-89ce-a83283864550 · outbound

This paper cites Hashimoto, Kelvin Guu, Yonatan Oren, and Percy Liang.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Hashimoto, Kelvin Guu, Yonatan Oren, and Percy Liang

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:43:04.490607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.118781Z digest=sha256:4aedbf384220623953bc7dd73e9416123cf0a56e76f3eb593de16e5307c96e64

Observation b0f53c0a-60fa-4866-aedb-cd0d4ba2fd16 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.476652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.123036Z digest=sha256:eb7480b9db249ed868fd52cd02b83a0c58724c4395fba0ff8ad551a615301952

Observation 4247a594-9334-4f04-adcb-e85a6350cdbe · outbound

This paper cites Girshick.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Girshick

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:43:04.447680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.131967Z digest=sha256:5be524a58acd26fc292b59cb076a484db519b9569c29ecb2dc4601c6cf12eef3

Observation 1ee56d40-31a9-44fe-8cb7-816e044cc3a1 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.433897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.136142Z digest=sha256:9e2b678916131b5d7d323084b5f19cc4fb59c6925c8056ff3e4f76823b8f1547

Observation 4e145be7-b7d0-4ca4-b326-b8c78670d471 · outbound

This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.140509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.140509Z digest=sha256:50559868c7a736a8765152b45802ca31ac082fd01627c7f0e94c2c945064f67f

Observation a5253471-b7b8-4cfc-b4af-b49f392346b8 · outbound

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

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.145273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.145273Z digest=sha256:37a2b8556706abc4bec6d175d29b0a8ad265accfbe337af193da05bd37358c27

Observation f135b9dc-3ada-4529-9e36-f6807206f860 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.417024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.149720Z digest=sha256:1b2e660711de5662a355aaacaf756150846152a6f9d8ef24fee482c6f6664f4e

Observation 14b72172-a2cf-4fe5-af0b-75038b8c45b4 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.401455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.153991Z digest=sha256:3627ee0badb5e499faea76d52c3cf5f5d1982d1bcc98b9cc2d736b1ca25a7266

Observation f911c28d-815b-44f0-b165-235604f42f83 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.386049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.158951Z digest=sha256:0970a8401de5bc40c0b8f17906bff8abc83b0742112ed8f6c8d6f5c39c7b960c

Observation 0f67be9e-aae2-44de-95e7-47916ddbd358 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.163641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.163641Z digest=sha256:e1d2855f4ebbd9603c700eb65ec2b7f190d53b75215c3d82fa681fef17432329

Observation c2ffe0e3-a8a9-42ea-814b-a0bd462e58de · outbound

This paper cites Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, and Graham Neubig.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, and Graham Neubig

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:43:04.370261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.168404Z digest=sha256:cbdca84e820cf32a231aefc5d825e8b87bbfe4895a4329c550f6a69ec361c48f

Observation eb219c63-048e-4791-92fa-3ad69f28bc97 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.352548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.173164Z digest=sha256:31ed48dcdcef3c922b008ce15da3f349f2ecc92db40ac2c621f36a798c600919

Observation 21378ef4-0192-4628-8433-1c90dbbb3c0f · outbound

This paper cites Fabbri, Caiming Xiong, Shafiq Joty, and Chien- Sheng Wu.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Fabbri, Caiming Xiong, Shafiq Joty, and Chien- Sheng Wu

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:43:04.337094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.177631Z digest=sha256:bf9853076155f8451bf65a011852580df4ade147a779e5b922e6c5884334c33d

Observation 7d0d347b-6bac-4da3-9769-3a9901151176 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.321826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.182115Z digest=sha256:1cabe867293bc9d5765ef6b223414449e62a13b7e2b1aa78399319fa30701427

Observation 8e7e1df0-56f8-448b-9f23-76460d933a88 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.306417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.186595Z digest=sha256:4fef2e8ec523602f2df9a76873d5a0e12d1903b918ea15d5a3d703bf29f18cf8

Observation 8f74c53b-3906-46e1-b5de-54940ef7aa09 · outbound

This paper cites Structured Chain-of-Thought Prompting for Code Generation.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Structured Chain-of-Thought Prompting for Code Generation

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.190960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.190960Z digest=sha256:18fc5d6947ef50c901e2c5b49cc285ca4730421c3d0e421fe892ac7fa30822cf

Observation bf97d694-b3d0-4551-919e-2feb7961153d · outbound

This paper cites SkCoder: A Sketch-based Approach for Automatic Code Generation.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities SkCoder: A Sketch-based Approach for Automatic Code Generation

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-08-10T15:43:03.563619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.195972Z digest=sha256:921138e877298e687f053c13ccf7db5984fc6173f6cae064e04286ebf2016d2f

Observation c65ff91d-e78b-4bd7-9a40-bcd13889c1a8 · outbound

This paper cites AceCoder: Utilizing Existing Code to Enhance Code Generation.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities AceCoder: Utilizing Existing Code to Enhance Code Generation

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.200420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.200420Z digest=sha256:9c8016b65bae123dbaee778bb6b39d0213b360005a60e7567c6f4b929e2ad9c1

Observation 949d7e76-a6a3-4171-bbe6-40034918dfcc · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.290706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.205063Z digest=sha256:1fca926ad6d73315ca82b0610e0deddd92c87adf33755c1007f5f9ce77c9e1e0

Observation 13378cad-0248-4fa9-8bec-d48a39e3d993 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.209226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.209226Z digest=sha256:7d1e7634a62e4c9a58f978e8e7a3f654f8a6ac9f70fcbdea31c3a50113c32686

Observation 56bc5901-58d9-4836-92b5-6bbbd03b56b6 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.262797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.213591Z digest=sha256:ea39974bec4c8f40e3502b06c1f1b2a8002b7a57659fd9b16bf7e2190d6cde4a

Observation 804d17b6-dc97-41d5-b1e5-918aba92e372 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.245635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.217709Z digest=sha256:be558ae07f5fbf57ae3da1c6f9e66d0bd78be93715152ec22a4f2afc5f1dee4a

Observation e5ec809d-d915-44b6-996f-6739653b163c · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.221959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.221959Z digest=sha256:b32c6cd44a4b0445101aa7de1d5e50abf2bd158603fac2e2eb612694cc0f11bf

Observation 026bbf01-95cf-40b0-af20-ac59737c35c9 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.229144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.226388Z digest=sha256:911dd9c091b35c1192cfb0ce445f8c2d74933ccea8d38f3a1b6fa99da1f48bd1

Observation c62471f2-7e57-4676-9fcc-993ce70f1f10 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.206376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.231075Z digest=sha256:f14e738979267dcdbb52e17aff94c5f59b9267781ea18a58a6de586923e97b6f

Observation d20f1990-ecd4-4c99-bf3e-a7b2a7160e8d · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.189004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.235455Z digest=sha256:d7c89a9f94c4e7ae042f2c1fde056559e8bb54fc63b85ad197c3ebaa298c660a

Observation 4afdfb40-a503-475e-bc03-cca9f2c39d8f · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.172565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.239634Z digest=sha256:929532a11448620871ac269c7b21d27965f3ce95610cdf67f2b8de0a7cf9ba41

Observation 3db45219-c62d-48cb-9944-a102217fc69b · outbound

This paper cites GPT-4 Technical Report.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities GPT-4 Technical Report

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.243996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.243996Z digest=sha256:97ddeb65f6b4c900aff17b62e91983a4bc70a93bb90c0b72bc26992d87196bcf

Observation 130d96eb-1246-427b-bc30-4f1140fa08fd · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.248220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.248220Z digest=sha256:b5ad5695f94efa5ec09527a2e82f2ad1627e2170e3ea612b6ca9d6896a7a3d01

Observation be0e2b0b-839c-42c7-97dc-8b5a9432049e · outbound

This paper cites Rizwan Parvez, Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, and Kai-Wei Chang.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Rizwan Parvez, Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, and Kai-Wei Chang

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:43:04.143884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.252576Z digest=sha256:2666da9348fb7c49a9da2c8e78373b9528d13ee84b87c2e2883d36be584ba9da

Observation 8f2b7af6-f584-41d8-b8c8-91cbb8ba48bb · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.127279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.257223Z digest=sha256:73fb36392290bbb3e8a7b13f206aeff6ef8a641e84bd970204c1fa0143b1fae9

Observation 27691d7b-a54f-48d3-8b42-31fd063c1a63 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.261529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.261529Z digest=sha256:2fc3a29bcea2cccf59545d8df49099291a1cc8cf6a9132b74655449997b96df8

Observation 236ce1c5-1ed1-4fcd-b4c2-c53d23c7b943 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.099122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.266342Z digest=sha256:f31601d0ad391741bc93193972fa9444719338d9659ebe8716ac2d875a122321

Observation eb8c9cec-dc8d-4cce-9587-fdae9a04d0ab · outbound

This paper cites CodeBLEU: a Method for Automatic Evaluation of Code Synthesis.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities CodeBLEU: a Method for Automatic Evaluation of Code Synthesis

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.270669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.270669Z digest=sha256:61716d916df334050fcb8202628c251f03ce1a86784bfb2b4aeabaa0cbdceb6f

Observation 6f78df1b-4ed7-4041-ada5-96fadb1b0fd6 · outbound

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

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Code Llama: Open Foundation Models for Code

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.275231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.275231Z digest=sha256:7b21cd4af59f43f581f3eacf91f9ab81498e5b13a459eb4576cbb675b9cce59f

Observation 2dd48957-c743-440e-8503-d22a49ee58a6 · outbound

This paper cites CoCoSoDa: Effective Contrastive Learning for Code Search.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities CoCoSoDa: Effective Contrastive Learning for Code Search

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.279857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.279857Z digest=sha256:394f6a861977134566ef88e6b685cb48ca936a1719bb305c2970ce3ea4533cb9

Observation 827a701f-71c8-471e-8ed1-eee766bc75d8 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.082206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.284287Z digest=sha256:a860f1c28dfdd3f5333baf1621187d03f401a02ddfb709c1358c4db03e37319a

Observation c84f7aef-a6d7-4b71-ac1b-92ceb0d21b9f · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.054950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.288596Z digest=sha256:476d0006295206eea6b8c135da0a213b94adc535ce293b2aff80fd5ff412e11b

Observation a0c2169e-ee97-4030-829e-9b832de5bf6e · outbound

This paper cites BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.292964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.292964Z digest=sha256:f03300e10b6c3130c8cdb069c5cd4c14047c9943e8fa537186964866f4099883

Observation d30ad73b-b116-416b-b15d-44ea20c4126d · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:04.039680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.297742Z digest=sha256:0e59390ce091cb5b172fc319cb1b920edbcf57061e9623f03eedd179c78df2ef

Observation cf74f76a-6a61-419d-9e21-3a9f5e8eedaf · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.302403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.302403Z digest=sha256:b8f3d28c63044363cd76ef28df0bfa4e40308eaff9afbe1178cd10324bab4558

Observation c0f5b2b5-ee53-4132-bf46-91d69e356ca5 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.306802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.306802Z digest=sha256:110eefc775f986cd91f8d39f7acd87864be60ec87dc8203ae9076136498647f6

Observation 1ff94d33-86db-4974-8301-0276cfd2fb58 · outbound

This paper cites CodeT5+: Open Code Large Language Models for Code Understanding and Generation.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities CodeT5+: Open Code Large Language Models for Code Understanding and Generation

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.315693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.315693Z digest=sha256:b4bf1d285254dc79b461028e3528b11120e3c0406f36b15d76cdc7955ca04d13

Observation afcac52f-f927-4b10-a7f7-e933e3dfad8a · outbound

This paper cites Joty, and Steven C.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Joty, and Steven C

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:43:03.991886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.320164Z digest=sha256:12d05b4b52ab45ae0e935603e4fc3b9a5a817ad27dee5d3ddbb95c940e805350

Observation 6bf94a8c-98ef-46e4-b29c-f3fc0afcd0a1 · outbound

This paper cites Xu, and Graham Neubig.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Xu, and Graham Neubig

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:43:03.977583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.324721Z digest=sha256:9b420517c80a5bf0d68d91f791c8e33e37d7fa22558d2bec155f1e5ae781b3cf

Observation 8b2517ac-a174-4abf-8f75-eb87b3475da2 · outbound

This paper cites Repoformer: Selective Retrieval for Repository-Level Code Completion.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Repoformer: Selective Retrieval for Repository-Level Code Completion

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.329026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.329026Z digest=sha256:f7e5e88b82d1ebd218de6c57b522692c89229cfee1954e1ccb22df716c0efbfe

Observation 54d236bf-ce98-4639-8819-d6494f9bc137 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:03.963238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.333890Z digest=sha256:5d32f2f8d9e0e3af1f5b3630400bc6a16861beedf2f22a6fde4584c20a09565c

Observation 10a66182-52ca-4380-9cfe-3f35881bfd4c · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:03.949017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.338509Z digest=sha256:46c073a95f2fcac77b9d0b93c1ca7419ee867cfe531200f0146be949ffa4722e

Observation db2d44ef-7b2f-449a-8829-d0eb25283bbe · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:03.934172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.343098Z digest=sha256:cd5f6c0a395ded965dd2a510a08de86e14cac026b9d6d16528b8b6d9b473d314

Observation 44aee5cf-c165-41eb-a73b-1c76afbfdf6d · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:03.917825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.347414Z digest=sha256:ab7ecc4fa4e90beb710fa6d0510bb6b40751a8e77198dda5fb99e4fd872766d9

Observation 216f3584-cba4-4fdb-a5ea-7764dd84399e · outbound

This paper cites Zelle and Raymond J.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Zelle and Raymond J

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:43:03.902840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.351708Z digest=sha256:9846898a17dec2b60e37bac0f4dfdf5b937a880a1ed50b8e8225af576b4f8e34

Observation c21654d5-e893-4d7a-bfc9-fb818e989678 · outbound

This paper cites an unresolved cited work.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:43:03.887918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.355762Z digest=sha256:edbd063890a06e9aebc4dbc1c665c15b6b28762a7033dfc7664529fb12b249d7

Observation 233e6ef9-2377-4abb-a51e-6ca603826afa · outbound

This paper cites Xu, Zhengbao Jiang, and Graham Neubig.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Xu, Zhengbao Jiang, and Graham Neubig

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:43:03.873684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.360351Z digest=sha256:3b752b1b4c682d69d101b3c01fbaf85752bfd48d28226cff9ba50b12f242d3f0

Observation a8742269-627a-42ba-bbec-3b6c40a5b80c · outbound

This paper cites Xu, Zhengbao Jiang, and Graham Neubig.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities Xu, Zhengbao Jiang, and Graham Neubig

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:43:03.859518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.364777Z digest=sha256:e099206881ed0b0fbd346251555a0a7928a86bfcedd46bc1cafebaadbadf6387

Observation d055ad6f-fae2-4c42-9134-f8b9a5b38340 · outbound

This paper cites XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-10T15:43:03.368913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:43:03.368913Z digest=sha256:6cceedde7901f3105f5ead17702a020338b3be903a0e550de26fab6ba7d19a32

Observation 21702932-c600-467c-87ed-f0af591a40c6 · outbound

This paper cites In Proceedings of the 2018 Conference on Empirical Methods in Natural J.

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities In Proceedings of the 2018 Conference on Empirical Methods in Natural J

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:43:04.462242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.127643Z digest=sha256:b8e340f02d29affff1cdc8a7b4c3cd3877915f97621312e109bda68e957a5592

Observation 7eec760d-f7f9-4bed-ad1a-28d95ad39483 · outbound

This paper cites In Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022 , Smaranda Muresan, Preslav Nakov, and Aline Villavicencio (Eds.).

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities In Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022 , Smaranda Muresan, Preslav Nakov, and Aline Villavicencio (Eds.)

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:43:04.006543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T15:43:03.311330Z digest=sha256:86c88e5ffcc48bb9cd26502b2eb94e7c24b1ee11241993e9392a590d77ebb7fb

Pith citing papers

No inbound Pith citation observations are available.