Paper Citation Record · LEDGER

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

As of 23 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 100 inbound Pith citation observations for arXiv:1909.09436.

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

pith.paper-citation-record.v1
1909.09436 v3

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T16:06:20.777086Z

measured 126 of 126 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 100 of 186 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:18:18.282105Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

26 of 26 outbound references displayed

verified exact7
verified fuzzy1
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

422
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation e8fbc25a-1b44-42d9-aa25-0dc7ff2bbe5e · outbound

This paper cites The Adverse Effects of Code Duplication in Machine Learning Models of Code.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search The Adverse Effects of Code Duplication in Machine Learning Models of Code

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-12T16:06:20.843694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1c07b74e-39a3-4d98-8d4b-848f5dee59c1 · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.893445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 478491d0-04af-487f-9fc1-77873cf604d7 · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.896331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5c5cd0ef-7e04-4986-bb31-7e92039e5d9f · outbound

This paper cites code2seq: Generating Sequences from Structured Representations of Code.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search code2seq: Generating Sequences from Structured Representations of Code

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-12T16:06:20.836991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 655f4c85-919f-49b4-a2aa-de72ffdadf42 · outbound

This paper cites A parallel corpus of Python functions and documentation strings for automated code documentation and code generation.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search A parallel corpus of Python functions and documentation strings for automated code documentation and code generation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-12T16:06:20.806141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 94cf4a5c-abdf-471f-88e3-6cfe93028226 · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.899679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f813163b-b8dc-440d-ad5b-1423fffca25b · outbound

This paper cites When Deep Learning Met Code Search.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search When Deep Learning Met Code Search

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-12T16:06:20.799494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ab27454a-59a2-4061-bec7-0eceb991e623 · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.903902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 71965753-68bf-46ad-9d5a-656f4cea75ba · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-05-12T16:06:20.811964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 44f0d299-8bc1-4db0-99e6-0986a1e8c84d · outbound

This paper cites Structured Neural Summarization.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Structured Neural Summarization

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-12T16:06:20.831146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 49e1111d-859c-4032-930e-0ec2c5201467 · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.907027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e116053f-3a54-4152-8ce3-bdc77f187296 · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.909993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 326b1bf2-ced9-44f4-883f-552b1660e82d · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.912833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2105ad0f-f4ae-4783-a4f0-852f3f069911 · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.848330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e5ad2e0c-5e60-4c6f-a8a1-02cc4392adca · outbound

This paper cites Mapping Language to Code in Programmatic Context.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Mapping Language to Code in Programmatic Context

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-12T16:06:20.819524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ae20a6c2-c2c4-4a21-8790-286745953fdd · outbound

This paper cites Convolutional Neural Networks for Sentence Classification.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Convolutional Neural Networks for Sentence Classification

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-12T16:06:20.826002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation be308919-9a1c-4d63-be2e-afe7592ea50a · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.851980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 18ac5f94-1de8-4c0e-9cbc-a7c70fab269c · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.856130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation aaf76222-1656-4f5e-a387-dcb2347b87f7 · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.859152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7d85de7b-2cdf-4ae4-b625-d2365db276b8 · outbound

This paper cites Manning, Prabhakar Raghavan, and Hinrich Schütze.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Manning, Prabhakar Raghavan, and Hinrich Schütze

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T16:06:20.862965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6d4d386c-20b0-4970-b16d-5df0d9a7209c · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.866645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7f721442-25b4-4117-8c1f-312a2f3a6994 · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.871705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9bcb6e5c-4bcf-45b0-9e48-26ce925164b8 · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.878499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9cd3dda5-faf3-4a42-812c-ba2540e2f774 · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.882515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 304a60a6-a47c-41c5-ba79-f901aba417ae · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.886047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation edc88197-ca36-41f2-89ae-8452dc301d47 · outbound

This paper cites an unresolved cited work.

CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-12T16:06:20.889016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 14955081-cb65-4099-85e6-31b77630e422 · inbound

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

CodeBERT: A Pre-Trained Model for Programming and Natural Languages CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-05-13T21:04:26.307854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2c362401-3a3c-4d41-89fd-2005c6f64c85 · inbound

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

GraphCodeBERT: Pre-training Code Representations with Data Flow CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-15T08:46:10.929161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9f55b6bf-58bc-45c3-b994-bbd5fb320d6e · inbound

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

CodeBLEU: a Method for Automatic Evaluation of Code Synthesis CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 85

Resolution: verified exact; local_arxiv, observed 2026-05-14T20:01:14.584005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eb08b747-4ec5-427b-9001-37b5110b464a · inbound

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

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-05-15T11:40:02.722550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 131b4939-865f-4b3e-b81c-abcd038a9229 · inbound

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

CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-05-15T11:23:26.384563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2637c429-bd7d-4a01-8ddb-638363030508 · inbound

Text and Code Embeddings by Contrastive Pre-Training cites this paper.

Text and Code Embeddings by Contrastive Pre-Training CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-15T19:24:11.981764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a0ede364-ac41-4b9d-93df-6cd2ea8b0be6 · inbound

InCoder: A Generative Model for Code Infilling and Synthesis cites this paper.

InCoder: A Generative Model for Code Infilling and Synthesis CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-16T02:21:20.497139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 25d69608-e8ce-4f50-ae92-f44946c11281 · inbound

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

StarCoder: may the source be with you! CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-12T16:06:20.913961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3943fe3f-eb97-4a1d-8ed4-692d9e19ab55 · inbound

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

CodeT5+: Open Code Large Language Models for Code Understanding and Generation CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-19T05:26:57.528413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ac6dbffd-648c-4afb-a9a5-9a6d4cf580d1 · inbound

Towards General Text Embeddings with Multi-stage Contrastive Learning cites this paper.

Towards General Text Embeddings with Multi-stage Contrastive Learning CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 82

Resolution: verified exact; arxiv_id, observed 2026-05-12T16:06:20.913961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 568c3d9d-0d7c-494b-84d0-82374d453727 · inbound

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

Retrieval-Augmented Generation for Large Language Models: A Survey CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 157

Resolution: verified exact; local_arxiv, observed 2026-05-24T05:13:56.551645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7d8692ff-dbf8-4aed-b119-14672f898dd3 · inbound

CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution cites this paper.

CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-05-14T20:57:16.365502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b02eee10-6482-4944-a7db-f0d3f869285c · inbound

Nomic Embed: Training a Reproducible Long Context Text Embedder cites this paper.

Nomic Embed: Training a Reproducible Long Context Text Embedder CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-05-21T14:56:19.216423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation db175739-e5eb-4aca-aef0-bc37482b7ec2 · inbound

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code cites this paper.

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T16:06:20.913961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2dbf89d1-136d-49cf-a889-6de70677e94b · inbound

A Survey on Large Language Models for Code Generation cites this paper.

A Survey on Large Language Models for Code Generation CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 112

Resolution: verified exact; local_arxiv, observed 2026-05-13T20:18:06.590687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5b059cc8-2015-4bf7-bf03-4e16e3e44d48 · inbound

Are Decoder-Only Large Language Models the Silver Bullet for Code Search? cites this paper.

Are Decoder-Only Large Language Models the Silver Bullet for Code Search? CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-23T18:43:19.196438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1fb5812b-a345-4dc9-bdf9-e01906c530cd · inbound

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? cites this paper.

Large Language Models as Robust Data Generators in Software Analytics: Are We There Yet? CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T19:37:58.378866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38cd1af4-0d46-4eb3-955f-5f9a6b3f722c · inbound

CODECLEANER: Elevating Standards with A Robust Data Contamination Mitigation Toolkit cites this paper.

CODECLEANER: Elevating Standards with A Robust Data Contamination Mitigation Toolkit CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-12T19:19:26.551871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac4430ba-cdbd-4e6e-8980-9e2769fb81b2 · inbound

CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval cites this paper.

CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T17:24:31.360631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ba4343e-f7d6-4ef7-a847-1fdae5223305 · inbound

CodeSAM: Source Code Representation Learning by Infusing Self-Attention with Multi-Code-View Graphs cites this paper.

CodeSAM: Source Code Representation Learning by Infusing Self-Attention with Multi-Code-View Graphs CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T15:10:33.077924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd76dd02-9426-4b02-84a1-3f16e3c2a5bc · inbound

Isotropy Matters: Soft-ZCA Whitening of Embeddings for Semantic Code Search cites this paper.

Isotropy Matters: Soft-ZCA Whitening of Embeddings for Semantic Code Search CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T12:03:02.767774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2300580e-4c56-46b8-856b-71617e7558d4 · inbound

FullStack Bench: Evaluating LLMs as Full Stack Coders cites this paper.

FullStack Bench: Evaluating LLMs as Full Stack Coders CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T05:20:05.374768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63754435-80c6-4dfb-a5e8-2ddcde4108ed · inbound

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking cites this paper.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.642236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f70aa45c-8f21-404e-8fd9-823244b061a4 · inbound

Evaluating and Aligning CodeLLMs on Human Preference cites this paper.

Evaluating and Aligning CodeLLMs on Human Preference CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T20:53:15.240076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84686803-55a8-4507-bdcf-4886fadb9d27 · inbound

MVD: A Multi-Lingual Software Vulnerability Detection Framework cites this paper.

MVD: A Multi-Lingual Software Vulnerability Detection Framework CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T20:01:07.696836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d855c302-64d9-4ef9-9edf-846367d2dbfe · inbound

Code LLMs: A Taxonomy-based Survey cites this paper.

Code LLMs: A Taxonomy-based Survey CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T18:03:56.846027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55aca695-a089-4283-a9ad-cd515670426f · inbound

SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing cites this paper.

SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T14:46:16.440552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e92ca8e-73c7-479b-b797-440e81fd50a5 · inbound

Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property Graphs cites this paper.

Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property Graphs CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T13:10:14.296969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 329ac9b3-c258-43c1-a784-caa8be84840e · inbound

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference cites this paper.

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 147

Resolution: verified exact; local_arxiv, observed 2026-05-20T17:46:47.071451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5ed61953-af62-4782-a68e-76b59a19e4b4 · inbound

On the Compression of Language Models for Code: An Empirical Study on CodeBERT cites this paper.

On the Compression of Language Models for Code: An Empirical Study on CodeBERT CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T12:53:58.465930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9da37dc-5029-4396-8bd5-75f1b665c038 · inbound

Less is More: Towards Green Code Large Language Models via Unified Structural Pruning cites this paper.

Less is More: Towards Green Code Large Language Models via Unified Structural Pruning CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T11:02:15.326800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8066b834-0615-45ac-b671-0dfa95a8bce0 · inbound

Analysis on LLMs Performance for Code Summarization cites this paper.

Analysis on LLMs Performance for Code Summarization CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T05:50:08.004115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 391adf6e-fb81-479d-ae8d-55240e56ba7d · inbound

Jasper and Stella: distillation of SOTA embedding models cites this paper.

Jasper and Stella: distillation of SOTA embedding models CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T01:03:28.263240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07a9d5dc-c06f-4b2d-86cc-9eea165e48e4 · inbound

Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent Integration cites this paper.

Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent Integration CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T23:56:14.422567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f18d5d4-5731-4e05-a6d4-c1281e36aae4 · inbound

How to Select Pre-Trained Code Models for Reuse? A Learning Perspective cites this paper.

How to Select Pre-Trained Code Models for Reuse? A Learning Perspective CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T21:51:45.694835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ddbccf-89c9-4067-80c8-56cabe0b1d71 · inbound

Do LLMs Provide Links to Code Similar to what they Generate? A Study with Gemini and Bing CoPilot cites this paper.

Do LLMs Provide Links to Code Similar to what they Generate? A Study with Gemini and Bing CoPilot CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T17:31:10.790873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

An Empirical Study of Retrieval-Augmented Code Generation: Challenges and Opportunities cites this paper.

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.

Observation f871214b-c528-4dfe-b059-b8b2affd699c · inbound

From Critique to Clarity: A Pathway to Faithful and Personalized Code Explanations with Large Language Models cites this paper.

From Critique to Clarity: A Pathway to Faithful and Personalized Code Explanations with Large Language Models CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T20:21:28.895014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 874131be-8b18-4953-9786-ef3147dfb170 · inbound

PATCH: Empowering Large Language Model with Programmer-Intent Guidance and Collaborative-Behavior Simulation for Automatic Bug Fixing cites this paper.

PATCH: Empowering Large Language Model with Programmer-Intent Guidance and Collaborative-Behavior Simulation for Automatic Bug Fixing CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T13:45:43.968465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dcbe305-c2c4-45e2-98f0-227d5f15336f · inbound

ToolFactory: Automating Tool Generation by Leveraging LLM to Understand REST API Documentations cites this paper.

ToolFactory: Automating Tool Generation by Leveraging LLM to Understand REST API Documentations CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T05:34:42.350961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed6cd2db-b28a-467c-8e0d-bcbd375bafff · inbound

CoDocBench: A Dataset for Code-Documentation Alignment in Software Maintenance cites this paper.

CoDocBench: A Dataset for Code-Documentation Alignment in Software Maintenance CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T18:44:57.355785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c892b406-42e5-427c-a679-ecf38765516f · inbound

Robust and Secure Code Watermarking for Large Language Models via ML/Crypto Codesign cites this paper.

Robust and Secure Code Watermarking for Large Language Models via ML/Crypto Codesign CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T13:32:18.645244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c26123df-1a84-42d3-95db-02e822694b7b · inbound

AsserT5: Test Assertion Generation Using a Fine-Tuned Code Language Model cites this paper.

AsserT5: Test Assertion Generation Using a Fine-Tuned Code Language Model CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-09T11:26:46.002885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87149c85-5917-4938-8692-7ca34d6f2f51 · inbound

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation cites this paper.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.314196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc199193-66b6-482e-be04-863e10348b9d · inbound

Can LLMs Replace Human Evaluators? An Empirical Study of LLM-as-a-Judge in Software Engineering cites this paper.

Can LLMs Replace Human Evaluators? An Empirical Study of LLM-as-a-Judge in Software Engineering CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T16:31:38.563930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f3ce7ad-ddd1-4612-9437-6c045ac0699c · inbound

SnipGen: A Mining Repository Framework for Evaluating LLMs for Code cites this paper.

SnipGen: A Mining Repository Framework for Evaluating LLMs for Code CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T14:01:12.434210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b366d66b-5dd5-4bbd-948c-f5e6e3dc1c6c · inbound

Repository-level Code Search with Neural Retrieval Methods cites this paper.

Repository-level Code Search with Neural Retrieval Methods CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T13:58:16.389807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcaf0942-ce36-47db-8fac-509df62862e6 · inbound

URECA: The Chain of Two Minimum Set Cover Problems exists behind Adaptation to Shifts in Semantic Code Search cites this paper.

URECA: The Chain of Two Minimum Set Cover Problems exists behind Adaptation to Shifts in Semantic Code Search CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T12:39:57.598956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1d8fd07-1f5f-44e7-9cc4-cc152547b7c0 · inbound

O1 Embedder: Let Retrievers Think Before Action cites this paper.

O1 Embedder: Let Retrievers Think Before Action CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T12:25:12.213140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0af0e2a-b1c1-4f19-a2b1-1ee1465c1539 · inbound

SoK: Where to Fuzz? Assessing Target Selection Methods in Directed Fuzzing cites this paper.

SoK: Where to Fuzz? Assessing Target Selection Methods in Directed Fuzzing CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T05:33:13.641530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c50de6ca-89ef-4ea9-ae5d-8c3094ee1c86 · inbound

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

XOXO: Stealthy Cross-Origin Context Poisoning Attacks against AI Coding Assistants CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-05-22T23:57:17.130890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bcf96b3d-9cfe-40c7-894e-0f717e4ba87a · inbound

FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents cites this paper.

FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-16T12:18:18.282105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0786a368-1a34-4a48-8308-661c1ad82e6c · inbound

PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models cites this paper.

PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 261

Resolution: unresolved; no resolver link, observed 2026-08-16T11:59:48.695312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02d2c2b0-525c-4149-b0cf-38bd749029c0 · inbound

Manipulating Multimodal Agents via Cross-Modal Prompt Injection cites this paper.

Manipulating Multimodal Agents via Cross-Modal Prompt Injection CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-16T11:55:40.263866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df1f6389-ca26-42ab-8f44-c67ae4231edf · inbound

APIRAT: Integrating Multi-source API Knowledge for Enhanced Code Translation with LLMs cites this paper.

APIRAT: Integrating Multi-source API Knowledge for Enhanced Code Translation with LLMs CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T11:42:52.304759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d60b6306-bc4a-4faf-808f-efa57de17709 · inbound

OpenClassGen: A Large-Scale Corpus of Real-World Python Classes for LLM Research cites this paper.

OpenClassGen: A Large-Scale Corpus of Real-World Python Classes for LLM Research CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-12T16:06:20.913961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f0dba07e-3e53-4194-a745-35ebacdab582 · inbound

Give LLMs a Security Course: Securing Retrieval-Augmented Code Generation via Knowledge Injection cites this paper.

Give LLMs a Security Course: Securing Retrieval-Augmented Code Generation via Knowledge Injection CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T11:08:52.692568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14f5b1cc-8b51-460e-92ec-eed59feb1340 · inbound

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code cites this paper.

Towards Leveraging Large Language Model Summaries for Topic Modeling in Source Code CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T10:43:53.454277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60c59456-382c-4e81-8a2b-454e9aa32f1d · inbound

NoEsis: Differentially Private Knowledge Transfer in Modular LLM Adaptation cites this paper.

NoEsis: Differentially Private Knowledge Transfer in Modular LLM Adaptation CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T10:29:42.041592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6259bdb-2115-4062-b06a-2fc6ca8e662e · inbound

Large Language Models are Qualified Benchmark Builders: Rebuilding Pre-Training Datasets for Advancing Code Intelligence Tasks cites this paper.

Large Language Models are Qualified Benchmark Builders: Rebuilding Pre-Training Datasets for Advancing Code Intelligence Tasks CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T05:58:12.844339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92f10961-c884-4716-83fa-574ae8acf9b0 · inbound

Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding cites this paper.

Do Automatic Comment Generation Techniques Fall Short? Exploring the Influence of Method Dependencies on Code Understanding CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T05:56:23.569292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc532ecc-4d5c-45f8-9d6f-f56e8ab8c9a6 · inbound

Evaluate-and-Purify: Fortifying Code Language Models Against Adversarial Attacks Using LLM-as-a-Judge cites this paper.

Evaluate-and-Purify: Fortifying Code Language Models Against Adversarial Attacks Using LLM-as-a-Judge CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T05:50:50.714395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb54b52a-a98f-443a-a167-05b192aff17a · inbound

A Systematic Literature Review of Parameter-Efficient Fine-Tuning for Large Code Models cites this paper.

A Systematic Literature Review of Parameter-Efficient Fine-Tuning for Large Code Models CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-16T05:21:42.830889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f68bf273-44c1-4a31-a78a-ead406336720 · inbound

Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding cites this paper.

Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T22:13:36.586866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eed41e64-a4dc-4718-820d-54caf16d6cfb · inbound

StRuCom: A Novel Dataset of Structured Code Comments in Russian cites this paper.

StRuCom: A Novel Dataset of Structured Code Comments in Russian CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T21:02:12.665278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73a8df0a-5cf1-4c13-9953-c4e767422f6f · inbound

Towards A Generalist Code Embedding Model Based On Massive Data Synthesis cites this paper.

Towards A Generalist Code Embedding Model Based On Massive Data Synthesis CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T20:34:54.202180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c1460ed-6ce4-4380-a1a1-dfff35bcb320 · inbound

Sense and Sensitivity: Examining the Influence of Semantic Recall on Long Context Code Understanding cites this paper.

Sense and Sensitivity: Examining the Influence of Semantic Recall on Long Context Code Understanding CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T20:20:16.434778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 611668b2-2cec-4f05-b435-5b1e3d72fcea · inbound

Towards a Science of Causal Interpretability in Deep Learning for Software Engineering cites this paper.

Towards a Science of Causal Interpretability in Deep Learning for Software Engineering CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 116

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:55.419047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c11fe372-5d09-4561-ab36-f82ac7164a1f · inbound

An Efficient Private GPT Never Autoregressively Decodes cites this paper.

An Efficient Private GPT Never Autoregressively Decodes CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T15:32:15.949174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d79d3976-efc8-4b30-837f-304985b0a209 · inbound

MIRB: Mathematical Information Retrieval Benchmark cites this paper.

MIRB: Mathematical Information Retrieval Benchmark CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T15:19:54.356557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67d1dbf6-1f19-4cdd-8c86-1eae747eee0c · inbound

A Survey of LLM $\times$ DATA cites this paper.

A Survey of LLM $\times$ DATA CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 181

Resolution: unresolved; no resolver link, observed 2026-08-07T14:33:13.192081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a377a99-4e54-4e68-841b-da142064a173 · inbound

CIDRe: A Reference-Free Multi-Aspect Criterion for Code Comment Quality Measurement cites this paper.

CIDRe: A Reference-Free Multi-Aspect Criterion for Code Comment Quality Measurement CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:11:47.759804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 058f41d1-e4e2-4a83-b3b0-f63badda4c3b · inbound

A Tool for Generating Exceptional Behavior Tests With Large Language Models cites this paper.

A Tool for Generating Exceptional Behavior Tests With Large Language Models CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T13:04:27.440835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f934d323-e63e-4150-8523-98ce954d9ee5 · inbound

MGS3: A Multi-Granularity Self-Supervised Code Search Framework cites this paper.

MGS3: A Multi-Granularity Self-Supervised Code Search Framework CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:43.695337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc0ba0af-2606-4880-90e6-0d66ad91a272 · inbound

CoRet: Improved Retriever for Code Editing cites this paper.

CoRet: Improved Retriever for Code Editing CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:31.713877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c12fddc4-2bc5-43e5-8bee-84548098ab65 · inbound

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner cites this paper.

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:08.548148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce7e5cf6-e3f7-499d-9077-57e661abdd0e · inbound

CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval cites this paper.

CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:07:58.505494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dafd21dc-f738-410e-97b4-5b77dfd5d23a · inbound

Retrieval-Augmented Code Review Comment Generation cites this paper.

Retrieval-Augmented Code Review Comment Generation CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:50.394269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49fc3705-dcc3-453c-87fa-2a390c94392d · inbound

jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval cites this paper.

jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-15T18:45:06.016396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f143abdf-a967-4650-8d4c-19ca6c5b6128 · inbound

SACL: Understanding and Combating Textual Bias in Code Retrieval with Semantic-Augmented Reranking and Localization cites this paper.

SACL: Understanding and Combating Textual Bias in Code Retrieval with Semantic-Augmented Reranking and Localization CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T23:02:57.386422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa6140d2-40a0-4d56-8d62-912e8b48fcf2 · inbound

Towards Generalized and Stealthy Watermarking for Generative Code Models cites this paper.

Towards Generalized and Stealthy Watermarking for Generative Code Models CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:45:36.181770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4988dce1-0097-4c2b-b895-fb597322cf0c · inbound

RAILS: Retrieval-Augmented Intelligence for Learning Software Development cites this paper.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T22:04:05.138133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cee5eb1a-b55b-4378-9698-a2880ae8456f · inbound

SWE-Bench-CL: Continual Learning for Coding Agents cites this paper.

SWE-Bench-CL: Continual Learning for Coding Agents CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:56.382752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef3d8242-3353-44f5-84f6-ecb54d547386 · inbound

Structural Code Search using Natural Language Queries cites this paper.

Structural Code Search using Natural Language Queries CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T20:42:34.184568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a885932a-c481-429c-a065-c8b4ff2331ac · inbound

A Comparative Study of Specialized LLMs as Dense Retrievers cites this paper.

A Comparative Study of Specialized LLMs as Dense Retrievers CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:17.511259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ba7efa5-5fe7-4b44-81bc-f4ac3228ad93 · inbound

Seamlessly Integrating Tree-Based Positional Embeddings into Transformer Models for Source Code Representation cites this paper.

Seamlessly Integrating Tree-Based Positional Embeddings into Transformer Models for Source Code Representation CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:50.130759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5b144ab-d113-4f5c-8af7-35cf9db15e74 · inbound

From Requirements to Code: Understanding Developer Practices in LLM-Assisted Software Engineering cites this paper.

From Requirements to Code: Understanding Developer Practices in LLM-Assisted Software Engineering CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T18:42:19.747905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e246626b-9c9a-4bcf-991d-41a018edafa1 · inbound

Enhancing RLHF with Human Gaze Modeling cites this paper.

Enhancing RLHF with Human Gaze Modeling CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T18:11:17.047310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53e68fd3-e6f0-4d6e-9df2-f987ed40ae76 · inbound

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing cites this paper.

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T17:25:37.249401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 330f4929-eddc-4cf2-a488-3cb4fc69c008 · inbound

Fine-Tuning Code Language Models to Detect Cross-Language Bugs cites this paper.

Fine-Tuning Code Language Models to Detect Cross-Language Bugs CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-19T02:42:56.393622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1ebae983-08dd-431a-be8a-b27de22b6b95 · inbound

CodableLLM: Automating Decompiled and Source Code Mapping for LLM Dataset Generation cites this paper.

CodableLLM: Automating Decompiled and Source Code Mapping for LLM Dataset Generation CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:43.630296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a20110b-ec7e-47e6-8196-5418bc134652 · inbound

How Quantization Impacts Privacy Risk on LLMs for Code? cites this paper.

How Quantization Impacts Privacy Risk on LLMs for Code? CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T10:26:17.926757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd2997ae-e995-4001-9542-bdebbcce5780 · inbound

Model Compression vs. Adversarial Robustness: An Empirical Study on Language Models for Code cites this paper.

Model Compression vs. Adversarial Robustness: An Empirical Study on Language Models for Code CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 43

Resolution: metadata mismatch; local_arxiv, observed 2026-05-19T00:01:55.823592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 907f0696-4e5d-4744-9f4d-3626ae5c7409 · inbound

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery cites this paper.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 57

Resolution: verified exact; local_arxiv, observed 2026-05-18T22:41:53.103247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0c1ccc95-dd68-46fa-b3b1-a255eaff3fe6 · inbound

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery cites this paper.

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-05T19:40:21.585950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 634fdc06-d7f5-47fc-9a32-b602d598dd97 · inbound

Improving Code Understanding in Large Language Models through Concept-Aware Consistency Learning cites this paper.

Improving Code Understanding in Large Language Models through Concept-Aware Consistency Learning CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T17:22:46.300575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efb61932-4c0f-46fb-b18e-0e239c824788 · inbound

SEAL: Structure and Element Aware Learning to Improve Long Structured Document Retrieval cites this paper.

SEAL: Structure and Element Aware Learning to Improve Long Structured Document Retrieval CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T14:54:06.719330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0295d9ae-0cfd-4dbd-a56b-b343c1b59938 · inbound

Efficient Code Embeddings from Code Generation Models cites this paper.

Efficient Code Embeddings from Code Generation Models CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T14:28:58.666932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5daf47cf-8bf7-4643-b075-770b689ebc52 · inbound

Human-Written vs. AI-Generated Code: A Large-Scale Study of Defects, Vulnerabilities, and Complexity cites this paper.

Human-Written vs. AI-Generated Code: A Large-Scale Study of Defects, Vulnerabilities, and Complexity CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T14:09:57.785549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 702cb528-46b6-493f-9359-ecd3a3bb79fc · inbound

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation cites this paper.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T12:56:33.015798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.