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Paper Citation Record · LEDGER

A Study of LLMs' Preferences for Libraries and Programming Languages

As of 4 August 2026, this Paper Citation Record lists 88 of 88 outbound references and 13 inbound Pith citation observations for arXiv:2503.17181.

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

pith.paper-citation-record.v1
2503.17181 v3

Coverage vector

measured 88 of 88 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-22T22:53:16.951417Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T17:57:07.627373Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T12:15:01.137692Z

Reference resolution

88 of 88 outbound references displayed

  • verified exact51
  • verified fuzzy7
  • unresolved15
  • parse uncertain0
  • malformed identifier10
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2a1ca99-0386-4121-87df-388b1ebecd2c · outbound

This paper cites Conversational AI as a Coding Assistant: Understanding Programmers' Interactions with and Expectations from Large Language Models for Coding.

A Study of LLMs' Preferences for Libraries and Programming Languages Conversational AI as a Coding Assistant: Understanding Programmers' Interactions with and Expectations from Large Language Models for Coding

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.428191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:9653fa5044a9682ac2187d5ab560336c13df5ef144f5f85fb5c70873e0d3c570

Observation 86750430-3aa9-4abe-bc0b-76af3d47ab5c · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-22T22:55:12.482593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:7932f40695a48c05e0f910bbe2317b6f285f77f4a6c6b8eab92f401221e2b0d9

Observation 0bd1e82d-e7cb-44a5-9fa2-a314b31a2a1b · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-22T22:55:12.480000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:049b5368e343aaf9b60df3da715a7839fe455518ca96bf27909dd1832b5d535c

Observation 14e8420b-741f-4028-b57b-70af239ee457 · outbound

This paper cites Multi-lingual Evaluation of Code Generation Models.

A Study of LLMs' Preferences for Libraries and Programming Languages Multi-lingual Evaluation of Code Generation Models

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.191333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:4db86255172b0d48fcc3e4cafe33aca61f560a3e95cf0984a5e45bced0189174

Observation 029a9703-e591-44eb-a24d-6a61e7f7df19 · outbound

This paper cites Program Synthesis with Large Language Models.

A Study of LLMs' Preferences for Libraries and Programming Languages Program Synthesis with Large Language Models

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-05-22T22:55:12.326981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:3c17fb032c29be4cd35ec1d49a7b91066f6e2b992d56d89aee11608cae32bbaa

Observation 75e5d2a9-078d-4d05-9cd0-035f326f93d8 · outbound

This paper cites The Foundation Model Transparency Index.

A Study of LLMs' Preferences for Libraries and Programming Languages The Foundation Model Transparency Index

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.330959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:20b177f7941f2bfcd084df109e38eb9c7bdb8f8685c90970b311045ad9454410

Observation 0c263e74-896c-4f87-8bf3-dda9c7ee077f · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 7

Resolution
malformed identifier
raw_fallback, observed 2026-05-22T22:55:12.466441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:20b376ef5e10f6bec0aa6511704b6981f71706d383a8be6e7a15eec4bd4a1be6

Observation 58a63251-dcd7-4788-9ef4-8bb4a215dfd2 · outbound

This paper cites A Survey on Evaluating Large Language Models in Code Generation Tasks.

A Study of LLMs' Preferences for Libraries and Programming Languages A Survey on Evaluating Large Language Models in Code Generation Tasks

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.174917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:4a75ec19a4f360e8042540f54f02d60912c74b6af84975e2e6ed29a444188c63

Observation f604f423-212e-4bf3-a07b-06f890dcba9c · outbound

This paper cites Evaluating Large Language Models Trained on Code.

A Study of LLMs' Preferences for Libraries and Programming Languages Evaluating Large Language Models Trained on Code

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-05-22T22:55:12.383030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:9571f730f9255959ec3020dacd6af58eebfadc272ebe07a09e7d0bbb3c757286

Observation 8960ef55-2a25-4564-81e7-3bf56fb41e68 · outbound

This paper cites A Survey on Data Contamination for Large Language Models.

A Study of LLMs' Preferences for Libraries and Programming Languages A Survey on Data Contamination for Large Language Models

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.405202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:5ef86f81e3b3d22839a1d2c1b9129e9e1cbbba49dd2643ae2d633e3e6e65ebb2

Observation f87f7bb6-118e-4835-abdf-348c286a97d8 · outbound

This paper cites What Guides Our Choices? Modeling Developers' Trust and Behavioral Intentions Towards GenAI.

A Study of LLMs' Preferences for Libraries and Programming Languages What Guides Our Choices? Modeling Developers' Trust and Behavioral Intentions Towards GenAI

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.296047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:60a20a6bc42309241e338865ed34c9e11890fe6428e155b3574f6b69d31f50ae

Observation e84e8523-bf06-4cec-8de5-5f488ef89978 · outbound

This paper cites Zero-Shot Verification-guided Chain of Thoughts.

A Study of LLMs' Preferences for Libraries and Programming Languages Zero-Shot Verification-guided Chain of Thoughts

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.336024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:5a9acb4187dffe96ec383dc7eaf685170253f8c1660913ccfe2c41303fcf899b

Observation 8c775217-4668-4cc8-9eaa-7fd3c7055378 · outbound

This paper cites Competitive programming with AlphaCode.

A Study of LLMs' Preferences for Libraries and Programming Languages Competitive programming with AlphaCode

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T22:55:12.471227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:6b0e8df5b022d2c02e29f4f96a89460c00ebbe799e55cffd96a026959460e28a

Observation a4999715-4a66-485f-804a-01d7f8d9fb7c · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.207113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:72d96528825b928109f69428a9747ecd6607c7f1c62ad185294d47a0f01936ec

Observation 844de9ac-e9ff-4285-a026-f505dbfba912 · outbound

This paper cites DeepSeek LLM: Scaling Open-Source Language Models with Longtermism.

A Study of LLMs' Preferences for Libraries and Programming Languages DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-05-22T22:55:12.346654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:162f1f2f41366263bd2c98d104ed8666d6a92586c4e69f801f43c9f6be7e8b2a

Observation b5f4b748-8084-49c7-8dfe-235c9b97d414 · outbound

This paper cites Barriers and enabling factors for error analysis in NLG research.

A Study of LLMs' Preferences for Libraries and Programming Languages Barriers and enabling factors for error analysis in NLG research

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-05-22T22:55:12.202276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:bcd12c0c3acdc27d265fac4a376f3e7c169e42e8069c3b698447ad90e6a45936

Observation 196fddc8-265a-466d-b5a2-60794d4a4c21 · outbound

This paper cites Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT.

A Study of LLMs' Preferences for Libraries and Programming Languages Studying How Configurations Impact Code Generation in LLMs: the Case of ChatGPT

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.186267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:be32641368ef0c92b494dd109a9b1a0c69d95ac8f4aee1afeb2cbaa2a19031d5

Observation d6c8f62d-9137-4419-9634-f3c5c2df1d4d · outbound

This paper cites Extended Syntax | Markdown Guide.

A Study of LLMs' Preferences for Libraries and Programming Languages Extended Syntax | Markdown Guide

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T22:55:12.455472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:1cd391e704f607fdf034da931fdb680a194d621f2de8aa6f199cdb7d3889b148

Observation 839d3322-627a-4b5d-8290-676928f15a48 · outbound

This paper cites Furia et al.

A Study of LLMs' Preferences for Libraries and Programming Languages Furia et al

Reference 19

Resolution
verified exact
doi, observed 2026-05-22T22:55:12.196891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:48da9417b1b12c5dd176b889cd26915a589cfcfe616c1756aae03cccc3202465

Observation bf286fbf-23d2-4ace-922d-25144abeaac8 · outbound

This paper cites Gallegos et al.

A Study of LLMs' Preferences for Libraries and Programming Languages Gallegos et al

Reference 20

Resolution
malformed identifier
raw_fallback, observed 2026-05-22T22:55:12.481767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:4560dcb421e39a8f8f32d3b4bb75b2cfae6e478685de2434ca01bc8ce41a0ff3

Observation cdfa2cba-18a7-47e8-9f1a-5e9679b54193 · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-22T22:55:12.485154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:f03ef2d18f69a56f8c05231f30e0f7fd60734bae2faf96301eb086eeb2962adf

Observation f133b2a4-2db3-4588-ae26-caf25b0926ed · outbound

This paper cites The Llama 3 Herd of Models.

A Study of LLMs' Preferences for Libraries and Programming Languages The Llama 3 Herd of Models

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-05-22T22:55:12.376908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:f2948bc047146c8d97905e0d418edea2c4d0afb53bb3f885c17e6884bfd7ab75

Observation a0f41296-27f2-4b94-bd75-c12b6ac77511 · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-22T22:55:12.478762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:14dfd97a70e154c1cfa1fa362384ce5c57f62ae084fb6c7a9cf98dd1b2c8d540

Observation 0ad291c5-6899-48fe-ae90-ba91e14b512b · outbound

This paper cites Auditing Prompt Caching in Language Model APIs.

A Study of LLMs' Preferences for Libraries and Programming Languages Auditing Prompt Caching in Language Model APIs

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.277322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:45b24a30ee7db0861e9b8b5a12e3e7b7db3f4c82aec67d328d6ff01c3dc2e2c1

Observation 325256f9-4438-4a8b-a880-c5d50dd650f5 · outbound

This paper cites Bias in Large Language Models: Origin, Evaluation, and Mitigation.

A Study of LLMs' Preferences for Libraries and Programming Languages Bias in Large Language Models: Origin, Evaluation, and Mitigation

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-05-22T22:55:12.382180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:d3b5b0e6771f9cec3f893328fc87ca9d868cddac2fdd6ffad6832f5893baa99e

Observation b8c0b495-ec48-434a-8812-e0cf804b9706 · outbound

This paper cites An Empirical Study on Developers Shared Conversations with ChatGPT in GitHub Pull Requests and Issues.

A Study of LLMs' Preferences for Libraries and Programming Languages An Empirical Study on Developers Shared Conversations with ChatGPT in GitHub Pull Requests and Issues

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.282547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:33e35862d10326d3d535e2c692f838ad2125ab8a4c08495a662ec80eaf80fe0a

Observation 11f525b5-7980-4e75-a1c6-3b7dcfc82d65 · outbound

This paper cites AixBench: A Code Generation Benchmark Dataset.

A Study of LLMs' Preferences for Libraries and Programming Languages AixBench: A Code Generation Benchmark Dataset

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.331055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:f79c5a6938166cbf3c40c03327f83813d5a38db6b95ed65486c0227b636c9028

Observation 4fcfb383-3a16-4309-b1fc-4b9cfbef0483 · outbound

This paper cites Measuring Coding Challenge Competence With APPS.

A Study of LLMs' Preferences for Libraries and Programming Languages Measuring Coding Challenge Competence With APPS

Reference 28

Resolution
malformed identifier
local_arxiv, observed 2026-05-22T22:55:12.127556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:ac09b7301619a066c5b77aa21a354ca3f3b901781d934e667e2bcd421981e455

Observation cc7afd70-90b8-4707-8919-465e2f13a437 · outbound

This paper cites Bias Testing and Mitigation in LLM-based Code Generation.

A Study of LLMs' Preferences for Libraries and Programming Languages Bias Testing and Mitigation in LLM-based Code Generation

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.391114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:73b6a0bcd4bba1f9f96a60ad470b00bafa0bf0761cdf3e77485e9c06ca0135dc

Observation b091c67d-cd8a-4b24-8f5e-76322f58f072 · outbound

This paper cites Qwen2.5-Coder Technical Report.

A Study of LLMs' Preferences for Libraries and Programming Languages Qwen2.5-Coder Technical Report

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-05-22T22:55:12.400008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:fea667bcc45a9d714787ae8afa7334f848e274281107e6eeb07b612ddf707fa5

Observation a2e90d49-f7a0-44b5-8adb-d1489377ba69 · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-05-22T22:55:12.498884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:a25d96c2ebc460b4abcdfb7c7ce79e8e37dbae33071dc9e88f154a727c1ed71c

Observation b41e146b-6b66-4601-bed4-47ce8bc048d7 · outbound

This paper cites Mistral 7B.

A Study of LLMs' Preferences for Libraries and Programming Languages Mistral 7B

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-05-22T22:55:12.418372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:9d84d5fad25f34b605fa831141affbf832fc26ab5592a968ac9be342dbbbc355

Observation 2d5f0021-c1e2-4f50-bf1a-703ee340eb7d · outbound

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

A Study of LLMs' Preferences for Libraries and Programming Languages A Survey on Large Language Models for Code Generation

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-05-22T22:55:12.423372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:69a89406e565d464af37ebbf3259d8c77bc443c5e093d1d6c02344b86515f152

Observation 6b3effcd-0cf9-4f78-9b6e-2940fe34d233 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

A Study of LLMs' Preferences for Libraries and Programming Languages SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 34

Resolution
metadata mismatch
local_arxiv, observed 2026-05-22T22:55:12.168371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:7827bbbcbb7fe8ad84d434085c048e347dd0e496542164419812b3d1b146ec9d

Observation 5beded6f-39ed-4549-927b-45ac4bd95061 · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-22T22:55:12.477485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:dd267a3f417f738efdb5a217422ab1e37ec564309f722d28c792996c2572c820

Observation 8037b75c-078a-4eaf-b790-7d29144bd1ff · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-05-22T22:55:12.472722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:3ce8b5ba722e70a7d2d12b304cb87abb6a916b8e43beb201952622552ca6d977

Observation 8b08f7fd-4739-4f2a-b135-057ba8f3d955 · outbound

This paper cites Kendall and Jean Dickinson Gibbons.

A Study of LLMs' Preferences for Libraries and Programming Languages Kendall and Jean Dickinson Gibbons

Reference 37

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verified fuzzy
raw_fallback, observed 2026-05-22T22:55:12.502046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:f136eeb76308241054e22900db6c02c8de87d1e6349c1e390b034e69b2f3d278

Observation 535e8df6-1903-4108-aa38-e1ae527c5e80 · outbound

This paper cites Why and When LLM-Based Assistants Can Go Wrong: Investigating the Effectiveness of Prompt-Based Interactions for Software Help-Seeking.

A Study of LLMs' Preferences for Libraries and Programming Languages Why and When LLM-Based Assistants Can Go Wrong: Investigating the Effectiveness of Prompt-Based Interactions for Software Help-Seeking

Reference 38

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arxiv_id, observed 2026-05-22T22:55:12.301406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:d675dc4631e741f6dcddd42e9caa5c90b814c31e26b00c09b3cbcddd024493d7

Observation 0f5427fd-c31d-4fc8-a7df-b6221c1dd6cb · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 39

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unresolved
raw_fallback, observed 2026-05-22T22:55:12.505669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:cc21848f14da36fafe35fd72d82778973d6f549f9f2b96321f192266be7f40d4

Observation 3221297b-617c-4529-a159-66d2a19f1d1e · outbound

This paper cites On Designing Better Tools for Learning APIs.

A Study of LLMs' Preferences for Libraries and Programming Languages On Designing Better Tools for Learning APIs

Reference 40

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local_arxiv, observed 2026-05-22T22:55:12.386889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:3a4ffaeb7dab58155bea24ba4cd2bda72081923209f56256c6f56ab2da125a71

Observation 6dab4b68-37fa-4434-b4f2-e4a4cfd57a0f · outbound

This paper cites Darijani, J.

A Study of LLMs' Preferences for Libraries and Programming Languages Darijani, J

Reference 41

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verified exact
doi, observed 2026-05-22T22:55:12.182801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:eb23d07010d765b33aba7b7d801a9f731b672c901838fb06f1015b4a0362bc86

Observation 3eadb453-208d-4c65-9532-3f3feb57b54f · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-22T22:55:12.518497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:71a8421e5583f8ecdf23a455c8d00516ef5e75db5dddedeca472b707a7fe374e

Observation b5a07f4a-aa59-484c-abf3-df61b98c9429 · outbound

This paper cites Selecting third-party libraries: The practitioners’ perspective.

A Study of LLMs' Preferences for Libraries and Programming Languages Selecting third-party libraries: The practitioners’ perspective

Reference 43

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metadata mismatch
arxiv_id, observed 2026-05-22T22:55:12.107569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:891acb21284d62c192f8590f700487a2d435cf32cc6014d2801fd07ac7ea1fa1

Observation a42a03d0-6ddb-41b6-ad67-3bea0f7c448d · outbound

This paper cites Is ChatGPT a Good Software Librarian? An Exploratory Study on the Use of ChatGPT for Software Library Recommendations.

A Study of LLMs' Preferences for Libraries and Programming Languages Is ChatGPT a Good Software Librarian? An Exploratory Study on the Use of ChatGPT for Software Library Recommendations

Reference 44

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verified exact
arxiv_id, observed 2026-05-22T22:55:12.396110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:a686aa87e0bb409adea2dbe42a9543a6942f1a4347a6e737338aee00e7160dd1

Observation 9fe86b9b-db38-4970-b210-63ad7a8f926f · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 45

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doi, observed 2026-05-22T22:55:12.164107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:e5fd5ae9ae0b48712d7c6436941ce5bd1b58bc1d1b9479ddbcfbc5ecb89aa9b8

Observation c4ac07ea-bdf5-4bb9-846d-fee5d646d222 · outbound

This paper cites A., Mathur, S., Salabert, D., Ballot, J., R´egulo, C., Metcalfe, T.

A Study of LLMs' Preferences for Libraries and Programming Languages A., Mathur, S., Salabert, D., Ballot, J., R´egulo, C., Metcalfe, T

Reference 46

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malformed identifier
doi_truncated, observed 2026-05-22T22:55:12.178960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:0fe222c41fd286e6dc200368a1caa80683eabffad71f69f7875054ad4152069c

Observation b942e451-ebdb-4bab-8bdf-71d1e4d4eb3c · outbound

This paper cites A Qualitative Study on the Implementation Design Decisions of Developers.

A Study of LLMs' Preferences for Libraries and Programming Languages A Qualitative Study on the Implementation Design Decisions of Developers

Reference 47

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arxiv_id, observed 2026-05-22T22:55:12.138897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:cb00906949461c9ba5ee6982d51d7ae4f0e0532572a7104807cd9883cbcd87bb

Observation 4da90bfe-982c-44f3-bc26-8d1a45e8f018 · outbound

This paper cites In: Advances in Neural Information Processing Systems, Curran Associates, Inc., vol 34, pp 27,865–27,876,https://proceedings.

A Study of LLMs' Preferences for Libraries and Programming Languages In: Advances in Neural Information Processing Systems, Curran Associates, Inc., vol 34, pp 27,865–27,876,https://proceedings

Reference 48

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arxiv_id, observed 2026-05-22T22:55:12.141729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:436fedd4977bd64595846a940118fc6c69b5a5492c2b0ee29dc97b59d8eeda5c

Observation 9799c3e1-3152-4b67-b1ed-291a9b3a4918 · outbound

This paper cites Uncovering and Quantifying Social Biases in Code Generation.

A Study of LLMs' Preferences for Libraries and Programming Languages Uncovering and Quantifying Social Biases in Code Generation

Reference 49

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verified exact
arxiv_id, observed 2026-05-22T22:55:12.187778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:593fd9e7af55eb975517d83f4a4d25ae558bf629085b9a9ee7cc2e9f38136f7c

Observation 26c03155-d448-430d-ba04-e116c31d0e53 · outbound

This paper cites Interpretable online log analysis using large language models with prompt strategies.

A Study of LLMs' Preferences for Libraries and Programming Languages Interpretable online log analysis using large language models with prompt strategies

Reference 50

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arxiv_id, observed 2026-05-22T22:55:12.160595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:a38c83974029b3529aa7aa2047cddce3238bcff2dc1a5dca54b49f4c737bf58e

Observation b0ea9157-82e9-4f2d-b003-8f3f5de0b70d · outbound

This paper cites Quantifying Variance in Evaluation Benchmarks.

A Study of LLMs' Preferences for Libraries and Programming Languages Quantifying Variance in Evaluation Benchmarks

Reference 51

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verified exact
arxiv_id, observed 2026-05-22T22:55:12.391707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:2179f016b6b39ef5b70c6d13730069593a047053d0bde9aca4bd1a87085085d5

Observation 0ee47eeb-7883-4862-be21-c700edc6e7f6 · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 52

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verified exact
doi, observed 2026-05-22T22:55:12.143101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:9ceb6e3fd33bca16201facbb39d3ff840fd9354f0a65d1cffc209c5a5d7640f2

Observation b5d20c69-ad66-4d32-974f-348bf9b35759 · outbound

This paper cites Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs.

A Study of LLMs' Preferences for Libraries and Programming Languages Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs

Reference 53

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arxiv_id, observed 2026-05-22T22:55:12.373252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:4b234597fdc9858426354cc0e90ae3fb5e03a9b09c84e1cc37aefeb8c484ac36

Observation 63d6b3d9-fe1b-4251-af4d-8290141f1e61 · outbound

This paper cites A Closer Look at System Prompt Robustness.

A Study of LLMs' Preferences for Libraries and Programming Languages A Closer Look at System Prompt Robustness

Reference 54

Resolution
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arxiv_id, observed 2026-05-22T22:55:12.371899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:edf1b1246114dbbb79aa843114e8fde3635cdf7ec1eb999719fb85d9db9dffeb

Observation ab333988-5e43-4075-9b2b-7638ac412370 · outbound

This paper cites A Comprehensive Overview of Large Language Models.

A Study of LLMs' Preferences for Libraries and Programming Languages A Comprehensive Overview of Large Language Models

Reference 55

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verified exact
local_arxiv, observed 2026-05-22T22:55:12.387105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:c7a6db1b141553a782d634f21243ab813f07a840ecba78f47a3728bcece7e76a

Observation b8a13410-aa5f-4928-bade-edce56e59835 · outbound

This paper cites Need of Dockers and Kubernetes in Modern Software Development - GeakMinds.

A Study of LLMs' Preferences for Libraries and Programming Languages Need of Dockers and Kubernetes in Modern Software Development - GeakMinds

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T22:55:12.488563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:2efdf86f89c5836e009e919fe932347703ee5aa3a4345bf69d90b6d3d78ae5de

Observation 49fa7c35-580d-44ab-95ac-bfb9588b7d13 · outbound

This paper cites How Beginning Programmers and Code LLMs (Mis)read Each Other.

A Study of LLMs' Preferences for Libraries and Programming Languages How Beginning Programmers and Code LLMs (Mis)read Each Other

Reference 57

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arxiv_id, observed 2026-05-22T22:55:12.367074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:bb8eefb5a757ccbae1c265432cd74826e0bdc30d0d9fc3c5d95247bb96f2a8ee

Observation fa4ebc5f-cc4b-4d4d-b590-d8cb583aea55 · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 58

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unresolved
raw_fallback, observed 2026-05-22T22:55:12.509180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:5c61215141f70519f3b14febb6b066082153b3d7ba97541b09ceeec8ce8988e6

Observation 1dadcb03-3350-4418-b25e-01ce567eb079 · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-05-22T22:55:12.475763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:e106b63587b25a9c4b793de68327e2462299305f58dcdf54feac423901560e97

Observation 1f01eebb-3a61-4af5-8ae9-f715c7e1d482 · outbound

This paper cites GPT-4 Technical Report.

A Study of LLMs' Preferences for Libraries and Programming Languages GPT-4 Technical Report

Reference 60

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verified exact
local_arxiv, observed 2026-05-22T22:55:12.413934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:b210b3a76f0e1d500a2cea067f6139fa958eccad71f4ae4702ca1f0d031ec9d2

Observation 9b42c351-f2f5-4bc8-b932-922c649f7cfe · outbound

This paper cites Evaluating In-Context Learning of Libraries for Code Generation.

A Study of LLMs' Preferences for Libraries and Programming Languages Evaluating In-Context Learning of Libraries for Code Generation

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.114084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:4db427d231d221061dcbe569a827cdcd3cd6847f3a4ebc1b3979f13a2d580242

Observation 694aa717-3ff1-4dd3-9f0c-b6c26f45f4b6 · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 62

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.153960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:407bae6267c403ec79e3630cca6450c3b173a58a48f3d44b8e59d100001cae16

Observation e2eb9254-ddd1-436b-9f23-83dfdb123342 · outbound

This paper cites Is Temperature the Creativity Parameter of Large Language Models?.

A Study of LLMs' Preferences for Libraries and Programming Languages Is Temperature the Creativity Parameter of Large Language Models?

Reference 63

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:55:12.160160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:bfc70b97221a02f96f506290748a32ebcbe0d1f34ebe29d3dd8ef2993aff3f8f

Observation 9e77ea68-4b33-41d8-b9a0-26e3b23ac15a · outbound

This paper cites InProceedings of the 1st International Workshop on Large Language Models for Code(Lisbon, Portugal)(LLM4Code ’24).

A Study of LLMs' Preferences for Libraries and Programming Languages InProceedings of the 1st International Workshop on Large Language Models for Code(Lisbon, Portugal)(LLM4Code ’24)

Reference 64

Resolution
malformed identifier
arxiv_id, observed 2026-05-22T22:55:12.310632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:ff9f97233203a6851345c8e84ea32b4d00137537ce9a246c36fd2ef6a67ee968

Observation f44ed910-6792-4693-8c18-7df01133da49 · outbound

This paper cites The Effect of Sampling Temperature on Problem Solving in Large Language Models.

A Study of LLMs' Preferences for Libraries and Programming Languages The Effect of Sampling Temperature on Problem Solving in Large Language Models

Reference 65

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verified exact
arxiv_id, observed 2026-05-22T22:55:12.211946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:e7721ce25ee0f6904003e946c680387c252205ae8be7d66239448d597fe6feef

Observation ceb6593e-69cc-4208-89a1-22894b7ec7d4 · outbound

This paper cites Large language model for vulnerability detection: Emerging results and future directions.

A Study of LLMs' Preferences for Libraries and Programming Languages Large language model for vulnerability detection: Emerging results and future directions

Reference 66

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verified exact
arxiv_id, observed 2026-05-22T22:55:12.100421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:81f38c99be08a4219e36741ae664f0045d2e092115236404968ff5ea049749f3

Observation 5a40b3c2-7e75-404c-8ff3-75dfb3d15c21 · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-05-22T22:55:12.459959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:999025e69eb3e8654e20345b3937bf6729461d65ca0638c42df102e53fb325b6

Observation 89a0c9d4-d613-4dcd-835b-7a9deea3d428 · outbound

This paper cites 2016.Software Engineering, Global Edition.

A Study of LLMs' Preferences for Libraries and Programming Languages 2016.Software Engineering, Global Edition

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T22:55:12.448143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:e59178cc8e710ff1cfd05defef4d712759fcb726361b4f0ef854d7ca3b6b41f1

Observation 04540e6e-ff2e-4691-8960-77a8da2a2f87 · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-05-22T22:55:12.515509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:2da563f2c8ce09f263514d0bae190f6ddc190aef58f136c07931158004a41d97

Observation d9786b80-9e4f-4209-a729-49de38025099 · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-05-22T22:55:12.512488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:a80810bbe9c0fbee249aaed6b75051e92d99c1198c4e81fb9f81e8a807cd2885

Observation 3e4fa95c-b8d4-475f-af30-30b12f781e05 · outbound

This paper cites How do people decide?.

A Study of LLMs' Preferences for Libraries and Programming Languages How do people decide?

Reference 71

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arxiv_id, observed 2026-05-22T22:55:12.193362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation 30a7a67c-3fec-42b4-9341-1c7a7719740a · outbound

This paper cites Top PyPI Packages.

A Study of LLMs' Preferences for Libraries and Programming Languages Top PyPI Packages

Reference 73

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raw_fallback, observed 2026-05-22T22:55:12.469563Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:ca4f00d34ef4e70a5e88f07a677fb5851b7de5eca15e21879fc0fd6b2b04ecf2

Observation e17b3e59-51ec-4c5d-9ade-30a38576ffd0 · outbound

This paper cites Usage Statistics and Market Share of Web Servers, November 2024.

A Study of LLMs' Preferences for Libraries and Programming Languages Usage Statistics and Market Share of Web Servers, November 2024

Reference 74

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raw_fallback, observed 2026-05-22T22:55:12.495575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:3de4194dbab213a7d58351fd49094c6a86a5941e34a2018dc51d1099684a3d18

Observation 31284589-41c6-48e0-9b37-4a887ed1eab3 · outbound

This paper cites A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How.

A Study of LLMs' Preferences for Libraries and Programming Languages A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How

Reference 75

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arxiv_id, observed 2026-05-22T22:55:12.096391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:4a9ca2f5cd12bcad5ca7024a0b23506538cf7dd128e2c30f0270af0424af175f

Observation 19938b79-6abe-4e3f-bd70-57db6661ab1c · outbound

This paper cites Exploring Multi-Lingual Bias of Large Code Models in Code Generation.

A Study of LLMs' Preferences for Libraries and Programming Languages Exploring Multi-Lingual Bias of Large Code Models in Code Generation

Reference 76

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arxiv_id, observed 2026-05-22T22:55:12.341167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:3a5d2f1af9c3968ed534d463d96dc57cbf4a0f8c2d2884a90f0829d36594279b

Observation cbdc19be-4e58-410c-a050-9939ebfc48d8 · outbound

This paper cites arXiv preprint arXiv:2505.05283 , year =.

A Study of LLMs' Preferences for Libraries and Programming Languages arXiv preprint arXiv:2505.05283 , year =

Reference 77

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arxiv_id, observed 2026-05-22T22:55:12.351916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:2adbc78cab76bb3ce2158eb8c4ec6b3230090d1122ffb6b6d013f99388053ca0

Observation 8b753f52-7ad2-4a02-b40f-464cf233e7f1 · outbound

This paper cites Tarizadeh, Homogeneity of zero-divisors, units and c olon ideals in a graded ring, submitted to Compositio Mathematica, https://doi.org/10.48550/ar Xiv.2108.10235 (2021).

A Study of LLMs' Preferences for Libraries and Programming Languages Tarizadeh, Homogeneity of zero-divisors, units and c olon ideals in a graded ring, submitted to Compositio Mathematica, https://doi.org/10.48550/ar Xiv.2108.10235 (2021)

Reference 78

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doi_truncated, observed 2026-05-22T22:55:12.147430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:2f4248c5bf62baad3f5d9b662d711cd570bcc065fa81aa17275b381167b96400

Observation 483039ec-f863-40d5-bd7c-364bd7bcca8d · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 79

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doi, observed 2026-05-22T22:55:12.055440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:029217040b0eed641abd1e63f01c578d40a46f5598eb30c19315b430c84a4d8f

Observation 12eea384-9d03-4bba-adbc-c40f38dd2b00 · outbound

This paper cites an unresolved cited work.

A Study of LLMs' Preferences for Libraries and Programming Languages Unresolved cited work

Reference 80

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raw_fallback, observed 2026-05-22T22:55:12.492001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:5969876ab31feca225ea1236910943ad16311ec9cdf00cc02f11d435b9d22d20

Observation e8a80c6a-133d-4ffe-a3fc-bb7bedd884a6 · outbound

This paper cites Benchmark Data Contamination of Large Language Models: A Survey.

A Study of LLMs' Preferences for Libraries and Programming Languages Benchmark Data Contamination of Large Language Models: A Survey

Reference 81

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arxiv_id, observed 2026-05-22T23:10:41.376209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:b3ecc2e1904259d77de275efb18436fb3e08be446d941e4a76f8760d54fda761

Observation 8d2285a7-f240-48c5-92e5-e76ba7ed1747 · outbound

This paper cites doi: 10.18653/v1/20 22.emnlp-main.759.

A Study of LLMs' Preferences for Libraries and Programming Languages doi: 10.18653/v1/20 22.emnlp-main.759

Reference 82

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doi_truncated, observed 2026-05-22T22:55:12.130453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:9db1605fa0d3e5525c7520a03ea24fa46d7c23523bc6c06102dfe0ea0b2dbb1f

Observation 5a79fc58-6936-4e2a-ae60-b2a3f50394b7 · outbound

This paper cites Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow.

A Study of LLMs' Preferences for Libraries and Programming Languages Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow

Reference 83

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local_arxiv, observed 2026-05-22T22:55:12.133231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:1bc228393c0c5c6101c588ea1eccf7a9fdce8a577707f9e3fb75551421d39224

Observation b4c3dda3-2083-41b1-a842-f7a23738a769 · outbound

This paper cites CERT : Continual Pre-training on Sketches for Library-oriented Code Generation.

A Study of LLMs' Preferences for Libraries and Programming Languages CERT : Continual Pre-training on Sketches for Library-oriented Code Generation

Reference 84

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doi, observed 2026-05-22T22:55:12.181582Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:69e2c737cacb2f4097c7849a85886d72ae9d12d273f7a34ff5f29d388a4f840d

Observation e9e35abc-c21e-414a-9682-63a22478173b · outbound

This paper cites Private-Library-Oriented Code Generation with Large Language Models.

A Study of LLMs' Preferences for Libraries and Programming Languages Private-Library-Oriented Code Generation with Large Language Models

Reference 85

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arxiv_id, observed 2026-05-22T22:55:12.395200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:8bc6662a8e70a82bd2c14e56649b8b4b89868362de26d5de9e87edfd857a2cd7

Observation 58699f42-8b93-4da7-b856-e9c99ec43f55 · outbound

This paper cites Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code.

A Study of LLMs' Preferences for Libraries and Programming Languages Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code

Reference 86

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arxiv_id, observed 2026-05-22T22:55:12.409672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:7ee36005bb0dea41189c99e50bb9a247e2631a2567660f296b1a44c8b95ee81e

Observation 727a98f5-4a76-4f0d-926a-d1b36cc9ca56 · outbound

This paper cites How to Synthesize Text Data without Model Collapse?.

A Study of LLMs' Preferences for Libraries and Programming Languages How to Synthesize Text Data without Model Collapse?

Reference 87

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arxiv_id, observed 2026-05-22T22:55:12.354938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:b1724aa88831b0ca213e70678a225cc1fff4aae8fd882dbcd8b94f4649225ec4

Observation 9f6e1d62-615d-48ff-ad27-4f3b76b7871d · outbound

This paper cites BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions.

A Study of LLMs' Preferences for Libraries and Programming Languages BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Reference 88

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local_arxiv, observed 2026-05-22T22:55:12.153738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:f8fc4f7edb31083bdc7934c5bdfb439e31b75d8d8b379280fa157fb525f9c1cb

Observation 8a3e3307-0833-47cb-8fd4-3c8f52c048f2 · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

A Study of LLMs' Preferences for Libraries and Programming Languages Fine-Tuning Language Models from Human Preferences

Reference 89

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local_arxiv, observed 2026-05-22T22:55:12.359215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-22T22:53:16.951417Z digest=sha256:cdaf64edc5b604ec7c43b8a1e49238144daf7e0611be54000b993272b725d9c4

Pith citing papers

Observation 000b7457-c5dd-4bb2-893f-c1e898ec8f31 · inbound

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality cites this paper.

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality A Study of LLMs' Preferences for Libraries and Programming Languages

Reference 70

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no resolver link, observed 2026-08-04T17:57:07.627373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T17:57:07.627373Z digest=sha256:0dd1d062d43d8f1d8527cffcb2ef5513e9aa907c049528bf7f4b210f5a86cf8d

Observation 1749692e-2b03-44c7-9b1f-b16a05ecd21a · inbound

Rethinking Technology Stack Selection with AI Coding Proficiency cites this paper.

Rethinking Technology Stack Selection with AI Coding Proficiency A Study of LLMs' Preferences for Libraries and Programming Languages

Reference 80

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no resolver link, observed 2026-08-04T17:07:46.608106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T17:07:46.608106Z digest=sha256:25add527933c47348a8806e977ab1340428957be71cb217b2401903964ca578f

Observation 1dca0ad3-697d-402c-ac92-069c05b155c2 · inbound

Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries cites this paper.

Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries A Study of LLMs' Preferences for Libraries and Programming Languages

Reference 64

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metadata mismatch
local_arxiv, observed 2026-05-21T22:34:24.524827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-21T22:31:20.358758Z digest=sha256:02c55a530b1683e45cce8f79d0bfb82661e612e180c90986146c8f047f01bd71

Observation bfdb7b6f-3351-4da1-be5c-c8cea38d3977 · inbound

Capture the Flags: Family-Based Evaluation of Agentic LLMs via Semantics-Preserving Transformations cites this paper.

Capture the Flags: Family-Based Evaluation of Agentic LLMs via Semantics-Preserving Transformations A Study of LLMs' Preferences for Libraries and Programming Languages

Reference 42

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local_arxiv, observed 2026-05-16T07:27:31.504682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-16T07:26:55.823329Z digest=sha256:09f56d4766c7f3708a39e444db67f94d58dd4ba5ec8742aa1e3c340c0cfeb61a

Observation b6857630-c7e0-4e28-b0c5-9617bc1c70ca · inbound

ReplicatorBench: Benchmarking LLM Agents for Replicability in Social and Behavioral Sciences cites this paper.

ReplicatorBench: Benchmarking LLM Agents for Replicability in Social and Behavioral Sciences A Study of LLMs' Preferences for Libraries and Programming Languages

Reference 17

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local_arxiv, observed 2026-05-16T02:02:06.939324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-16T02:01:07.555124Z digest=sha256:08ccf714653b3890e3313e2a4be5c72f26ff9d63d1f8eead7750d5c91337c4d4

Observation 2a751515-06a1-4ce2-aaa0-83662f79cda2 · inbound

Real Faults in Model Context Protocol (MCP) Software: a Comprehensive Taxonomy cites this paper.

Real Faults in Model Context Protocol (MCP) Software: a Comprehensive Taxonomy A Study of LLMs' Preferences for Libraries and Programming Languages

Reference 153

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no resolver link, observed 2026-08-04T05:55:44.855075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:55:44.855075Z digest=sha256:50fe0548f20a9fb1a0cadc84f8bcab5639a381402f4e983b7b04bec64a8fc9a6

Observation 8eca98c9-c963-4221-a17a-246feec0048c · inbound

CodeSpecBench: Benchmarking LLMs for Executable Behavioral Specification Generation cites this paper.

CodeSpecBench: Benchmarking LLMs for Executable Behavioral Specification Generation A Study of LLMs' Preferences for Libraries and Programming Languages

Reference 35

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metadata mismatch
local_arxiv, observed 2026-05-11T11:26:03.674508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-10T14:54:51.051959Z digest=sha256:f7c5c01394868db0863ed32e2485c824a72fec3898fa99bff6d8cca3af2cfffc

Observation 9e9a4a35-98ad-45c2-8580-934a4e93cfda · inbound

The software space of science cites this paper.

The software space of science A Study of LLMs' Preferences for Libraries and Programming Languages

Reference 50

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metadata mismatch
local_arxiv, observed 2026-05-11T21:36:14.792392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-08T04:57:35.005471Z digest=sha256:46beac5551c23907b3b687fb8178449bf9e4056757d83996e25e2153fcab1c24

Observation 128f5e43-90e4-4e4d-b4d1-63c122e78428 · inbound

FlexSQL: Flexible Exploration and Execution Make Better Text-to-SQL Agents cites this paper.

FlexSQL: Flexible Exploration and Execution Make Better Text-to-SQL Agents A Study of LLMs' Preferences for Libraries and Programming Languages

Reference 65

Resolution
metadata mismatch
local_arxiv, observed 2026-05-09T06:15:39.493878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-05-08T18:39:20.612422Z digest=sha256:92eefa2c18fd804c24be691ede0ebd36e588ae63cd9e9d751962f74125af3b2f

Observation 81e5e456-54ca-4732-acf3-57d613bd5257 · inbound

FormalRewardBench: A Benchmark for Formal Theorem Proving Reward Models cites this paper.

FormalRewardBench: A Benchmark for Formal Theorem Proving Reward Models A Study of LLMs' Preferences for Libraries and Programming Languages

Reference 3

Resolution
metadata mismatch
local_arxiv, observed 2026-05-12T04:31:21.278214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-07-11T11:50:26.030339Z digest=sha256:ac1fed92b89b09dc5efc7419f1291822977580f7373fc54e0e807f75cc5b30ab

Observation e5e5a2aa-7217-4adc-b189-977df72efb27 · inbound

Task Abstention for Large Language Models in Code Generation cites this paper.

Task Abstention for Large Language Models in Code Generation A Study of LLMs' Preferences for Libraries and Programming Languages

Reference 9

Resolution
metadata mismatch
local_arxiv, observed 2026-05-19T20:07:44.816255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-19T20:05:24.437692Z digest=sha256:cc0b203b7be65e118b43901a4252024e942632fc4945db8dda96d60562efac13

Observation 73f5b220-0c78-4da0-9125-da991bcf7162 · inbound

Quality and Security Signals in AI-Generated Python Refactoring Pull Requests cites this paper.

Quality and Security Signals in AI-Generated Python Refactoring Pull Requests A Study of LLMs' Preferences for Libraries and Programming Languages

Reference 30

Resolution
metadata mismatch
local_arxiv, observed 2026-05-21T03:03:55.916995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-21T03:01:29.056336Z digest=sha256:62026453a73b2927014116609bec9d14866b0b5b66edff5cd1e8327c42c4a919

Observation caf82920-1f70-46f6-a2bb-cf95cd720b9b · inbound

Using Probabilistic Programs to Train Inductive Reasoning in Large Language Models cites this paper.

Using Probabilistic Programs to Train Inductive Reasoning in Large Language Models A Study of LLMs' Preferences for Libraries and Programming Languages

Reference 34

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verified exact
local_arxiv, observed 2026-06-29T18:53:51.909763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-29T18:43:53.771836Z digest=sha256:e58052ca70fced0b449d732aa03352287c7282e1ab91ff349cdbaf4c04fcef1e