The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation Article Swipe

PDF

Xiaoyu Zhang , Juan Zhai , Shiqing Ma , Qiang Bao , Weipeng Jiang , Qian Wang , Chao Shen , Yang Liu ·

YOU? · · 2025 · Open Access · · DOI: https://doi.org/10.18653/v1/2025.acl-long.1038

Related Topics

Concepts

Computer science Code (set theory) Code generation Programming language Computer security Set (abstract data type) Key (lock)

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.18653/v1/2025.acl-long.1038
PDF: https://aclanthology.org/2025.acl-long.1038.pdf
OA Status: gold
Related Works: 10
OpenAlex ID: https://openalex.org/W4412945018

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4412945018

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.18653/v1/2025.acl-long.1038

Digital Object Identifier
Title: The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2025

Year of publication
Publication date: 2025-01-01

Full publication date if available
Authors: Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Qiang Bao, Weipeng Jiang, Qian Wang, Chao Shen, Yang Liu

List of authors in order
Landing page: https://doi.org/10.18653/v1/2025.acl-long.1038

Publisher landing page
PDF URL: https://aclanthology.org/2025.acl-long.1038.pdf

Direct link to full text PDF
Open access: Yes

Whether a free full text is available
OA status: gold

Open access status per OpenAlex
OA URL: https://aclanthology.org/2025.acl-long.1038.pdf

Direct OA link when available
Concepts: Computer science, Code (set theory), Code generation, Programming language, Computer security, Set (abstract data type), Key (lock)

Top concepts (fields/topics) attached by OpenAlex
Cited by: 0

Total citation count in OpenAlex
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W4412945018
doi	https://doi.org/10.18653/v1/2025.acl-long.1038
ids.doi	https://doi.org/10.18653/v1/2025.acl-long.1038
ids.openalex	https://openalex.org/W4412945018
fwci	0.0
type	article
title	The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation
biblio.issue
biblio.volume
biblio.last_page	21403
biblio.first_page	21376
topics[0].id	https://openalex.org/T10181
topics[0].field.id	https://openalex.org/fields/17
topics[0].field.display_name	Computer Science
topics[0].score	0.9939000010490417
topics[0].domain.id	https://openalex.org/domains/3
topics[0].domain.display_name	Physical Sciences
topics[0].subfield.id	https://openalex.org/subfields/1702
topics[0].subfield.display_name	Artificial Intelligence
topics[0].display_name	Natural Language Processing Techniques
topics[1].id	https://openalex.org/T10260
topics[1].field.id	https://openalex.org/fields/17
topics[1].field.display_name	Computer Science
topics[1].score	0.9894999861717224
topics[1].domain.id	https://openalex.org/domains/3
topics[1].domain.display_name	Physical Sciences
topics[1].subfield.id	https://openalex.org/subfields/1710
topics[1].subfield.display_name	Information Systems
topics[1].display_name	Software Engineering Research
topics[2].id	https://openalex.org/T10028
topics[2].field.id	https://openalex.org/fields/17
topics[2].field.display_name	Computer Science
topics[2].score	0.9850999712944031
topics[2].domain.id	https://openalex.org/domains/3
topics[2].domain.display_name	Physical Sciences
topics[2].subfield.id	https://openalex.org/subfields/1702
topics[2].subfield.display_name	Artificial Intelligence
topics[2].display_name	Topic Modeling
is_xpac	False
apc_list
apc_paid
concepts[0].id	https://openalex.org/C41008148
concepts[0].level	0
concepts[0].score	0.6535159349441528
concepts[0].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[0].display_name	Computer science
concepts[1].id	https://openalex.org/C2776760102
concepts[1].level	3
concepts[1].score	0.5497900247573853
concepts[1].wikidata	https://www.wikidata.org/wiki/Q5139990
concepts[1].display_name	Code (set theory)
concepts[2].id	https://openalex.org/C133162039
concepts[2].level	3
concepts[2].score	0.43853533267974854
concepts[2].wikidata	https://www.wikidata.org/wiki/Q1061077
concepts[2].display_name	Code generation
concepts[3].id	https://openalex.org/C199360897
concepts[3].level	1
concepts[3].score	0.41108018159866333
concepts[3].wikidata	https://www.wikidata.org/wiki/Q9143
concepts[3].display_name	Programming language
concepts[4].id	https://openalex.org/C38652104
concepts[4].level	1
concepts[4].score	0.3740805983543396
concepts[4].wikidata	https://www.wikidata.org/wiki/Q3510521
concepts[4].display_name	Computer security
concepts[5].id	https://openalex.org/C177264268
concepts[5].level	2
concepts[5].score	0.0
concepts[5].wikidata	https://www.wikidata.org/wiki/Q1514741
concepts[5].display_name	Set (abstract data type)
concepts[6].id	https://openalex.org/C26517878
concepts[6].level	2
concepts[6].score	0.0
concepts[6].wikidata	https://www.wikidata.org/wiki/Q228039
concepts[6].display_name	Key (lock)
keywords[0].id	https://openalex.org/keywords/computer-science
keywords[0].score	0.6535159349441528
keywords[0].display_name	Computer science
keywords[1].id	https://openalex.org/keywords/code
keywords[1].score	0.5497900247573853
keywords[1].display_name	Code (set theory)
keywords[2].id	https://openalex.org/keywords/code-generation
keywords[2].score	0.43853533267974854
keywords[2].display_name	Code generation
keywords[3].id	https://openalex.org/keywords/programming-language
keywords[3].score	0.41108018159866333
keywords[3].display_name	Programming language
keywords[4].id	https://openalex.org/keywords/computer-security
keywords[4].score	0.3740805983543396
keywords[4].display_name	Computer security
language	en
locations[0].id	doi:10.18653/v1/2025.acl-long.1038
locations[0].is_oa	True
locations[0].source
locations[0].license	cc-by
locations[0].pdf_url	https://aclanthology.org/2025.acl-long.1038.pdf
locations[0].version	publishedVersion
locations[0].raw_type	proceedings-article
locations[0].license_id	https://openalex.org/licenses/cc-by
locations[0].is_accepted	True
locations[0].is_published	True
locations[0].raw_source_name	Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
locations[0].landing_page_url	https://doi.org/10.18653/v1/2025.acl-long.1038
indexed_in	crossref
authorships[0].author.id	https://openalex.org/A5100704529
authorships[0].author.orcid	https://orcid.org/0000-0001-8152-4794
authorships[0].author.display_name	Xiaoyu Zhang
authorships[0].author_position	first
authorships[0].raw_author_name	Xiaoyu Zhang
authorships[0].is_corresponding	False
authorships[1].author.id	https://openalex.org/A5071575216
authorships[1].author.orcid	https://orcid.org/0000-0001-5017-8016
authorships[1].author.display_name	Juan Zhai
authorships[1].author_position	middle
authorships[1].raw_author_name	Juan Zhai
authorships[1].is_corresponding	False
authorships[2].author.id	https://openalex.org/A5101594068
authorships[2].author.orcid	https://orcid.org/0000-0003-1551-8948
authorships[2].author.display_name	Shiqing Ma
authorships[2].author_position	middle
authorships[2].raw_author_name	Shiqing Ma
authorships[2].is_corresponding	False
authorships[3].author.id	https://openalex.org/A5070265697
authorships[3].author.orcid	https://orcid.org/0009-0006-1082-1525
authorships[3].author.display_name	Qiang Bao
authorships[3].author_position	middle
authorships[3].raw_author_name	Qingshuang Bao
authorships[3].is_corresponding	False
authorships[4].author.id	https://openalex.org/A5102374363
authorships[4].author.orcid	https://orcid.org/0000-0002-0382-6401
authorships[4].author.display_name	Weipeng Jiang
authorships[4].author_position	middle
authorships[4].raw_author_name	Weipeng Jiang
authorships[4].is_corresponding	False
authorships[5].author.id	https://openalex.org/A5101993214
authorships[5].author.orcid	https://orcid.org/0000-0002-4395-917X
authorships[5].author.display_name	Qian Wang
authorships[5].author_position	middle
authorships[5].raw_author_name	Qian Wang
authorships[5].is_corresponding	False
authorships[6].author.id	https://openalex.org/A5054846749
authorships[6].author.orcid	https://orcid.org/0000-0001-5483-3348
authorships[6].author.display_name	Chao Shen
authorships[6].author_position	middle
authorships[6].raw_author_name	Chao Shen
authorships[6].is_corresponding	False
authorships[7].author.id	https://openalex.org/A5100654081
authorships[7].author.orcid	https://orcid.org/0000-0001-9814-638X
authorships[7].author.display_name	Yang Liu
authorships[7].author_position	last
authorships[7].raw_author_name	Yang Liu
authorships[7].is_corresponding	False
has_content.pdf	True
has_content.grobid_xml	True
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://aclanthology.org/2025.acl-long.1038.pdf
open_access.oa_status	gold
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation
has_fulltext	False
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T10181
primary_topic.field.id	https://openalex.org/fields/17
primary_topic.field.display_name	Computer Science
primary_topic.score	0.9939000010490417
primary_topic.domain.id	https://openalex.org/domains/3
primary_topic.domain.display_name	Physical Sciences
primary_topic.subfield.id	https://openalex.org/subfields/1702
primary_topic.subfield.display_name	Artificial Intelligence
primary_topic.display_name	Natural Language Processing Techniques
related_works	https://openalex.org/W4391375266, https://openalex.org/W2899084033, https://openalex.org/W2748952813, https://openalex.org/W2390279801, https://openalex.org/W4391913857, https://openalex.org/W2358668433, https://openalex.org/W2163672025, https://openalex.org/W2048831961, https://openalex.org/W1606349578, https://openalex.org/W4399567378
cited_by_count	0
locations_count	1
best_oa_location.id	doi:10.18653/v1/2025.acl-long.1038
best_oa_location.is_oa	True
best_oa_location.source
best_oa_location.license	cc-by
best_oa_location.pdf_url	https://aclanthology.org/2025.acl-long.1038.pdf
best_oa_location.version	publishedVersion
best_oa_location.raw_type	proceedings-article
best_oa_location.license_id	https://openalex.org/licenses/cc-by
best_oa_location.is_accepted	True
best_oa_location.is_published	True
best_oa_location.raw_source_name	Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
best_oa_location.landing_page_url	https://doi.org/10.18653/v1/2025.acl-long.1038
primary_location.id	doi:10.18653/v1/2025.acl-long.1038
primary_location.is_oa	True
primary_location.source
primary_location.license	cc-by
primary_location.pdf_url	https://aclanthology.org/2025.acl-long.1038.pdf
primary_location.version	publishedVersion
primary_location.raw_type	proceedings-article
primary_location.license_id	https://openalex.org/licenses/cc-by
primary_location.is_accepted	True
primary_location.is_published	True
primary_location.raw_source_name	Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
primary_location.landing_page_url	https://doi.org/10.18653/v1/2025.acl-long.1038
publication_date	2025-01-01
publication_year	2025
referenced_works_count	0
abstract_inverted_index
cited_by_percentile_year
countries_distinct_count	0
institutions_distinct_count	8
citation_normalized_percentile.value	0.156971
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	True