{"work":{"id":"3d2c4b3a-7d0e-4e31-9c75-d3e76f9eceae","openalex_id":"https://openalex.org/W4399401005","doi":"10.48550/arxiv.2406.01304","arxiv_id":"2406.01304","raw_key":null,"title":"CodeR: Issue Resolving with Multi-Agent and Task Graphs","authors":null,"authors_text":"Dong Chen, Shaoxin Lin, Muhan Zeng, Daoguang Zan, Jian-Gang Wang, Anton Cheshkov, Jun Sun, Hao Yu, Guoliang Dong, Artem Aliev, et al","year":2024,"venue":"cs.CL","abstract":"GitHub issue resolving recently has attracted significant attention from academia and industry. SWE-bench is proposed to measure the performance in resolving issues. In this paper, we propose CodeR, which adopts a multi-agent framework and pre-defined task graphs to Repair & Resolve reported bugs and add new features within code Repository. On SWE-bench lite, CodeR is able to solve 28.33% of issues, when submitting only once for each issue. We examine the performance impact of each design of CodeR and offer insights to advance this research direction.","external_url":"https://arxiv.org/abs/2406.01304","cited_by_count":5,"metadata_source":"pith","metadata_fetched_at":"2026-08-05T02:28:24.338817+00:00","pith_arxiv_id":"2406.01304","created_at":"2026-05-10T18:35:42.460246+00:00","updated_at":"2026-08-05T02:28:24.338817+00:00","title_quality_ok":true,"display_title":"arXiv preprint arXiv:2406.01304 (2024)","render_title":"arXiv preprint arXiv:2406.01304 (2024)"},"hub":{"state":{"work_id":"3d2c4b3a-7d0e-4e31-9c75-d3e76f9eceae","tier":"hub","tier_reason":"10+ Pith inbound or 1,000+ external citations","pith_inbound_count":18,"external_cited_by_count":5,"distinct_field_count":5,"first_pith_cited_at":"2024-07-01T17:24:45+00:00","last_pith_cited_at":"2026-07-02T01:40:39+00:00","author_build_status":"not_needed","summary_status":"needed","contexts_status":"needed","graph_status":"needed","ask_index_status":"not_needed","reader_status":"not_needed","recognition_status":"not_needed","updated_at":"2026-08-18T04:50:12.281688+00:00","tier_text":"hub"},"tier":"hub","role_counts":[{"context_role":"background","n":4}],"polarity_counts":[{"context_polarity":"background","n":4}],"runs":{},"summary":{},"graph":{},"authors":[]}}