{"id":7737,"date":"2025-11-21T05:41:00","date_gmt":"2025-11-20T20:41:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7737"},"modified":"2025-11-08T22:50:35","modified_gmt":"2025-11-08T13:50:35","slug":"a-systematic-literature-review-of-code-hallucinations-in-llms-characterization-mitigation-methods-challenges-and-future-directions-for-reliable-ai","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7737","title":{"rendered":"A Systematic Literature Review of Code Hallucinations in LLMs: Characterization, Mitigation Methods, Challenges, and Future Directions for Reliable AI\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Systematic Literature Review of Code Hallucinations in LLMs: Characterization, Mitigation Methods, Challenges, and Future Directions for Reliable AI\u00a0<\/strong>[54.3]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u304c\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30bf\u30b9\u30af\u306b\u7d71\u5408\u3055\u308c\u308b\u306b\u3064\u308c\u3001\u30b3\u30fc\u30c9\u306e\u5e7b\u899a\u306e\u7406\u89e3\u3068\u7de9\u548c\u304c\u4e0d\u53ef\u6b20\u306b\u306a\u308b\u3002 \u30b3\u30fc\u30c9\u6307\u5411LLM\u306b\u304a\u3051\u308b\u5e7b\u899a\u73fe\u8c61\u30924\u3064\u306e\u91cd\u8981\u306a\u89b3\u70b9\u304b\u3089\u4f53\u7cfb\u7684\u306b\u691c\u8a0e\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2511.00776v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2511.00776v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sun, 02 Nov 2025 02:58:41 GMT)<\/li>\n\n\n\n<li>\u300c(1) NLP surveys that summarize hallucination research in natural language generation, and (2) software engineering papers that directly investigate hallucinations in code.\u300d\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[387,486],"class_list":["post-7737","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-486"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7737","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7737"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7737\/revisions"}],"predecessor-version":[{"id":7738,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7737\/revisions\/7738"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7737"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7737"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7737"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}