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Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments
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| Published in: | ArXiv cs.CL Recent Papers |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1864493180030812161 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | ArXiv cs.CL Recent Papers |
| description | |
| discipline_display | Engineering & Technology |
| discipline_facet | Engineering & Technology |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:49933 |
| institution | FRELIP |
| journal_source_facet | ArXiv cs.CL Recent Papers |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments ArXiv cs.CL Recent Papers Civil & Construction Engineering & Technology |
| sub_discipline_display | Civil & Construction |
| sub_discipline_facet | Civil & Construction |
| subject_display | ArXiv cs.CL Recent Papers Civil & Construction Engineering & Technology ArXiv cs.CL Recent Papers Civil & Construction Engineering & Technology |
| subject_facet | ArXiv cs.CL Recent Papers Civil & Construction Engineering & Technology |
| title | Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments |
| title_auth | Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments |
| title_full | Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments |
| title_fullStr | Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments |
| title_full_unstemmed | Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments |
| title_short | Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments |
| title_sort | logical consistency as a bridge: improving llm hallucination detection via label constraint modeling between responses and self-judgments |
| topic | ArXiv cs.CL Recent Papers Civil & Construction Engineering & Technology |
| url | https://arxiv.org/abs/2605.03971v1 |