Ziling Cheng (@ziling_cheng) 's Twitter Profile
Ziling Cheng

@ziling_cheng

BSc Student @mcgillu | Research Assistant @Mila_Quebec

ID: 1238295061730938881

calendar_today13-03-2020 02:45:36

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Ziling Cheng (@ziling_cheng) 's Twitter Profile Photo
Ziling Cheng
@ziling_cheng

3 months ago

Do LLMs hallucinate randomly? Not quite. Our #ACL2025 (Main) paper shows that hallucinations under irrelevant contexts follow a systematic failure mode — revealing how LLMs generalize using abstract classes + context cues, albeit unreliably. 📎 Paper: arxiv.org/abs/2505.22630 1/n

Do LLMs hallucinate randomly? Not quite. Our #ACL2025 (Main) paper shows that hallucinations under irrelevant contexts follow a systematic failure mode — revealing how LLMs generalize using abstract classes + context cues, albeit unreliably. 📎 Paper: arxiv.org/abs/2505.22630 1/n