conftrace_

token-level detection

5 papers

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Co-occurring keywords · papers mentioning both

hallucination detection (4) multimodal large language model (2) text generation (2) token-level classification (1) summary generation (1) large language model (1) transformer model (1) pretrained generative model (1) document-level classification (1) fine-grained hallucination (1)

Papers

MHALO: Evaluating MLLMs as Fine-grained Hallucination Detectors ACL 2025 SHIFT: Smoothing Hallucinations by Information Flow Tuning for Multimodal Large Language Models ICCV 2025 A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation ACL 2022 Unsupervised Token-level Hallucination Detection from Summary Generation By-products EMNLP 2022 IBM MNLP IE at CASE 2021 Task 1: Multigranular and Multilingual Event Detection on Protest News ACL 2021