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Simple Token-Level Confidence Improves Caption Correctness

Simple Token-Level Confidence Improves Caption Correctness

IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
11 May 2023
Suzanne Petryk
Spencer Whitehead
Joseph E. Gonzalez
Trevor Darrell
Anna Rohrbach
Marcus Rohrbach
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)

Papers citing "Simple Token-Level Confidence Improves Caption Correctness"

4 / 4 papers shown
MetaToken: Detecting Hallucination in Image Descriptions by Meta Classification
MetaToken: Detecting Hallucination in Image Descriptions by Meta Classification
Laura Fieback
Jakob Spiegelberg
Hanno Gottschalk
MLLM
550
10
0
29 May 2024
Mitigating Open-Vocabulary Caption Hallucinations
Mitigating Open-Vocabulary Caption Hallucinations
Assaf Ben-Kish
Moran Yanuka
Morris Alper
Raja Giryes
Hadar Averbuch-Elor
MLLMVLM
503
16
0
06 Dec 2023
Insights into Classifying and Mitigating LLMs' Hallucinations
Insights into Classifying and Mitigating LLMs' Hallucinations
Alessandro Bruno
P. Mazzeo
Aladine Chetouani
Marouane Tliba
M. A. Kerkouri
HILM
323
20
0
14 Nov 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models
Cognitive Mirage: A Review of Hallucinations in Large Language Models
Hongbin Ye
Tong Liu
Aijia Zhang
Wei Hua
Weiqiang Jia
HILM
419
124
0
13 Sep 2023
1
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