Faithful Multimodal Explanation for Visual Question Answering

Faithful Multimodal Explanation for Visual Question Answering

8 September 2018

Jialin Wu

Raymond J. Mooney

Papers citing "Faithful Multimodal Explanation for Visual Question Answering"

12 / 12 papers shown

Title
A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations Lingjun Zhao Hal Daumé III 98 0 0 25 May 2025
Reasoning Models Don't Always Say What They Think Yanda Chen Joe Benton Ansh Radhakrishnan Jonathan Uesato Carson E. Denison ... Vlad Mikulik Samuel R. Bowman Jan Leike Jared Kaplan E. Perez ReLM LRM 108 31 1 08 May 2025
A Study of the Plausibility of Attention between RNN Encoders in Natural Language Inference Duc Hau Nguyen Duc Hau Nguyen Pascale Sébillot 76 5 0 23 Jan 2025
Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations? Letitia Parcalabescu Anette Frank MLLM CoGe VLM 102 4 0 29 Apr 2024
Convincing Rationales for Visual Question Answering Reasoning Kun Li G. Vosselman Michael Ying Yang 94 1 0 06 Feb 2024
Self-Critical Reasoning for Robust Visual Question Answering Jialin Wu Raymond J. Mooney OOD NAI 61 161 0 24 May 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 87 1,307 0 26 Feb 2019
Joint Image Captioning and Question Answering Jialin Wu Zeyuan Hu Raymond J. Mooney 39 13 0 22 May 2018
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 102 4,201 0 25 Jul 2017
Adversarial Feature Learning Jiasen Lu Philipp Krahenbuhl Trevor Darrell GAN 85 1,604 0 31 May 2016
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 93 1,875 0 07 Nov 2015
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 227 4,451 0 20 Nov 2014