What Is Missing in Multilingual Visual Reasoning and How to Fix It

What Is Missing in Multilingual Visual Reasoning and How to Fix It

3 March 2024

Graham Neubig

Papers citing "What Is Missing in Multilingual Visual Reasoning and How to Fix It"

11 / 11 papers shown

Title
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization Iñigo Pikabea Iñaki Lacunza Oriol Pareras Carlos Escolano Aitor Gonzalez-Agirre Javier Hernando Marta Villegas VLM 52 0 0 28 Mar 2025
Towards Top-Down Reasoning: An Explainable Multi-Agent Approach for Visual Question Answering Zeqing Wang Wentao Wan Qiqing Lao Runmeng Chen Minjie Lang Keze Wang Liang Lin Liang Lin LRM 103 3 0 17 Feb 2025
Why do LLaVA Vision-Language Models Reply to Images in English? Musashi Hinck Carolin Holtermann M. L. Olson Florian Schneider Sungduk Yu Anahita Bhiwandiwalla Anne Lauscher Shaoyen Tseng Vasudev Lal VLM 35 5 0 02 Jul 2024
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners Peng Hu Sizhe Liu Changjiang Gao Xin Huang Xue Han Junlan Feng Chao Deng Shujian Huang LRM 38 1 0 24 Jun 2024
See It from My Perspective: How Language Affects Cultural Bias in Image Understanding Amith Ananthram Elias Stengel-Eskin Carl Vondrick Joey Tianyi Zhou VLM 34 0 0 17 Jun 2024
The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research Mohamed Abdalla Jan Philip Wahle Terry Ruas Aurélie Névéol Fanny Ducel Saif M. Mohammad Karën Fort 80 27 0 04 May 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
Systematic Inequalities in Language Technology Performance across the World's Languages Damián E. Blasi Antonios Anastasopoulos Graham Neubig 125 131 0 13 Oct 2021
Visually Grounded Reasoning across Languages and Cultures Fangyu Liu Emanuele Bugliarello E. Ponti Siva Reddy Nigel Collier Desmond Elliott VLM LRM 109 168 0 28 Sep 2021
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,198 0 01 Sep 2014