MURAL: Multimodal, Multitask Retrieval Across Languages

10 September 2021

Papers citing "MURAL: Multimodal, Multitask Retrieval Across Languages"

36 / 36 papers shown

Title
PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection Tri Cao Chengyu Huang Yuexin Li Huilin Wang Amy He Nay Oo Bryan Hooi LLMAG OffRL 133 7 0 20 Aug 2024
VURF: A General-purpose Reasoning and Self-refinement Framework for Video Understanding Ahmad A Mahmood Ashmal Vayani Muzammal Naseer Salman Khan Fahad Shahbaz Khan LRM 111 9 0 21 Mar 2024
UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training Mingyang Zhou Luowei Zhou Shuohang Wang Yu Cheng Linjie Li Zhou Yu Jingjing Liu MLLM VLM 71 92 0 01 Apr 2021
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval Gregor Geigle Jonas Pfeiffer Nils Reimers Ivan Vulić Iryna Gurevych 83 60 0 22 Mar 2021
WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning Krishna Srinivasan K. Raman Jiecao Chen Michael Bendersky Marc Najork VLM 268 320 0 02 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 967 29,810 0 26 Feb 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 447 1,127 0 17 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 459 3,893 0 11 Feb 2021
Towards Zero-shot Cross-lingual Image Retrieval Pranav Aggarwal Ajinkya Kale VLM 73 25 0 24 Nov 2020
The Ubiqus English-Inuktitut System for WMT20 François Hernandez Vincent Nguyen 68 6 0 18 Nov 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Cer N. Arivazhagan Wei Wang 168 913 0 03 Jul 2020
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation Aditya Siddhant Ankur Bapna Yuan Cao Orhan Firat Mengzhao Chen Sneha Kudugunta N. Arivazhagan Yonghui Wu 72 86 0 11 May 2020
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO Zarana Parekh Jason Baldridge Daniel Cer Austin Waters Yinfei Yang 57 62 0 30 Apr 2020
Learning to Scale Multilingual Representations for Vision-Language Tasks Andrea Burns Donghyun Kim Derry Wijaya Kate Saenko Bryan A. Plummer 38 35 0 09 Apr 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 378 18,866 0 13 Feb 2020
PMIndia -- A Collection of Parallel Corpora of Languages of India Barry Haddow Faheem Kirefu 51 102 0 27 Jan 2020
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 178 125 0 05 Sep 2019
PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification Yinfei Yang Y. Zhang Chris Tar Jason Baldridge AAML 75 368 0 30 Aug 2019
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia Holger Schwenk Vishrav Chaudhary Shuo Sun Hongyu Gong Francisco Guzmán CVBM 110 407 0 10 Jul 2019
Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang Daniel Cer Amin Ahmad Mandy Guo Jax Law ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 3DV 81 479 0 09 Jul 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 153 18,179 0 28 May 2019
AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 122 47 0 08 Apr 2019
Large Batch Optimization for Deep Learning: Training BERT in 76 minutes Yang You Jing Li Sashank J. Reddi Jonathan Hseu Sanjiv Kumar Srinadh Bhojanapalli Xiaodan Song J. Demmel Kurt Keutzer Cho-Jui Hsieh ODL 261 999 0 01 Apr 2019
Polyglot Contextual Representations Improve Crosslingual Transfer Phoebe Mulcaire Jungo Kasai Noah A. Smith 62 69 0 26 Feb 2019
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax Yinfei Yang Gustavo Hernández Ábrego Steve Yuan Mandy Guo Qinlan Shen Daniel Cer Yun-hsuan Sung B. Strope R. Kurzweil 78 117 0 22 Feb 2019
The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English Francisco Guzmán Peng-Jen Chen Myle Ott J. Pino Guillaume Lample Philipp Koehn Vishrav Chaudhary MarcÁurelio Ranzato 73 145 0 04 Feb 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 107 2,748 0 22 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
COCO-CN for Cross-Lingual Image Tagging, Captioning and Retrieval Xirong Li Chaoxi Xu Xiaoxu Wang Weiyu Lan Zhengxiong Jia Gang Yang Jieping Xu 127 153 0 22 May 2018
JESC: Japanese-English Subtitle Corpus Reid Pryzant Young-joo Chung Dan Jurafsky D. Britz 3DGS 59 70 0 29 Oct 2017
Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description Desmond Elliott Stella Frank Loïc Barrault Fethi Bougares Lucia Specia VLM 79 220 0 19 Oct 2017
Image Pivoting for Learning Multilingual Multimodal Representations Spandana Gella Rico Sennrich Frank Keller Mirella Lapata SSL 71 78 0 24 Jul 2017
STAIR Captions: Constructing a Large-Scale Japanese Image Caption Dataset Yuya Yoshikawa Yutaro Shigeto A. Takeuchi 3DV 60 118 0 02 May 2017
Multi30K: Multilingual English-German Image Descriptions Desmond Elliott Stella Frank K. Simaán Lucia Specia VLM 131 590 0 02 May 2016
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 144 5,591 0 07 Dec 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 426 43,814 0 01 May 2014