Evaluating the Representational Hub of Language and Vision Models

12 April 2019

Papers citing "Evaluating the Representational Hub of Language and Vision Models"

23 / 23 papers shown

Title
ColorFoil: Investigating Color Blindness in Large Vision and Language Models Ahnaf Mozib Samin M. F. Ahmed Md. Mushtaq Shahriyar Rafee VLM 103 3 0 19 May 2024
Can Visual Dialogue Models Do Scorekeeping? Exploring How Dialogue Representations Incrementally Encode Shared Knowledge Brielen Madureira David Schlangen 88 4 0 14 Apr 2022
No Training Required: Exploring Random Encoders for Sentence Classification John Wieting Douwe Kiela 82 99 0 29 Jan 2019
Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis Kelly W. Zhang Samuel R. Bowman 101 72 0 26 Sep 2018
How agents see things: On visual representations in an emergent language game Diane Bouchacourt Marco Baroni 75 98 0 31 Aug 2018
Do Neural Network Cross-Modal Mappings Really Bridge Modalities? Guillem Collell Marie-Francine Moens 41 17 0 19 May 2018
Defoiling Foiled Image Captions Pranava Madhyastha Josiah Wang Lucia Specia 59 9 0 16 May 2018
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 357 896 0 03 May 2018
Universal Sentence Encoder Daniel Cer Yinfei Yang Sheng-yi Kong Nan Hua Nicole Limtiaco ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 449 1,909 0 29 Mar 2018
Encoding of phonology in a recurrent neural model of grounded speech Afra Alishahi Marie Barking Grzegorz Chrupała 64 59 0 12 Jun 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 238 2,105 0 05 May 2017
FOIL it! Find One mismatch between Image and Language caption Ravi Shekhar Sandro Pezzelle Yauhen Klimovich Aurélie Herbelot Moin Nabi E. Sangineto Raffaella Bernardi 57 141 0 03 May 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 319 2,392 0 20 Dec 2016
Visual Dialog Abhishek Das Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav José M. F. Moura Devi Parikh Dhruv Batra 157 1,004 0 26 Nov 2016
GuessWhat?! Visual object discovery through multi-modal dialogue H. D. Vries Florian Strub A. Chandar Olivier Pietquin Hugo Larochelle Aaron Courville VLM 108 428 0 23 Nov 2016
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies Tal Linzen Emmanuel Dupoux Yoav Goldberg 125 906 0 04 Nov 2016
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks Yossi Adi Einat Kermany Yonatan Belinkov Ofer Lavi Yoav Goldberg 93 546 0 15 Aug 2016
Modeling Context in Referring Expressions Licheng Yu Patrick Poirson Shan Yang Alexander C. Berg Tamara L. Berg 133 1,279 0 31 Jul 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 243 5,512 0 03 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 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 444 43,875 0 01 May 2014
CNN Features off-the-shelf: an Astounding Baseline for Recognition A. Razavian Hossein Azizpour Josephine Sullivan S. Carlsson 163 4,949 0 23 Mar 2014