A Corpus for Reasoning About Natural Language Grounded in Photographs

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A Corpus for Reasoning About Natural Language Grounded in Photographs

1 November 2018

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Papers citing "A Corpus for Reasoning About Natural Language Grounded in Photographs"

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Title
Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks Corentin Kervadec G. Antipov M. Baccouche Christian Wolf 60 15 0 06 Dec 2019
Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline Vishvak Murahari Dhruv Batra Devi Parikh Abhishek Das VLM 141 117 0 05 Dec 2019
12-in-1: Multi-Task Vision and Language Representation Learning Jiasen Lu Vedanuj Goswami Marcus Rohrbach Devi Parikh Stefan Lee VLM ObjD 159 481 0 05 Dec 2019
Meta Module Network for Compositional Visual Reasoning Wenhu Chen Zhe Gan Linjie Li Yu Cheng Wenjie Wang Jingjing Liu LRM 93 71 0 08 Oct 2019
UNITER: UNiversal Image-TExt Representation Learning Yen-Chun Chen Linjie Li Licheng Yu Ahmed El Kholy Faisal Ahmed Zhe Gan Yu Cheng Jingjing Liu VLM OT 145 449 0 25 Sep 2019
NLVR2 Visual Bias Analysis Alane Suhr Yoav Artzi 54 13 0 23 Sep 2019
Neural Naturalist: Generating Fine-Grained Image Comparisons Maxwell Forbes Christine Kaeser-Chen Piyush Sharma Serge J. Belongie VLM 160 58 0 09 Sep 2019
TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen Hongmin Wang Jianshu Chen Yunkai Zhang Hong Wang Shiyang Li Xiyou Zhou William Yang Wang LMTD 178 514 0 05 Sep 2019
Language Tasks and Language Games: On Methodology in Current Natural Language Processing Research David Schlangen 85 19 0 28 Aug 2019
Is the Red Square Big? MALeViC: Modeling Adjectives Leveraging Visual Contexts Sandro Pezzelle Raquel Fernández VLM 70 18 0 27 Aug 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 372 326 0 21 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 267 2,499 0 20 Aug 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 351 1,975 0 09 Aug 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 148 136 0 22 Jul 2019
Expressing Visual Relationships via Language Hao Tan Franck Dernoncourt Zhe Lin Trung Bui Joey Tianyi Zhou 93 68 0 18 Jun 2019
Challenges and Prospects in Vision and Language Research Kushal Kafle Robik Shrestha Christopher Kanan 76 41 0 19 Apr 2019
GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering Drew A. Hudson Christopher D. Manning CoGe NAI 100 138 0 25 Feb 2019
Evaluating Text-to-Image Matching using Binary Image Selection (BISON) Hexiang Hu Ishan Misra Laurens van der Maaten 89 22 0 19 Jan 2019
Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments Howard Chen Alane Suhr Dipendra Kumar Misra Noah Snavely Yoav Artzi 218 391 0 29 Nov 2018