Incorporating Visual Semantics into Sentence Representations within a Grounded Space

7 February 2020

Papers citing "Incorporating Visual Semantics into Sentence Representations within a Grounded Space"

30 / 30 papers shown

Title
Sentence Embedding Alignment for Lifelong Relation Extraction Hong Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang CLL 66 133 0 06 Mar 2019
Do Neural Network Cross-Modal Mappings Really Bridge Modalities? Guillem Collell Marie-Francine Moens 29 17 0 19 May 2018
Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings Micael Carvalho Rémi Cadène David Picard Laure Soulier Nicolas Thome Matthieu Cord 43 180 0 30 Apr 2018
SentEval: An Evaluation Toolkit for Universal Sentence Representations Alexis Conneau Douwe Kiela 95 639 0 14 Mar 2018
An efficient framework for learning sentence representations Lajanugen Logeswaran Honglak Lee 77 543 0 07 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 204 11,546 0 15 Feb 2018
Learning Multi-Modal Word Representation Grounded in Visual Context Éloi Zablocki Benjamin Piwowarski Laure Soulier Patrick Gallinari SSL 55 30 0 09 Nov 2017
Unsupervised Sentence Representations as Word Information Series: Revisiting TF--IDF Ignacio Arroyo-Fernández Carlos-Francisco Méndez-Cruz Gerardo E Sierra Juan-Manuel Torres-Moreno Grigori Sidorov AI4TS 54 80 0 17 Oct 2017
SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation Daniel Cer Mona T. Diab Eneko Agirre I. Lopez-Gazpio Lucia Specia 425 1,881 0 31 Jul 2017
Learning Visually Grounded Sentence Representations Douwe Kiela Alexis Conneau Allan Jabri Maximilian Nickel SSL 48 69 0 19 Jul 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 225 2,103 0 05 May 2017
Weakly-supervised Visual Grounding of Phrases with Linguistic Structures Fanyi Xiao Leonid Sigal Yong Jae Lee 63 139 0 03 May 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 113 2,138 0 09 Mar 2017
Learning Aligned Cross-Modal Representations from Weakly Aligned Data Lluis Castrejon Y. Aytar Carl Vondrick Hamed Pirsiavash Antonio Torralba SSL DRL AI4TS 67 167 0 25 Jul 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 168 574 0 10 Feb 2016
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 872 27,350 0 02 Dec 2015
Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes Satwik Kottur Ramakrishna Vedantam José M. F. Moura Devi Parikh VLM 65 85 0 22 Nov 2015
Learning Deep Structure-Preserving Image-Text Embeddings Liwei Wang Yin Li Svetlana Lazebnik 79 781 0 19 Nov 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 304 4,282 0 21 Aug 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 210 2,408 0 22 Jun 2015
Learning language through pictures Grzegorz Chrupała Ákos Kádár Afra Alishahi VLM SSL 63 65 0 11 Jun 2015
Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models Bryan A. Plummer Liwei Wang Christopher M. Cervantes Juan C. Caicedo Julia Hockenmaier Svetlana Lazebnik 193 2,053 0 19 May 2015
Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks Xiaoyu Lin Devi Parikh 61 67 0 21 Feb 2015
Combining Language and Vision with a Multimodal Skip-gram Model Angeliki Lazaridou N. Pham Marco Baroni VLM 111 282 0 12 Jan 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 118 5,583 0 07 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 533 27,295 0 01 Sep 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 398 43,619 0 01 May 2014
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 98 3,558 0 08 Apr 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 377 33,520 0 16 Oct 2013