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Multimodal Word Distributions

27 April 2017

Papers citing "Multimodal Word Distributions"

40 / 40 papers shown

Title
Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping Hyeongjun Kwon Jinhyun Jang Jin-Hwa Kim Kwonyoung Kim Kwanghoon Sohn 119 3 0 01 Apr 2024
ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More Jiazhou Zhou Xueye Zheng Yuanhuiyi Lyu Lin Wang 135 22 0 19 Mar 2024
Word Sense Induction with Knowledge Distillation from BERT Anik Saha Alex Gittens B. Yener 45 1 0 20 Apr 2023
Subspace Representations for Soft Set Operations and Sentence Similarities Yoichi Ishibashi Sho Yokoi Katsuhito Sudoh Satoshi Nakamura NAI 53 1 0 24 Oct 2022
MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training Model Yatai Ji Junjie Wang Yuan Gong Lin Zhang Yan Zhu Hongfa Wang Jiaxing Zhang Tetsuya Sakai Yujiu Yang MLLM 82 33 0 11 Oct 2022
Uncertainty-based Cross-Modal Retrieval with Probabilistic Representations Leila Pishdad Ran Zhang Konstantinos G. Derpanis Allan D. Jepson Afsaneh Fazly 36 2 0 20 Apr 2022
Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings Gaurav Pandey Danish Contractor Sachindra Joshi 77 0 0 06 Apr 2022
SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts Arie Cattan Sophie Johnson Daniel S. Weld Ido Dagan Iz Beltagy Doug Downey Tom Hope 109 24 0 18 Apr 2021
Multi-facet Universal Schema Rohan Paul Haw-Shiuan Chang Andrew McCallum CVBM 46 1 0 29 Mar 2021
Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic Applications Haw-Shiuan Chang Amol Agrawal Andrew McCallum 66 9 0 29 Mar 2021
Embedding Words in Non-Vector Space with Unsupervised Graph Learning Max Ryabinin Sergei Popov Liudmila Prokhorenkova Elena Voita 64 7 0 06 Oct 2020
Zero-Shot Clinical Acronym Expansion via Latent Meaning Cells Griffin Adams Mert Ketenci Shreyas Bhave A. Perotte Noémie Elhadad BDL 24 0 0 29 Sep 2020
Learning Syllogism with Euler Neural-Networks Tiansi Dong Chengjiang Li Christian Bauckhage Juan-Zi Li Stefan Wrobel A. Cremers 21 4 0 14 Jul 2020
Learning Probabilistic Sentence Representations from Paraphrases Mingda Chen Kevin Gimpel 17 1 0 16 May 2020
What are the Goals of Distributional Semantics? Guy Edward Toh Emerson 85 26 0 06 May 2020
Deep Distributional Sequence Embeddings Based on a Wasserstein Loss A. Abdelwahab Niels Landwehr 55 18 0 04 Dec 2019
Representation Learning with Multisets Vasco Portilheiro SSL 29 0 0 19 Nov 2019
Learning Multi-Sense Word Distributions using Approximate Kullback-Leibler Divergence P. Jayashree Ballijepalli Shreya P. K. Srijith 30 2 0 12 Nov 2019
Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification Yingbo Gao Christian Herold Weiyue Wang Hermann Ney 52 4 0 28 Oct 2019
Correlation Coefficients and Semantic Textual Similarity V. Zhelezniak Aleksandar Savkov April Shen Nils Y. Hammerla 67 50 0 19 May 2019
Multilingual Factor Analysis Francisco Vargas Kamen Brestnichki Alexandros Papadopoulos-Korfiatis Nils Y. Hammerla 19 1 0 14 May 2019
Model Comparison for Semantic Grouping Francisco Vargas Kamen Brestnichki Nils Y. Hammerla 26 1 0 30 Apr 2019
Using Multi-Sense Vector Embeddings for Reverse Dictionaries Michael A. Hedderich Andrew Yates Dietrich Klakow Gerard de Melo 52 20 0 02 Apr 2019
Learning Taxonomies of Concepts and not Words using Contextualized Word Representations: A Position Paper Lukas Schmelzeisen Steffen Staab 32 3 0 31 Jan 2019
Poincaré GloVe: Hyperbolic Word Embeddings A. Tifrea Gary Bécigneul O. Ganea 75 289 0 15 Oct 2018
Exploration on Grounded Word Embedding: Matching Words and Images with Image-Enhanced Skip-Gram Model Ruixuan Luo 24 0 0 08 Sep 2018
Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building Representations Sidak Pal Singh Andreas Hug Aymeric Dieuleveut Martin Jaggi OT 89 27 0 29 Aug 2018
Gaussian Word Embedding with a Wasserstein Distance Loss Chi Sun Hang Yan Xipeng Qiu Xuanjing Huang 55 15 0 21 Aug 2018
Probabilistic FastText for Multi-Sense Word Embeddings Ben Athiwaratkun A. Wilson Anima Anandkumar 64 138 0 07 Jun 2018
Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions Boris Muzellec Marco Cuturi 73 79 0 19 May 2018
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning Jose Camacho-Collados Mohammad Taher Pilehvar 97 342 0 10 May 2018
Hierarchical Density Order Embeddings Ben Athiwaratkun A. Wilson 70 43 0 26 Apr 2018
English Out-of-Vocabulary Lexical Evaluation Task Han Wang Ye Wang Xinxiang Zhang Mi Lu Yoonsuck Choe Jingjing Cao 15 3 0 11 Apr 2018
Efficient Graph-based Word Sense Induction by Distributional Inclusion Vector Embeddings Haw-Shiuan Chang Amol Agrawal Ananya Ganesh A. Desai V. Mathur Alfred Hough Andrew McCallum 56 10 0 09 Apr 2018
Understanding Actors and Evaluating Personae with Gaussian Embeddings Hannah Kim Denys Katerenchuk Daniel Billet Jun Huan Haesun Park Boyang Albert Li 23 5 0 06 Apr 2018
Neural Lattice Language Models Jacob Buckman Graham Neubig 63 30 0 13 Mar 2018
Embedding Words as Distributions with a Bayesian Skip-gram Model Arthur Brazinskas Serhii Havrylov Ivan Titov BDL 49 37 0 29 Nov 2017
Robust Multilingual Part-of-Speech Tagging via Adversarial Training Michihiro Yasunaga Jungo Kasai Dragomir R. Radev 66 104 0 14 Nov 2017
Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection Haw-Shiuan Chang ZiYun Wang Luke Vilnis Andrew McCallum 93 6 0 02 Oct 2017
Generative Models of Visually Grounded Imagination Ramakrishna Vedantam Ian S. Fischer Jonathan Huang Kevin Patrick Murphy 101 139 0 30 May 2017