Distributed Representations of Words and Phrases and their Compositionality

16 October 2013

Papers citing "Distributed Representations of Words and Phrases and their Compositionality"

46 / 3,096 papers shown

Title
Self-Adaptive Hierarchical Sentence Model Haiying Zhao Zhengdong Lu Pascal Poupart 38 191 0 20 Apr 2015
Compressing Neural Networks with the Hashing Trick Wenlin Chen James T. Wilson Stephen Tyree Kilian Q. Weinberger Yixin Chen 35 1,190 0 19 Apr 2015
Unsupervised Dependency Parsing: Let's Use Supervised Parsers Phong Le Willem H. Zuidema 16 23 0 18 Apr 2015
Label-Embedding for Image Classification Zeynep Akata Florent Perronnin Zaïd Harchaoui Cordelia Schmid VLM 22 773 0 30 Mar 2015
Cross-validation of matching correlation analysis by resampling matching weights Hidetoshi Shimodaira 45 15 0 29 Mar 2015
Text Segmentation based on Semantic Word Embeddings Alexander A. Alemi P. Ginsparg 3DV 27 54 0 18 Mar 2015
An Unsupervised Method for Uncovering Morphological Chains Karthik Narasimhan Regina Barzilay Tommi Jaakkola OffRL 31 74 0 08 Mar 2015
Task-Oriented Learning of Word Embeddings for Semantic Relation Classification Kazuma Hashimoto Pontus Stenetorp Makoto Miwa Yoshimasa Tsuruoka 30 53 0 28 Feb 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 66 3,112 0 28 Feb 2015
Local Translation Prediction with Global Sentence Representation Jiajun Zhang 42 22 0 27 Feb 2015
Breaking Sticks and Ambiguities with Adaptive Skip-gram Sergey Bartunov D. Kondrashkin A. Osokin Dmitry Vetrov BDL 28 161 0 25 Feb 2015
A Linear Dynamical System Model for Text David Belanger Sham Kakade 35 34 0 13 Feb 2015
Phrase-based Image Captioning R. Lebret Pedro H. O. Pinheiro R. Collobert VLM 31 120 0 12 Feb 2015
A Latent Variable Model Approach to PMI-based Word Embeddings Sanjeev Arora Yuanzhi Li Yingyu Liang Tengyu Ma Andrej Risteski 16 58 0 12 Feb 2015
Text Understanding from Scratch Xiang Zhang Yann LeCun 46 557 0 05 Feb 2015
Semantic Embedding Space for Zero-Shot Action Recognition Xun Xu Timothy M. Hospedales S. Gong VLM 42 110 0 05 Feb 2015
Transductive Multi-view Zero-Shot Learning Yanwei Fu Timothy M. Hospedales Tao Xiang S. Gong 52 452 0 19 Jan 2015
Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets Pascal Vincent A. D. Brébisson Xavier Bouthillier 34 49 0 22 Dec 2014
Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN) Junhua Mao Wenyuan Xu Yi Yang Jiang Wang Zhiheng Huang Alan Yuille VLM 86 1,235 0 20 Dec 2014
Word Representations via Gaussian Embedding Luke Vilnis Andrew McCallum 33 385 0 20 Dec 2014
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 35 3,156 0 20 Dec 2014
A Simple and Efficient Method To Generate Word Sense Representations Luis Nieto Piña Richard Johansson 24 19 0 18 Dec 2014
Incorporating Both Distributional and Relational Semantics in Word Representations Daniel Fried Kevin Duh NAI 24 43 0 18 Dec 2014
Rehabilitation of Count-based Models for Word Vector Representations R. Lebret R. Collobert 35 53 0 16 Dec 2014
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 24 5,559 0 07 Dec 2014
Effective Use of Word Order for Text Categorization with Convolutional Neural Networks Rie Johnson Tong Zhang 43 881 0 01 Dec 2014
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 103 4,412 0 20 Nov 2014
Linking GloVe with word2vec Tianze Shi Zhiyuan Liu 28 32 0 20 Nov 2014
Learning Multi-Relational Semantics Using Neural-Embedding Models Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 34 31 0 14 Nov 2014
Statistically Significant Detection of Linguistic Change Vivek Kulkarni Rami Al-Rfou Bryan Perozzi Steven Skiena 65 470 0 12 Nov 2014
Notes on Noise Contrastive Estimation and Negative Sampling Chris Dyer 39 101 0 30 Oct 2014
Explain Images with Multimodal Recurrent Neural Networks Junhua Mao Wenyuan Xu Yi Yang Jiang Wang Alan Yuille VLM GAN 34 383 0 04 Oct 2014
Not All Neural Embeddings are Born Equal Felix Hill Kyunghyun Cho Sébastien Jean Coline Devin Yoshua Bengio 45 51 0 02 Oct 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 125 43,420 0 17 Sep 2014
Building Program Vector Representations for Deep Learning Lili Mou Ge Li Yuxuan Liu Hao Peng Zhi Jin Yan Xu Lu Zhang 35 151 0 11 Sep 2014
Collaborative Deep Learning for Recommender Systems Hao Wang Naiyan Wang Dit-Yan Yeung BDL 39 1,610 0 10 Sep 2014
Evaluating Neural Word Representations in Tensor-Based Compositional Settings Dmitrijs Milajevs Dimitri Kartsaklis M. Sadrzadeh Matthew Purver CoGe 49 114 0 26 Aug 2014
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation Felix Hill Roi Reichart Anna Korhonen 45 1,298 0 15 Aug 2014
Mind the Nuisance: Gaussian Process Classification using Privileged Noise Daniel Hernández-Lobato V. Sharmanska Kristian Kersting Christoph H. Lampert Novi Quadrianto 45 41 0 01 Jul 2014
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations Ryan Kiros R. Zemel Ruslan Salakhutdinov 32 64 0 10 Jun 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 72 9,219 0 16 May 2014
Lexicon Infused Phrase Embeddings for Named Entity Resolution Alexandre Passos Vineet Kumar Andrew McCallum NAI 35 311 0 22 Apr 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 69 9,703 0 26 Mar 2014
word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method Yoav Goldberg Omer Levy SSL 29 1,607 0 15 Feb 2014
Deep Learning Embeddings for Discontinuous Linguistic Units Wenpeng Yin Hinrich Schütze 33 4 0 18 Dec 2013
From Frequency to Meaning: Vector Space Models of Semantics Peter D. Turney Patrick Pantel 110 2,982 0 04 Mar 2010