From Frequency to Meaning: Vector Space Models of Semantics

4 March 2010

Papers citing "From Frequency to Meaning: Vector Space Models of Semantics"

50 / 354 papers shown

Title
Medical Synonym Extraction with Concept Space Models Chang Wang Liangliang Cao Bowen Zhou 30 39 0 01 Jun 2015
Supervised Fine Tuning for Word Embedding with Integrated Knowledge Xuefeng Yang K. Mao SSL 25 4 0 29 May 2015
Unsupervised Cross-Domain Word Representation Learning Danushka Bollegala Takanori Maehara Ken-ichi Kawarabayashi SSL OOD 17 75 0 27 May 2015
Representing Meaning with a Combination of Logical and Distributional Models Iz Beltagy Stephen Roller Pengxiang Cheng K. Erk Raymond J. Mooney NAI 25 54 0 26 May 2015
A Frobenius Model of Information Structure in Categorical Compositional Distributional Semantics Dimitri Kartsaklis M. Sadrzadeh CoGe 29 8 0 23 May 2015
Embedding Semantic Relations into Word Representations Danushka Bollegala Takanori Maehara Ken-ichi Kawarabayashi NAI SSL 28 24 0 01 May 2015
Texts in, meaning out: neural language models in semantic similarity task for Russian Andrey Kutuzov Igor Andreev 31 45 0 30 Apr 2015
Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representation on Sequence Labelling Tasks Lizhen Qu Gabriela Ferraro Liyuan Zhou Weiwei Hou Nathan Schneider Timothy Baldwin 22 39 0 21 Apr 2015
Monitoring Term Drift Based on Semantic Consistency in an Evolving Vector Field P. Wittek Sándor Darányi Efstratios Kontopoulos T. Moysiadis Y. Kompatsiaris 27 13 0 05 Feb 2015
Open System Categorical Quantum Semantics in Natural Language Processing R. Piedeleu Dimitri Kartsaklis B. Coecke M. Sadrzadeh 40 88 0 03 Feb 2015
Measuring academic influence: Not all citations are equal Xiao-Dan Zhu Peter D. Turney D. Lemire André Vellino CML 25 242 0 26 Jan 2015
From Visual Attributes to Adjectives through Decompositional Distributional Semantics Angeliki Lazaridou Georgiana Dinu Adam Liska Marco Baroni CoGe ObjD VLM 28 16 0 12 Jan 2015
Combining Language and Vision with a Multimodal Skip-gram Model Angeliki Lazaridou N. Pham Marco Baroni VLM 37 281 0 12 Jan 2015
Tailoring Word Embeddings for Bilexical Predictions: An Experimental Comparison Pranava Swaroop Madhyastha X. Carreras A. Quattoni 38 4 0 22 Dec 2014
Improving zero-shot learning by mitigating the hubness problem Georgiana Dinu Angeliki Lazaridou Marco Baroni VLM 28 379 0 20 Dec 2014
Embedding Word Similarity with Neural Machine Translation Felix Hill Kyunghyun Cho Sébastien Jean Coline Devin Yoshua Bengio 41 63 0 19 Dec 2014
Entity-Augmented Distributional Semantics for Discourse Relations Yangfeng Ji Jacob Eisenstein 27 4 0 17 Dec 2014
Rehabilitation of Count-based Models for Word Vector Representations R. Lebret R. Collobert 35 53 0 16 Dec 2014
Learning Word Representations from Relational Graphs Danushka Bollegala Takanori Maehara Yuichi Yoshida Ken-ichi Kawarabayashi NAI 22 21 0 07 Dec 2014
Practice in Synonym Extraction at Large Scale Liangliang Cao Chang Wang NAI 14 0 0 06 Dec 2014
Tiered Clustering to Improve Lexical Entailment John Wieting 25 0 0 02 Dec 2014
One Vector is Not Enough: Entity-Augmented Distributional Semantics for Discourse Relations Yangfeng Ji Jacob Eisenstein 41 149 0 25 Nov 2014
Riesz Logic Daoud Clarke AI4CE 27 0 0 10 Oct 2014
Realizing RCC8 networks using convex regions Steven Schockaert Sanjiang Li GNN 27 9 0 09 Oct 2014
Not All Neural Embeddings are Born Equal Felix Hill Kyunghyun Cho Sébastien Jean Coline Devin Yoshua Bengio 37 51 0 02 Oct 2014
Term-Weighting Learning via Genetic Programming for Text Classification Hugo Jair Escalante Mauricio García-Limón A. Morales-Reyes Mario Graff Manuel Montes-y-Gómez E. Morales 28 65 0 02 Oct 2014
Evaluating Neural Word Representations in Tensor-Based Compositional Settings Dmitrijs Milajevs Dimitri Kartsaklis M. Sadrzadeh Matthew Purver CoGe 46 114 0 26 Aug 2014
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation Felix Hill Roi Reichart Anna Korhonen 36 1,298 0 15 Aug 2014
KNET: A General Framework for Learning Word Embedding using Morphological Knowledge Qing Cui Bin Gao Jiang Bian Siyu Qiu Tie-Yan Liu 41 0 0 07 Jul 2014
Learning Word Representations with Hierarchical Sparse Coding Dani Yogatama Manaal Faruqui Chris Dyer Noah A. Smith 61 61 0 08 Jun 2014
Semantic Composition and Decomposition: From Recognition to Generation Peter D. Turney BDL CoGe 48 14 0 30 May 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomáš Mikolov FaML 49 9,219 0 16 May 2014
Radical-Enhanced Chinese Character Embedding Yaming Sun Lei Lin Duyu Tang Nan Yang Z. Ji Xiaolong Wang 54 117 0 18 Apr 2014
Experiments with Three Approaches to Recognizing Lexical Entailment Peter D. Turney Saif M. Mohammad 46 70 0 31 Jan 2014
Centrality-as-Relevance: Support Sets and Similarity as Geometric Proximity Ricardo Ribeiro David Martins de Matos 51 16 0 16 Jan 2014
Multilingual Distributed Representations without Word Alignment Karl Moritz Hermann Phil Blunsom 60 155 0 20 Dec 2013
Factorial Hidden Markov Models for Learning Representations of Natural Language Anjan Nepal A. Yates 42 7 0 20 Dec 2013
Learning Type-Driven Tensor-Based Meaning Representations T. Polajnar Luana Fagarasan S. Clark 53 5 0 20 Dec 2013
Word Emdeddings through Hellinger PCA R. Lebret R. Collobert 53 230 0 19 Dec 2013
Category-Theoretic Quantitative Compositional Distributional Models of Natural Language Semantics Edward Grefenstette CoGe 35 32 0 06 Nov 2013
Distributional semantics beyond words: Supervised learning of analogy and paraphrase Peter D. Turney OffRL NAI CoGe 40 89 0 18 Oct 2013
Distributed Representations of Words and Phrases and their Compositionality Tomáš Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 43 33,367 0 16 Oct 2013
Domain and Function: A Dual-Space Model of Semantic Relations and Compositions Peter D. Turney CoGe 45 194 0 16 Sep 2013
Recurrent Convolutional Neural Networks for Discourse Compositionality Nal Kalchbrenner Phil Blunsom 43 251 0 15 Jun 2013
Zero-Shot Learning Through Cross-Modal Transfer R. Socher M. Ganjoo Hamsa Sridhar Osbert Bastani Christopher D. Manning A. Ng BDL VLM 46 1,466 0 16 Jan 2013
Two SVDs produce more focal deep learning representations Hinrich Schütze Christian Scheible 45 6 0 16 Jan 2013
Identifying Metaphoric Antonyms in a Corpus Analysis of Finance Articles Aaron Gerow Mark T. Keane 60 4 0 13 Dec 2012
Identifying Metaphor Hierarchies in a Corpus Analysis of Finance Articles Aaron Georw Mark T. Keane AIFin 70 6 0 13 Dec 2012
The Clustering of Author's Texts of English Fiction in the Vector Space of Semantic Fields B. Pavlyshenko 65 6 0 06 Dec 2012
Genetic Optimization of Keywords Subset in the Classification Analysis of Texts Authorship B. Pavlyshenko 65 2 0 14 Nov 2012