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
SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors Luis Espinosa-Anke Steven Schockaert DRL 30 19 0 18 Aug 2018
R-grams: Unsupervised Learning of Semantic Units in Natural Language Ariel Ekgren Amaru Cuba Gyllensten Magnus Sahlgren 11 1 0 14 Aug 2018
Instantiation Abhijeet Gupta Gemma Boleda Sebastian Padó 15 8 0 05 Aug 2018
What is not where: the challenge of integrating spatial representations into deep learning architectures John D. Kelleher Simon Dobnik 12 14 0 21 Jul 2018
Modular Mechanistic Networks: On Bridging Mechanistic and Phenomenological Models with Deep Neural Networks in Natural Language Processing Simon Dobnik John D. Kelleher 20 4 0 21 Jul 2018
Tracking the Evolution of Words with Time-reflective Text Representations Roberto Camacho Barranco R. Santos M. S. Hossain 43 14 0 12 Jul 2018
hep-th Yang-Hui He Vishnu Jejjala B. Nelson AIMat 13 322 0 27 Jun 2018
fMRI Semantic Category Decoding using Linguistic Encoding of Word Embeddings S. Oota Naresh Manwani R. Bapi 11 20 0 13 Jun 2018
Diachronic word embeddings and semantic shifts: a survey Andrey Kutuzov Lilja Øvrelid Terrence Szymanski Erik Velldal AI4TS 19 300 0 09 Jun 2018
Text Classification based on Word Subspace with Term-Frequency Erica K. Shimomoto L. S. Souza B. Gatto Kazuhiro Fukui 13 15 0 08 Jun 2018
Characterizing Departures from Linearity in Word Translation Ndapandula Nakashole R. Flauger 26 36 0 07 Jun 2018
Multiplex Communities and the Emergence of International Conflict Caleb Pomeroy N. Dasandi Slava Jankin 23 14 0 02 Jun 2018
What the Vec? Towards Probabilistically Grounded Embeddings Carl Allen Ivana Balazevic Timothy M. Hospedales 19 23 0 30 May 2018
Multi-view Sentence Representation Learning Shuai Tang V. D. Sa SSL 17 3 0 18 May 2018
Robust Handling of Polysemy via Sparse Representations A. Mahabal Dan Roth Sid Mittal 11 8 0 18 May 2018
Semantic Relatedness for All (Languages): A Comparative Analysis of Multilingual Semantic Relatedness Using Machine Translation André Freitas Siamak Barzegar J. Sales Siegfried Handschuh Brian Davis 19 13 0 16 May 2018
Textual Membership Queries Jonathan Zarecki Shaul Markovitch 11 5 0 11 May 2018
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning Jose Camacho-Collados Mohammad Taher Pilehvar 25 335 0 10 May 2018
A Rank-Based Similarity Metric for Word Embeddings Enrico Santus Hongmin Wang Emmanuele Chersoni Yue Zhang 26 19 0 04 May 2018
BomJi at SemEval-2018 Task 10: Combining Vector-, Pattern- and Graph-based Information to Identify Discriminative Attributes Enrico Santus Chris Biemann Emmanuele Chersoni 11 5 0 30 Apr 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 28 108 0 21 Apr 2018
Understand Functionality and Dimensionality of Vector Embeddings: the Distributional Hypothesis, the Pairwise Inner Product Loss and Its Bias-Variance Trade-off Zi Yin 28 8 0 01 Mar 2018
Semantic projection: recovering human knowledge of multiple, distinct object features from word embeddings Gabriel Grand I. Blank Francisco Câmara Pereira Evelina Fedorenko 23 27 0 05 Feb 2018
Disunited Nations? A Multiplex Network Approach to Detecting Preference Affinity Blocs using Texts and Votes Caleb Pomeroy N. Dasandi Slava Jankin 14 4 0 01 Feb 2018
Paraphrase-Supervised Models of Compositionality Avneesh Singh Saluja Chris Dyer Jean-David Ruvini CoGe LRM 32 1 0 31 Jan 2018
A Survey of Word Embeddings Evaluation Methods Amir Bakarov 34 183 0 21 Jan 2018
Size vs. Structure in Training Corpora for Word Embedding Models: Araneum Russicum Maximum and Russian National Corpus Andrey Kutuzov M. Kunilovskaya 19 10 0 19 Jan 2018
Social Media Analysis based on Semanticity of Streaming and Batch Data HB BarathiGanesh 19 0 0 03 Jan 2018
Learning Multimodal Word Representation via Dynamic Fusion Methods Shaonan Wang Jiajun Zhang Chengqing Zong 21 32 0 02 Jan 2018
A New Approach for Measuring Sentiment Orientation based on Multi-Dimensional Vector Space Youngsam Kim Hyopil Shin 16 2 0 31 Dec 2017
Corpus specificity in LSA and Word2vec: the role of out-of-domain documents Edgar Altszyler M. Sigman D. Slezak 19 21 0 28 Dec 2017
A Framework for Enriching Lexical Semantic Resources with Distributional Semantics Chris Biemann Stefano Faralli Alexander Panchenko Simone Paolo Ponzetto 17 14 0 23 Dec 2017
Interpretable probabilistic embeddings: bridging the gap between topic models and neural networks Anna Potapenko Artem Popov K. Vorontsov BDL 25 14 0 11 Nov 2017
Sketching Linear Classifiers over Data Streams Kai Sheng Tai Vatsal Sharan Peter Bailis Gregory Valiant 8 1 0 07 Nov 2017
Conceptual Text Summarizer: A new model in continuous vector space M. Khademi M. Fakhredanesh S. Hoseini 29 7 0 30 Oct 2017
Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding Shuai Tang Hailin Jin Chen Fang Zhaowen Wang V. D. Sa SSL 19 6 0 28 Oct 2017
Improving Negative Sampling for Word Representation using Self-embedded Features Long Chen Fajie Yuan J. Jose Weinan Zhang SSL 26 43 0 26 Oct 2017
Think Globally, Embed Locally --- Locally Linear Meta-embedding of Words Danushka Bollegala K. Hayashi Ken-ichi Kawarabayashi OffRL 30 40 0 19 Sep 2017
Using $k$ -way Co-occurrences for Learning Word Embeddings Danushka Bollegala Yuichi Yoshida Ken-ichi Kawarabayashi 19 14 0 05 Sep 2017
Compositional Approaches for Representing Relations Between Words: A Comparative Study Huda Hakami Danushka Bollegala CoGe 24 12 0 04 Sep 2017
Semantic Composition via Probabilistic Model Theory Guy Edward Toh Emerson Ann A. Copestake CoGe 25 15 0 01 Sep 2017
Variational Inference for Logical Inference Guy Edward Toh Emerson Ann A. Copestake NAI 31 7 0 01 Sep 2017
Probabilistic Relation Induction in Vector Space Embeddings Zied Bouraoui Shoaib Jameel Steven Schockaert 16 1 0 21 Aug 2017
Vector Space Model as Cognitive Space for Text Classification HB BarathiGanesh M. AnandKumar Kp Soman 17 9 0 21 Aug 2017
Learning Chinese Word Representations From Glyphs Of Characters Tzu-Ray Su Hung-yi Lee 27 86 0 16 Aug 2017
Sentiment Analysis by Joint Learning of Word Embeddings and Classifier P. Sarma Bill Sethares 17 2 0 14 Aug 2017
Thinking, Fast and Slow: Combining Vector Spaces and Knowledge Graphs Sudip Mittal A. Joshi Timothy W. Finin 22 44 0 10 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 35 2,824 0 09 Aug 2017
Learning Word Relatedness over Time Guy D. Rosin Eytan Adar Kira Radinsky 25 31 0 25 Jul 2017
Learning Rare Word Representations using Semantic Bridging Victor Prokhorov Mohammad Taher Pilehvar Dimitri Kartsaklis Pietro Lió Nigel Collier 3DV 16 5 0 24 Jul 2017