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Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change
William L. Hamilton
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Jure Leskovec
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Dan Jurafsky
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Paper Details:
Month: August
Year: 2016
Location: Berlin, Germany
Venue:
ACL |
Citations
URL
Bad Company—Neighborhoods in Neural Embedding Spaces Considered Harmful
Johannes Hellrich
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Udo Hahn
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Language classification from bilingual word embedding graphs
Steffen Eger
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Armin Hoenen
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Alexander Mehler
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Diachronic word embeddings and semantic shifts: a survey
Andrey Kutuzov
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Lilja Øvrelid
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Terrence Szymanski
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Erik Velldal
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The Road to Success: Assessing the Fate of Linguistic Innovations in Online Communities
Marco Del Tredici
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Raquel Fernández
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JeSemE: Interleaving Semantics and Emotions in a Web Service for the Exploration of Language Change Phenomena
Johannes Hellrich
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Sven Buechel
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Udo Hahn
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Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora
William L. Hamilton
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Kevin Clark
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Jure Leskovec
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Dan Jurafsky
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The Labeled Segmentation of Printed Books
Lara McConnaughey
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Jennifer Dai
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David Bamman
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Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation Models
Haim Dubossarsky
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Daphna Weinshall
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Eitan Grossman
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Learning Word Relatedness over Time
Guy D. Rosin
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Eytan Adar
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Kira Radinsky
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Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting
Dirk Hovy
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Christoph Purschke
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Analyzing Semantic Change in Japanese Loanwords
Hiroya Takamura
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Ryo Nagata
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Yoshifumi Kawasaki
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Multi-layer Annotation of the Rigveda
Oliver Hellwig
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Heinrich Hettrich
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Ashutosh Modi
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Manfred Pinkal
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Towards Qualitative Word Embeddings Evaluation: Measuring Neighbors Variation
Bénédicte Pierrejean
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Ludovic Tanguy
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Temporal Word Analogies: Identifying Lexical Replacement with Diachronic Word Embeddings
Terrence Szymanski
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ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media
Dustin Arendt
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Svitlana Volkova
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Exploring Diachronic Lexical Semantics with JeSemE
Johannes Hellrich
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Udo Hahn
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SemAxis: A Lightweight Framework to Characterize Domain-Specific Word Semantics Beyond Sentiment
Jisun An
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Haewoon Kwak
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Yong-Yeol Ahn
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Diachronic degradation of language models: Insights from social media
Kokil Jaidka
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Niyati Chhaya
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Lyle Ungar
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Examining Temporality in Document Classification
Xiaolei Huang
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Michael J. Paul
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Evaluating the Stability of Embedding-based Word Similarities
Maria Antoniak
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David Mimno
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Predicting Word Embeddings Variability
Bénédicte Pierrejean
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Ludovic Tanguy
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Feelings from the Past—Adapting Affective Lexicons for Historical Emotion Analysis
Sven Buechel
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Johannes Hellrich
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Udo Hahn
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Recognition of non-domain phrases in automatically extracted lists of terms
Agnieszka Mykowiecka
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Malgorzata Marciniak
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Piotr Rychlik
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Linear Ensembles of Word Embedding Models
Avo Muromägi
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Kairit Sirts
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Sven Laur
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Intrinsic and Extrinsic Evaluation of Spatiotemporal Text Representations in Twitter Streams
Lawrence Phillips
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Kyle Shaffer
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Dustin Arendt
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Nathan Hodas
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Svitlana Volkova
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Tracing armed conflicts with diachronic word embedding models
Andrey Kutuzov
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Erik Velldal
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Lilja Øvrelid
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Semantic Variation in Online Communities of Practice
Marco Del Tredici
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Raquel Fernández
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Coarse Semantic Classification of Rare Nouns Using Cross-Lingual Data and Recurrent Neural Networks
Oliver Hellwig
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http://nlp.stanford.edu/projects/histwords
http://corpus.byu.edu/coha/
Field Of Study
Linguistic Trends
Discourse
Distributional Semantics
Embeddings
Language Change
Typology
Psycholinguistics
Task
Semantic Similarity
OCR
Approach
Bayesian Model
Language
Chinese
English
French
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