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A Latent Variable Model for Geographic Lexical Variation
Jacob Eisenstein
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Brendan O’Connor
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Noah A. Smith
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Eric P. Xing
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Paper Details:
Month: October
Year: 2010
Location: Cambridge, MA
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
Augmenting Business Entities with Salient Terms from Twitter
Riham Mansour
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Nesma Refaei
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Vanessa Murdock
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User-Level Race and Ethnicity Predictors from Twitter Text
Daniel Preoţiuc-Pietro
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Lyle Ungar
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Word Salad: Relating Food Prices and Descriptions
Victor Chahuneau
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Kevin Gimpel
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Bryan R. Routledge
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Lily Scherlis
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Noah A. Smith
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Supervised Text-based Geolocation Using Language Models on an Adaptive Grid
Stephen Roller
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Michael Speriosu
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Sarat Rallapalli
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Benjamin Wing
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Jason Baldridge
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A Log-Linear Model for Unsupervised Text Normalization
Yi Yang
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Jacob Eisenstein
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A Multimodal LDA Model integrating Textual, Cognitive and Visual Modalities
Stephen Roller
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Sabine Schulte im Walde
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Exploring Demographic Language Variations to Improve Multilingual Sentiment Analysis in Social Media
Svitlana Volkova
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Theresa Wilson
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David Yarowsky
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Hierarchical Discriminative Classification for Text-Based Geolocation
Benjamin Wing
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Jason Baldridge
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Confounds and Consequences in Geotagged Twitter Data
Umashanthi Pavalanathan
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Jacob Eisenstein
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#SupportTheCause: Identifying Motivations to Participate in Online Health Campaigns
Dong Nguyen
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Tijs van den Broek
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Claudia Hauff
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Djoerd Hiemstra
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Michel Ehrenhard
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Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks
Afshin Rahimi
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Timothy Baldwin
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Trevor Cohn
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Distinguishing Japanese Non-standard Usages from Standard Ones
Tatsuya Aoki
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Ryohei Sasano
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Hiroya Takamura
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Manabu Okumura
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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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Experimenting with Distant Supervision for Emotion Classification
Matthew Purver
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Stuart Battersby
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Now We Stronger than Ever: African-American English Syntax in Twitter
Ian Stewart
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The Language of Place: Semantic Value from Geospatial Context
Anne Cocos
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Chris Callison-Burch
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A Computational Analysis of the Language of Drug Addiction
Carlo Strapparava
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Rada Mihalcea
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Learning to Explain Non-Standard English Words and Phrases
Ke Ni
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William Yang Wang
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A Kernel Independence Test for Geographical Language Variation
Dong Nguyen
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Jacob Eisenstein
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A Unified Neural Network Model for Geolocating Twitter Users
Mohammad Ebrahimi
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Elaheh ShafieiBavani
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Raymond Wong
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Fang Chen
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The American Local News Corpus
Ann Irvine
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Joshua Langfus
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Chris Callison-Burch
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Towards Using Social Media to Identify Individuals at Risk for Preventable Chronic Illness
Dane Bell
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Daniel Fried
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Luwen Huangfu
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Mihai Surdeanu
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Stephen Kobourov
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Homing in on Twitter Users: Evaluating an Enhanced Geoparser for User Profile Locations
Beatrice Alex
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Clare Llewellyn
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Claire Grover
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Jon Oberlander
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Richard Tobin
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What to do about bad language on the internet
Jacob Eisenstein
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Separating Fact from Fear: Tracking Flu Infections on Twitter
Alex Lamb
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Michael J. Paul
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Mark Dredze
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Broadly Improving User Classification via Communication-Based Name and Location Clustering on Twitter
Shane Bergsma
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Mark Dredze
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Benjamin Van Durme
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Theresa Wilson
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David Yarowsky
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Exploiting Text and Network Context for Geolocation of Social Media Users
Afshin Rahimi
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Duy Vu
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Trevor Cohn
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Timothy Baldwin
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Geolocation for Twitter: Timing Matters
Mark Dredze
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Miles Osborne
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Prabhanjan Kambadur
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Simple supervised document geolocation with geodesic grids
Benjamin Wing
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Jason Baldridge
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Discovering Sociolinguistic Associations with Structured Sparsity
Jacob Eisenstein
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Noah A. Smith
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Eric P. Xing
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SITS: A Hierarchical Nonparametric Model using Speaker Identity for Topic Segmentation in Multiparty Conversations
Viet-An Nguyen
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Jordan Boyd-Graber
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Philip Resnik
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Historical Analysis of Legal Opinions with a Sparse Mixed-Effects Latent Variable Model
William Yang Wang
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Elijah Mayfield
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Suresh Naidu
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Jeremiah Dittmar
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Learning to Extract International Relations from Political Context
Brendan O’Connor
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Brandon M. Stewart
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Noah A. Smith
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Text-Driven Toponym Resolution using Indirect Supervision
Michael Speriosu
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Jason Baldridge
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A Stacking-based Approach to Twitter User Geolocation Prediction
Bo Han
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Paul Cook
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Timothy Baldwin
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Inferring User Political Preferences from Streaming Communications
Svitlana Volkova
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Glen Coppersmith
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Benjamin Van Durme
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Aspect Extraction with Automated Prior Knowledge Learning
Zhiyuan Chen
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Arjun Mukherjee
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Bing Liu
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A Semiparametric Gaussian Copula Regression Model for Predicting Financial Risks from Earnings Calls
William Yang Wang
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Zhenhao Hua
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I’m a Belieber: Social Roles via Self-identification and Conceptual Attributes
Charley Beller
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Rebecca Knowles
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Craig Harman
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Shane Bergsma
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Margaret Mitchell
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Benjamin Van Durme
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Learning Polylingual Topic Models from Code-Switched Social Media Documents
Nanyun Peng
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Yiming Wang
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Mark Dredze
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Distributed Representations of Geographically Situated Language
David Bamman
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Chris Dyer
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Noah A. Smith
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Twitter User Geolocation Using a Unified Text and Network Prediction Model
Afshin Rahimi
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Trevor Cohn
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Timothy Baldwin
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Analyzing Biases in Human Perception of User Age and Gender from Text
Lucie Flekova
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Jordan Carpenter
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Salvatore Giorgi
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Lyle Ungar
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Daniel Preoţiuc-Pietro
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Exploring Stylistic Variation with Age and Income on Twitter
Lucie Flekova
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Daniel Preoţiuc-Pietro
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Lyle Ungar
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pigeo: A Python Geotagging Tool
Afshin Rahimi
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Trevor Cohn
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Timothy Baldwin
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A Multidimensional Lexicon for Interpersonal Stancetaking
Umashanthi Pavalanathan
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Jim Fitzpatrick
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Scott Kiesling
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Jacob Eisenstein
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Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction
Yasuhide Miura
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Motoki Taniguchi
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Tomoki Taniguchi
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Tomoko Ohkuma
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A Neural Model for User Geolocation and Lexical Dialectology
Afshin Rahimi
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Trevor Cohn
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Timothy Baldwin
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Which Melbourne? Augmenting Geocoding with Maps
Milan Gritta
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Mohammad Taher Pilehvar
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Nigel Collier
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Semi-supervised User Geolocation via Graph Convolutional Networks
Afshin Rahimi
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Trevor Cohn
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Timothy Baldwin
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Dynamic Language Models for Streaming Text
Dani Yogatama
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Chong Wang
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Bryan R. Routledge
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Noah A. Smith
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Eric P. Xing
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Entity Linking on Microblogs with Spatial and Temporal Signals
Yuan Fang
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Ming-Wei Chang
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Overcoming Language Variation in Sentiment Analysis with Social Attention
Yi Yang
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Jacob Eisenstein
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#Emotional Tweets
Saif Mohammad
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Temporal Modelling of Geospatial Words in Twitter
Bo Han
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Antonio Jimeno Yepes
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Andrew MacKinlay
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Lianhua Chi
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Subword and Spatiotemporal Models for Identifying Actionable Information in Haitian Kreyol
Robert Munro
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Phonological Factors in Social Media Writing
Jacob Eisenstein
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Online Polylingual Topic Models for Fast Document Translation Detection
Kriste Krstovski
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David A. Smith
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Mining Lexical Variants from Microblogs: An Unsupervised Multilingual Approach
Alejandro Mosquera
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Paloma Moreda Pozo
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Finding Eyewitness Tweets During Crises
Fred Morstatter
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Nichola Lubold
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Heather Pon-Barry
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Jürgen Pfeffer
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Huan Liu
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As Long as You Name My Name Right: Social Circles and Social Sentiment in the Hollywood Hearings
Oren Tsur
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Dan Calacci
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David Lazer
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MiTextExplorer: Linked brushing and mutual information for exploratory text data analysis
Brendan O’Connor
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Estimating User Location in Social Media with Stacked Denoising Auto-encoders
Ji Liu
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Diana Inkpen
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Obfuscating Gender in Social Media Writing
Sravana Reddy
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Kevin Knight
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Demographer: Extremely Simple Name Demographics
Rebecca Knowles
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Josh Carroll
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Mark Dredze
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Personality Driven Differences in Paraphrase Preference
Daniel Preoţiuc-Pietro
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Jordan Carpenter
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Lyle Ungar
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Evaluating hypotheses in geolocation on a very large sample of Twitter
Bahar Salehi
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Anders Søgaard
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Huntsville, hospitals, and hockey teams: Names can reveal your location
Bahar Salehi
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Dirk Hovy
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Eduard Hovy
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Anders Søgaard
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From Shakespeare to Twitter: What are Language Styles all about?
Wei Xu
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Semantic Variation in Online Communities of Practice
Marco Del Tredici
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Raquel Fernández
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The Social and the Neural Network: How to Make Natural Language Processing about People again
Dirk Hovy
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Stylistic Variation in Social Media Part-of-Speech Tagging
Murali Raghu Babu Balusu
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Taha Merghani
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Jacob Eisenstein
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Twitter Geolocation using Knowledge-Based Methods
Taro Miyazaki
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Afshin Rahimi
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Trevor Cohn
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Timothy Baldwin
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Geocoding Without Geotags: A Text-based Approach for reddit
Keith Harrigian
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http://www.twitter.com
http://dev.twitter.com/pages/streaming_api
http://www.ark.cs.cmu.edu/GeoTwitter
http://tweetmotif.com
http://www.census.gov/geo/www/us_regdiv.pdf
Field Of Study
Approach
Graphical Model
Language
English
Spanish
Dataset
News
Twitter
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