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Demographic Factors Improve Classification Performance
Dirk Hovy
|
Paper Details:
Month: July
Year: 2015
Location: Beijing, China
Venue:
ACL |
IJCNLP |
Soial Media Activity
Citations
URL
Author Profiling for Abuse Detection
Pushkar Mishra
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Marco Del Tredici
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Helen Yannakoudakis
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Ekaterina Shutova
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Expressively vulgar: The socio-dynamics of vulgarity and its effects on sentiment analysis in social media
Isabel Cachola
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Eric Holgate
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Daniel Preoţiuc-Pietro
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Junyi Jessy Li
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Motivating Personality-aware Machine Translation
Shachar Mirkin
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Scott Nowson
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Caroline Brun
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Julien Perez
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Confounds and Consequences in Geotagged Twitter Data
Umashanthi Pavalanathan
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Jacob Eisenstein
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The Rating Game: Sentiment Rating Reproducibility from Text
Lasse Borgholt
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Peter Simonsen
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Dirk Hovy
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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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Fluency detection on communication networks
Tom Lippincott
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Benjamin Van Durme
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Improving Users’ Demographic Prediction via the Videos They Talk about
Yuan Wang
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Yang Xiao
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Chao Ma
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Zhen Xiao
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Toward Socially-Infused Information Extraction: Embedding Authors, Mentions, and Entities
Yi Yang
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Ming-Wei Chang
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Jacob Eisenstein
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Human Centered NLP with User-Factor Adaptation
Veronica Lynn
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Youngseo Son
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Vivek Kulkarni
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Niranjan Balasubramanian
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H. Andrew Schwartz
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Demographic-aware word associations
Aparna Garimella
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Carmen Banea
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Rada Mihalcea
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Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information
Dirk Hovy
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Tommaso Fornaciari
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Residualized Factor Adaptation for Community Social Media Prediction Tasks
Mohammadzaman Zamani
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H. Andrew Schwartz
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Veronica Lynn
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Salvatore Giorgi
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Niranjan Balasubramanian
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evision PDF of 'Multitask Learning for Mental Health Conditions with Limited Social Media Data
Adrian Benton
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Margaret Mitchell
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Dirk Hovy
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Personalized Machine Translation: Preserving Original Author Traits
Ella Rabinovich
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Raj Nath Patel
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Shachar Mirkin
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Lucia Specia
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Shuly Wintner
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Demographic Word Embeddings for Racism Detection on Twitter
Mohammed Hasanuzzaman
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Gaël Dias
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Andy Way
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Cross-lingual syntactic variation over age and gender
Anders Johannsen
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Dirk Hovy
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Anders Søgaard
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Predicting Author Age from Weibo Microblog Posts
Wanru Zhang
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Andrew Caines
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Dimitrios Alikaniotis
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Paula Buttery
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Tagging Performance Correlates with Author Age
Dirk Hovy
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Anders Søgaard
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Inferring Perceived Demographics from User Emotional Tone and User-Environment Emotional Contrast
Svitlana Volkova
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Yoram Bachrach
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The Enemy in Your Own Camp: How Well Can We Detect Statistically-Generated Fake Reviews – An Adversarial Study
Dirk Hovy
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The Social Impact of Natural Language Processing
Dirk Hovy
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Shannon L. Spruit
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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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Towards Robust and Privacy-preserving Text Representations
Yitong Li
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Timothy Baldwin
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Trevor Cohn
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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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Detecting Asymmetric Semantic Relations in Context: A Case-Study on Hypernymy Detection
Yogarshi Vyas
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Marine Carpuat
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Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems
Svetlana Kiritchenko
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Saif Mohammad
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Modelling Valence and Arousal in Facebook posts
Daniel Preoţiuc-Pietro
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H. Andrew Schwartz
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Gregory Park
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Johannes Eichstaedt
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Margaret Kern
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Lyle Ungar
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Elisabeth Shulman
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Account Deletion Prediction on RuNet: A Case Study of Suspicious Twitter Accounts Active During the Russian-Ukrainian Crisis
Svitlana Volkova
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Eric Bell
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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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Simple Queries as Distant Labels for Predicting Gender on Twitter
Chris Emmery
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Grzegorz Chrupała
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Walter Daelemans
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Topic and audience effects on distinctively Scottish vocabulary usage in Twitter data
Philippa Shoemark
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James Kirby
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Sharon Goldwater
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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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Predicting Authorship and Author Traits from Keystroke Dynamics
Barbara Plank
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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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https://code.google.com/p/word2vec/
http://scikit-learn.org/stable/
Field Of Study
Linguistic Trends
Embeddings
Syntax
Language Change
Task
Sentiment Analysis
Language
English
French
Dataset
News
Social Media
Twitter
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