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Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora
Daniel Ramage
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David Hall
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Ramesh Nallapati
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Christopher D. Manning
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Paper Details:
Month: August
Year: 2009
Location: Singapore
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
Authorless Topic Models: Biasing Models Away from Known Structure
Laure Thompson
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David Mimno
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Exploring Supervised LDA Models for Assigning Attributes to Adjective-Noun Phrases
Matthias Hartung
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Anette Frank
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Named Entity Recognition in Tweets: An Experimental Study
Alan Ritter
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Sam Clark
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Mausam
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Oren Etzioni
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SSHLDA: A Semi-Supervised Hierarchical Topic Model
Xian-Ling Mao
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Zhao-Yan Ming
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Tat-Seng Chua
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Si Li
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Hongfei Yan
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Xiaoming Li
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Exploiting Domain Knowledge in Aspect Extraction
Zhiyuan Chen
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Arjun Mukherjee
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Bing Liu
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Meichun Hsu
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Malu Castellanos
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Riddhiman Ghosh
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Identifying Manipulated Offerings on Review Portals
Jiwei Li
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Myle Ott
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Claire Cardie
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Exploiting Social Relations and Sentiment for Stock Prediction
Jianfeng Si
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Arjun Mukherjee
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Bing Liu
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Sinno Jialin Pan
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Qing Li
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Huayi Li
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Sometimes Average is Best: The Importance of Averaging for Prediction using MCMC Inference in Topic Modeling
Viet-An Nguyen
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Jordan Boyd-Graber
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Philip Resnik
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Efficient Methods for Incorporating Knowledge into Topic Models
Yi Yang
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Doug Downey
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Jordan Boyd-Graber
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TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering
Linmei Hu
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Juanzi Li
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Xiaoli Li
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Chao Shao
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Xuzhong Wang
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Labeled Anchors and a Scalable, Transparent, and Interactive Classifier
Jeffrey Lund
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Stephen Cowley
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Wilson Fearn
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Emily Hales
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Kevin Seppi
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Siamese Network-Based Supervised Topic Modeling
Minghui Huang
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Yanghui Rao
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Yuwei Liu
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Haoran Xie
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Fu Lee Wang
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Incorporating Lexical Priors into Topic Models
Jagadeesh Jagarlamudi
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Hal Daumé III
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Raghavendra Udupa
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Measuring the Similarity between Automatically Generated Topics
Nikolaos Aletras
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Mark Stevenson
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Named Entity Recognition on Turkish Tweets
Dilek Küçük
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Guillaume Jacquet
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Ralf Steinberger
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Sentiment Analysis in Social Networks through Topic modeling
Debashis Naskar
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Sidahmed Mokaddem
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Miguel Rebollo
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Eva Onaindia
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Subword Variation in Text Message Classification
Robert Munro
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Christopher D. Manning
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Drug Extraction from the Web: Summarizing Drug Experiences with Multi-Dimensional Topic Models
Michael J. Paul
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Mark Dredze
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Lifelong Machine Learning for Topic Modeling and Beyond
Zhiyuan Chen
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Drop-out Conditional Random Fields for Twitter with Huge Mined Gazetteer
Eunsuk Yang
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Young-Bum Kim
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Ruhi Sarikaya
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Yu-Seop Kim
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Deep Dirichlet Multinomial Regression
Adrian Benton
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Mark Dredze
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Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation
Shudong Hao
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Jordan Boyd-Graber
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Michael J. Paul
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Detecting Denial-of-Service Attacks from Social Media Text: Applying NLP to Computer Security
Nathanael Chambers
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Ben Fry
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James McMasters
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Interactive Topic Modeling
Yuening Hu
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Jordan Boyd-Graber
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Brianna Satinoff
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A Hierarchical Model of Web Summaries
Yves Petinot
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Kathleen McKeown
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Kapil Thadani
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Modeling Review Comments
Arjun Mukherjee
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Bing Liu
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A Joint Model for Discovery of Aspects in Utterances
Asli Celikyilmaz
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Dilek Hakkani-Tur
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Aspect Extraction through Semi-Supervised Modeling
Arjun Mukherjee
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Bing Liu
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evision PDF of 'Authorship Attribution with Author-aware Topic Models
Yanir Seroussi
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Fabian Bohnert
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Ingrid Zukerman
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Linking Tweets to News: A Framework to Enrich Short Text Data in Social Media
Weiwei Guo
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Hao Li
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Heng Ji
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Mona Diab
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Discovering User Interactions in Ideological Discussions
Arjun Mukherjee
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Bing Liu
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TopicSpam: a Topic-Model based approach for spam detection
Jiwei Li
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Claire Cardie
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Sujian Li
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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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Analyzing Positions and Topics in Political Discussions of the German Bundestag
Cäcilia Zirn
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Deep Questions without Deep Understanding
Igor Labutov
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Sumit Basu
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Lucy Vanderwende
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A Hierarchical Knowledge Representation for Expert Finding on Social Media
Yanran Li
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Wenjie Li
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Sujian Li
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ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling
Forough Poursabzi-Sangdeh
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Jordan Boyd-Graber
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Leah Findlater
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Kevin Seppi
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Neural Discourse Structure for Text Categorization
Yangfeng Ji
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Noah A. Smith
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Benben: A Chinese Intelligent Conversational Robot
Wei-Nan Zhang
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Ting Liu
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Bing Qin
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Yu Zhang
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Wanxiang Che
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Yanyan Zhao
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Xiao Ding
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Neural Models for Documents with Metadata
Dallas Card
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Chenhao Tan
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Noah A. Smith
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A Novel Feature-based Bayesian Model for Query Focused Multi-document Summarization
Jiwei Li
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Sujian Li
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What Makes Writing Great? First Experiments on Article Quality Prediction in the Science Journalism Domain
Annie Louis
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Ani Nenkova
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Automatic Detection and Language Identification of Multilingual Documents
Marco Lui
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Jey Han Lau
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Timothy Baldwin
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Sprite: Generalizing Topic Models with Structured Priors
Michael J. Paul
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Mark Dredze
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Leveraging VerbNet to build Corpus-Specific Verb Clusters
Daniel Peterson
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Jordan Boyd-Graber
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Martha Palmer
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Daisuke Kawahara
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Overview of the 2014 ALTA Shared Task: Identifying Expressions of Locations in Tweets
Diego Molla
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Sarvnaz Karimi
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Subword and Spatiotemporal Models for Identifying Actionable Information in Haitian Kreyol
Robert Munro
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A Combination of Topic Models with Max-margin Learning for Relation Detection
Dingcheng Li
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Swapna Somasundaran
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Amit Chakraborty
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Generating Example Contexts to Illustrate a Target Word Sense
Jack Mostow
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Weisi Duan
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A Study of Academic Collaborations in Computational Linguistics using a Latent Mixture of Authors Model
Nikhil Johri
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Daniel Ramage
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Daniel McFarland
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Daniel Jurafsky
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Evaluating unsupervised learning for natural language processing tasks
Andreas Vlachos
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Re-tweeting from a linguistic perspective
Aobo Wang
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Tao Chen
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Min-Yen Kan
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Automatic Extraction of Linguistic Metaphors with LDA Topic Modeling
Ilana Heintz
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Ryan Gabbard
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Mahesh Srivastava
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Dave Barner
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Donald Black
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Majorie Friedman
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Ralph Weischedel
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Interactive Exploration of Asynchronous Conversations: Applying a User-centered Approach to Design a Visual Text Analytic System
Enamul Hoque
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Giuseppe Carenini
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Shafiq Joty
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IITP: Multiobjective Differential Evolution based Twitter Named Entity Recognition
Md Shad Akhtar
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Utpal Kumar Sikdar
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Asif Ekbal
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Towards Early Dementia Detection: Fusing Linguistic and Non-Linguistic Clinical Data
Joseph Bullard
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Cecilia Ovesdotter Alm
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Xumin Liu
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Qi Yu
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Rubén Proaño
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Unsupervised Document Classification with Informed Topic Models
Timothy Miller
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Dmitriy Dligach
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Guergana Savova
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Feature-Rich Twitter Named Entity Recognition and Classification
Utpal Kumar Sikdar
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Björn Gambäck
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‘Who would have thought of that!’: A Hierarchical Topic Model for Extraction of Sarcasm-prevalent Topics and Sarcasm Detection
Aditya Joshi
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Prayas Jain
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Pushpak Bhattacharyya
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Mark Carman
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Twitter Named Entity Extraction and Linking Using Differential Evolution
Utpal Kumar Sikdar
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Björn Gambäck
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A Feature-based Ensemble Approach to Recognition of Emerging and Rare Named Entities
Utpal Kumar Sikdar
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Björn Gambäck
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No URLs Found
Field Of Study
Task
Information Retrieval
Summarization
Text Categorization
Approach
Generative Model
Graphical Model
Language
English
Dataset
News
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