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V-Measure: A Conditional Entropy-Based External Cluster Evaluation Measure
Andrew Rosenberg
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Julia Hirschberg
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Paper Details:
Month: June
Year: 2007
Location: Prague, Czech Republic
Venue:
CoNLL |
EMNLP |
Citations
URL
Unsupervised Induction of Labeled Parse Trees by Clustering with Syntactic Features
Roi Reichart
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Ari Rappoport
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A Framework for Identifying Textual Redundancy
Kapil Thadani
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Kathleen McKeown
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Inducing Word Sense with Automatically Learned Hidden Concepts
Baobao Chang
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Wenzhe Pei
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Miaohong Chen
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Unsupervised Instance-Based Part of Speech Induction Using Probable Substitutes
Deniz Yuret
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Mehmet Ali Yatbaz
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Enis Sert
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The infinite HMM for unsupervised PoS tagging
Jurgen Van Gael
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Andreas Vlachos
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Zoubin Ghahramani
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Evaluating Models of Latent Document Semantics in the Presence of OCR Errors
Daniel Walker
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William B. Lund
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Eric K. Ringger
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Two Decades of Unsupervised POS Induction: How Far Have We Come?
Christos Christodoulopoulos
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Sharon Goldwater
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Mark Steedman
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A Bayesian Mixture Model for PoS Induction Using Multiple Features
Christos Christodoulopoulos
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Sharon Goldwater
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Mark Steedman
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Hierarchical Verb Clustering Using Graph Factorization
Lin Sun
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Anna Korhonen
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Learning Syntactic Categories Using Paradigmatic Representations of Word Context
Mehmet Ali Yatbaz
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Enis Sert
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Deniz Yuret
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Exploring the Utility of Joint Morphological and Syntactic Learning from Child-directed Speech
Stella Frank
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Frank Keller
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Sharon Goldwater
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Prior Disambiguation of Word Tensors for Constructing Sentence Vectors
Dimitri Kartsaklis
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Mehrnoosh Sadrzadeh
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An Unsupervised Model for Instance Level Subcategorization Acquisition
Simon Baker
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Roi Reichart
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Anna Korhonen
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Not All Contexts Are Created Equal: Better Word Representations with Variable Attention
Wang Ling
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Yulia Tsvetkov
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Silvio Amir
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Ramón Fermandez
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Chris Dyer
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Alan W Black
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Isabel Trancoso
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Chu-Cheng Lin
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Topic Identification and Discovery on Text and Speech
Chandler May
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Francis Ferraro
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Alan McCree
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Jonathan Wintrode
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Daniel Garcia-Romero
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Benjamin Van Durme
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Multi- and Cross-Modal Semantics Beyond Vision: Grounding in Auditory Perception
Douwe Kiela
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Stephen Clark
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Distributed Representations for Unsupervised Semantic Role Labeling
Kristian Woodsend
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Mirella Lapata
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Evaluating Hierarchies of Verb Argument Structure with Hierarchical Clustering
Jesse Mu
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Joshua K. Hartshorne
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Timothy O’Donnell
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Modeling Dialogue Acts with Content Word Filtering and Speaker Preferences
Yohan Jo
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Michael Yoder
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Hyeju Jang
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Carolyn Rosé
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Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation
Ivan Vulić
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Nikola Mrkšić
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Anna Korhonen
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Unsupervised Learning of Syntactic Structure with Invertible Neural Projections
Junxian He
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Graham Neubig
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Taylor Berg-Kirkpatrick
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Incremental Bayesian Learning of Semantic Categories
Lea Frermann
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Mirella Lapata
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Bayesian Word Alignment for Massively Parallel Texts
Robert Östling
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Grouping business news stories based on salience of named entities
Llorenç Escoter
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Lidia Pivovarova
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Mian Du
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Anisia Katinskaia
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Roman Yangarber
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Unsupervised Dialogue Act Induction using Gaussian Mixtures
Tomáš Brychcín
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Pavel Král
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Clustering and Diversifying Web Search Results with Graph-Based Word Sense Induction
Antonio Di Marco
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Roberto Navigli
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Semantic Clustering of Pivot Paraphrases
Marianna Apidianaki
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Emilia Verzeni
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Diana McCarthy
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A Rank-based Distance Measure to Detect Polysemy and to Determine Salient Vector-Space Features for German Prepositions
Maximilian Köper
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Sabine Schulte im Walde
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Fuzzy V-Measure - An Evaluation Method for Cluster Analyses of Ambiguous Data
Jason Utt
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Sylvia Springorum
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Maximilian Köper
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Sabine Schulte im Walde
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A Hierarchical Dirichlet Process Model for Joint Part-of-Speech and Morphology Induction
Kairit Sirts
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Tanel Alumäe
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Unsupervised Translation Sense Clustering
Mohit Bansal
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John DeNero
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Dekang Lin
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Three Knowledge-Free Methods for Automatic Lexical Chain Extraction
Steffen Remus
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Chris Biemann
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Unsupervised POS Induction with Word Embeddings
Chu-Cheng Lin
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Waleed Ammar
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Chris Dyer
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Lori Levin
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A Bayesian Model for Joint Learning of Categories and their Features
Lea Frermann
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Mirella Lapata
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Clustering Paraphrases by Word Sense
Anne Cocos
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Chris Callison-Burch
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Creating a Gold Standard for Sentence Clustering in Multi-Document Summarization
Johanna Geiss
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Improved Unsupervised POS Induction through Prototype Discovery
Omri Abend
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Roi Reichart
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Ari Rappoport
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Latent Semantic Word Sense Induction and Disambiguation
Tim Van de Cruys
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Marianna Apidianaki
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Weak semantic context helps phonetic learning in a model of infant language acquisition
Stella Frank
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Naomi H. Feldman
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Sharon Goldwater
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POS induction with distributional and morphological information using a distance-dependent Chinese restaurant process
Kairit Sirts
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Jacob Eisenstein
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Micha Elsner
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Sharon Goldwater
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Labeled Grammar Induction with Minimal Supervision
Yonatan Bisk
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Christos Christodoulopoulos
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Julia Hockenmaier
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Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning
Ekaterina Vylomova
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Laura Rimell
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Trevor Cohn
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Timothy Baldwin
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Automatic Semantic Classification of German Preposition Types: Comparing Hard and Soft Clustering Approaches across Features
Maximilian Köper
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Sabine Schulte im Walde
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Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering
Jianbo Ye
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Yanran Li
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Zhaohui Wu
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James Z. Wang
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Wenjie Li
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Jia Li
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Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation
Tiancheng Zhao
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Kyusong Lee
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Maxine Eskenazi
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Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision
Prachi Jain
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Pankaj Kumar
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Mausam
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Soumen Chakrabarti
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Linear Algebraic Structure of Word Senses, with Applications to Polysemy
Sanjeev Arora
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Yuanzhi Li
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Yingyu Liang
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Tengyu Ma
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Andrej Risteski
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A Simple and Efficient Method to Generate Word Sense Representations
Luis Nieto Piña
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Richard Johansson
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SemEval-2010 Task 14: Word Sense Induction &Disambiguation
Suresh Manandhar
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Ioannis Klapaftis
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Dmitriy Dligach
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Sameer Pradhan
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HERMIT: Flexible Clustering for the SemEval-2 WSI Task
David Jurgens
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Keith Stevens
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Duluth-WSI: SenseClusters Applied to the Sense Induction Task of SemEval-2
Ted Pedersen
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An Evaluation of Graded Sense Disambiguation using Word Sense Induction
David Jurgens
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Duluth : Word Sense Induction Applied to Web Page Clustering
Ted Pedersen
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SemEval-2013 Task 13: Word Sense Induction for Graded and Non-Graded Senses
David Jurgens
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Ioannis Klapaftis
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Unsupervised and Constrained Dirichlet Process Mixture Models for Verb Clustering
Andreas Vlachos
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Anna Korhonen
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Zoubin Ghahramani
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The NVI Clustering Evaluation Measure
Roi Reichart
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Ari Rappoport
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SemEval-2010 Task 14: Evaluation Setting for Word Sense Induction & Disambiguation Systems
Suresh Manandhar
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Ioannis Klapaftis
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Clustering dictionary definitions using Amazon Mechanical Turk
Gabriel Parent
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Maxine Eskenazi
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Using Sentence Type Information for Syntactic Category Acquisition
Stella Frank
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Sharon Goldwater
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Frank Keller
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Active Learning for Constrained Dirichlet Process Mixture Models
Andreas Vlachos
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Zoubin Ghahramani
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Ted Briscoe
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Improved Unsupervised POS Induction Using Intrinsic Clustering Quality and a Zipfian Constraint
Roi Reichart
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Raanan Fattal
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Ari Rappoport
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Type Level Clustering Evaluation: New Measures and a POS Induction Case Study
Roi Reichart
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Omri Abend
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Ari Rappoport
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Bigram HMM with Context Distribution Clustering for Unsupervised Chinese Part-of-Speech tagging
Lidan Zhang
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Kwok-Ping Chan
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Chunyu Kit
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Dongfeng Cai
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Overview of the Chinese Word Sense Induction Task at CLP2010
Le Sun
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Zhenzhong Zhang
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Qiang Dong
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Word Sense Induction by Community Detection
David Jurgens
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Evaluating unsupervised learning for natural language processing tasks
Andreas Vlachos
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Measuring the Impact of Sense Similarity on Word Sense Induction
David Jurgens
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Keith Stevens
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Robust Induction of Parts-of-Speech in Child-Directed Language by Co-Clustering of Words and Contexts
Richard E. Leibbrandt
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David MW Powers
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The PASCAL Challenge on Grammar Induction
Douwe Gelling
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Trevor Cohn
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Phil Blunsom
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João Graça
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Hierarchical clustering of word class distributions
Grzegorz Chrupała
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Separating Disambiguation from Composition in Distributional Semantics
Dimitri Kartsaklis
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Mehrnoosh Sadrzadeh
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Stephen Pulman
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Learning the hyperparameters to learn morphology
Stella Frank
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Context Sense Clustering for Translation
João Casteleiro
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Gabriel Lopes
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Joaquim Silva
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Identifying Prominent Arguments in Online Debates Using Semantic Textual Similarity
Filip Boltužić
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Jan Šnajder
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Character-based Neural Embeddings for Tweet Clustering
Svitlana Vakulenko
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Lyndon Nixon
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Mihai Lupu
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http://www.nist.gov/speech/tests/tdt/tdt2003/papers/ldc.ppt
Field Of Study
Task
Word Sense Disambiguation
Information Retrieval
Language
English
Dataset
News
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