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Automatic Evaluation of Topic Coherence
David Newman
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Jey Han Lau
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Karl Grieser
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Timothy Baldwin
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Paper Details:
Month: June
Year: 2010
Location: Los Angeles, California
Venue:
NAACL |
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Yearly Citation Distribution
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Citations
URL
Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs
Ximing Li
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Jinjin Chi
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Changchun Li
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Jihong Ouyang
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Bo Fu
|
Automatic Labelling of Topics with Neural Embeddings
Shraey Bhatia
|
Jey Han Lau
|
Timothy Baldwin
|
‘Calling on the classical phone’: a distributional model of adjective-noun errors in learners’ English
Aurélie Herbelot
|
Ekaterina Kochmar
|
Bayesian Checking for Topic Models
David Mimno
|
David Blei
|
Optimizing Semantic Coherence in Topic Models
David Mimno
|
Hanna Wallach
|
Edmund Talley
|
Miriam Leenders
|
Andrew McCallum
|
Modelling Sequential Text with an Adaptive Topic Model
Lan Du
|
Wray Buntine
|
Huidong Jin
|
Extracting Clusters of Specialist Terms from Unstructured Text
Aaron Gerow
|
Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts
Jiwei Li
|
Alan Ritter
|
Claire Cardie
|
Eduard Hovy
|
Evaluation methods for unsupervised word embeddings
Tobias Schnabel
|
Igor Labutov
|
David Mimno
|
Thorsten Joachims
|
Summarizing Topical Contents from PubMed Documents Using a Thematic Analysis
Sun Kim
|
Lana Yeganova
|
W. John Wilbur
|
Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections
Jingwei Zhang
|
Aaron Gerow
|
Jaan Altosaar
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James Evans
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Richard Jean So
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EMNLP versus ACL: Analyzing NLP research over time
Sujatha Das Gollapalli
|
Xiaoli Li
|
Quantifying the Effects of Text Duplication on Semantic Models
Alexandra Schofield
|
Laure Thompson
|
David Mimno
|
Topic Intrusion for Automatic Topic Model Evaluation
Shraey Bhatia
|
Jey Han Lau
|
Timothy Baldwin
|
GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model
Qile Zhu
|
Zheng Feng
|
Xiaolin Li
|
Distributional Lexical Entailment by Topic Coherence
Laura Rimell
|
Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model Quality
Jey Han Lau
|
David Newman
|
Timothy Baldwin
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Measuring the Similarity between Automatically Generated Topics
Nikolaos Aletras
|
Mark Stevenson
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Extracting and Understanding Contrastive Opinion through Topic Relevant Sentences
Ebuka Ibeke
|
Chenghua Lin
|
Adam Wyner
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Mohamad Hardyman Barawi
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An Automatic Approach for Document-level Topic Model Evaluation
Shraey Bhatia
|
Jey Han Lau
|
Timothy Baldwin
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Can Topic Modelling benefit from Word Sense Information?
Adriana Ferrugento
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Hugo Gonçalo Oliveira
|
Ana Alves
|
Filipe Rodrigues
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Studying the Temporal Dynamics of Word Co-occurrences: An Application to Event Detection
Daniel Preoţiuc-Pietro
|
P. K. Srijith
|
Mark Hepple
|
Trevor Cohn
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SurfShop: combing a product ontology with topic model results for online window-shopping.
Zofia Stankiewicz
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Satoshi Sekine
|
Is Your Anchor Going Up or Down? Fast and Accurate Supervised Topic Models
Thang Nguyen
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Jordan Boyd-Graber
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Jeffrey Lund
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Kevin Seppi
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Eric Ringger
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Lifelong Machine Learning for Topic Modeling and Beyond
Zhiyuan Chen
|
The Sensitivity of Topic Coherence Evaluation to Topic Cardinality
Jey Han Lau
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Timothy Baldwin
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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
|
Interactive Topic Modeling
Yuening Hu
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Jordan Boyd-Graber
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Brianna Satinoff
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Are Semantically Coherent Topic Models Useful for Ad Hoc Information Retrieval?
Romain Deveaud
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Eric SanJuan
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Patrice Bellot
|
Text Classification based on the Latent Topics of Important Sentences extracted by the PageRank Algorithm
Yukari Ogura
|
Ichiro Kobayashi
|
Linggle: a Web-scale Linguistic Search Engine for Words in Context
Joanne Boisson
|
Ting-Hui Kao
|
Jian-Cheng Wu
|
Tzu-Hsi Yen
|
Jason S. Chang
|
Anchors Regularized: Adding Robustness and Extensibility to Scalable Topic-Modeling Algorithms
Thang Nguyen
|
Yuening Hu
|
Jordan Boyd-Graber
|
Particle Filter Rejuvenation and Latent Dirichlet Allocation
Chandler May
|
Alex Clemmer
|
Benjamin Van Durme
|
Automatic Labelling of Topic Models Learned from Twitter by Summarisation
Amparo Elizabeth Cano Basave
|
Yulan He
|
Ruifeng Xu
|
User Based Aggregation for Biterm Topic Model
Weizheng Chen
|
Jinpeng Wang
|
Yan Zhang
|
Hongfei Yan
|
Xiaoming Li
|
Detecting Common Discussion Topics Across Culture From News Reader Comments
Bei Shi
|
Wai Lam
|
Lidong Bing
|
Yinqing Xu
|
Nonparametric Spherical Topic Modeling with Word Embeddings
Kayhan Batmanghelich
|
Ardavan Saeedi
|
Karthik Narasimhan
|
Sam Gershman
|
Topically Driven Neural Language Model
Jey Han Lau
|
Timothy Baldwin
|
Trevor Cohn
|
Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling
Jeffrey Lund
|
Connor Cook
|
Kevin Seppi
|
Jordan Boyd-Graber
|
Topical Coherence in LDA-based Models through Induced Segmentation
Hesam Amoualian
|
Wei Lu
|
Eric Gaussier
|
Georgios Balikas
|
Massih R. Amini
|
Marianne Clausel
|
Neural Models for Documents with Metadata
Dallas Card
|
Chenhao Tan
|
Noah A. Smith
|
Improving Topic Quality by Promoting Named Entities in Topic Modeling
Katsiaryna Krasnashchok
|
Salim Jouili
|
evision PDF of 'Improving Topic Models with Latent Feature Word Representations
Dat Quoc Nguyen
|
Richard Billingsley
|
Lan Du
|
Mark Johnson
|
Detecting Cross-Cultural Differences Using a Multilingual Topic Model
E.D. Gutiérrez
|
Ekaterina Shutova
|
Patricia Lichtenstein
|
Gerard de Melo
|
Luca Gilardi
|
You and me... in a vector space: modelling individual speakers with distributional semantics
Aurélie Herbelot
|
Behrang QasemiZadeh
|
Improving Topic Coherence with Latent Feature Word Representations in MAP Estimation for Topic Modeling
Dat Quoc Nguyen
|
Kairit Sirts
|
Mark Johnson
|
A New Sentence Compression Dataset and Its Use in an Abstractive Generate-and-Rank Sentence Compressor
Dimitrios Galanis
|
Ion Androutsopoulos
|
Topic Extraction based on Prior Knowledge obtained from Target Documents
Kayo Tatsukawa
|
Concurrent Visualization of Relationships between Words and Topics in Topic Models
Alison Smith
|
Jason Chuang
|
Yuening Hu
|
Jordan Boyd-Graber
|
Leah Findlater
|
Mining Themes and Interests in the Asperger’s and Autism Community
Yangfeng Ji
|
Hwajung Hong
|
Rosa Arriaga
|
Agata Rozga
|
Gregory Abowd
|
Jacob Eisenstein
|
Mr Darcy and Mr Toad, gentlemen: distributional names and their kinds
Aurélie Herbelot
|
A Method of Accounting Bigrams in Topic Models
Michael Nokel
|
Natalia Loukachevitch
|
Topic Models: Accounting Component Structure of Bigrams
Michael Nokel
|
Natalia Loukachevitch
|
Accounting ngrams and multi-word terms can improve topic models
Michael Nokel
|
Natalia Loukachevitch
|
Subsumption Preservation as a Comparative Measure for Evaluating Sense-Directed Embeddings
Ali Seyed
|
Learning and Evaluating Sparse Interpretable Sentence Embeddings
Valentin Trifonov
|
Octavian-Eugen Ganea
|
Anna Potapenko
|
Thomas Hofmann
|
No URLs Found
Field Of Study
Task
Semantic Similarity
Machine Translation
Approach
Topic Modeling
Graphical Model
Language
English
Dataset
News
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