NLPExplorer
Papers
Venues
Authors
Authors Timeline
Field of Study
URLs
ACL N-gram Stats
TweeNLP
API
Team
Optimizing Semantic Coherence in Topic Models
David Mimno
|
Hanna Wallach
|
Edmund Talley
|
Miriam Leenders
|
Andrew McCallum
|
Paper Details:
Month: July
Year: 2011
Location: Edinburgh, Scotland, UK.
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
Review Topic Discovery with Phrases using the Pólya Urn Model
Geli Fei
|
Zhiyuan Chen
|
Bing Liu
|
‘Calling on the classical phone’: a distributional model of adjective-noun errors in learners’ English
Aurélie Herbelot
|
Ekaterina Kochmar
|
Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation
Kai Yang
|
Yi Cai
|
Zhenhong Chen
|
Ho-fung Leung
|
Raymond LAU
|
Interaction-Aware Topic Model for Microblog Conversations through Network Embedding and User Attention
Ruifang He
|
Xuefei Zhang
|
Di Jin
|
Longbiao Wang
|
Jianwu Dang
|
Xiangang Li
|
Authorless Topic Models: Biasing Models Away from Known Structure
Laure Thompson
|
David Mimno
|
Exploring Topic Coherence over Many Models and Many Topics
Keith Stevens
|
Philip Kegelmeyer
|
David Andrzejewski
|
David Buttler
|
Exploiting Domain Knowledge in Aspect Extraction
Zhiyuan Chen
|
Arjun Mukherjee
|
Bing Liu
|
Meichun Hsu
|
Malu Castellanos
|
Riddhiman Ghosh
|
Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference
David Mimno
|
Moontae Lee
|
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
|
Efficient Methods for Incorporating Knowledge into Topic Models
Yi Yang
|
Doug Downey
|
Jordan Boyd-Graber
|
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
|
James Evans
|
Richard Jean So
|
Topic Identification and Discovery on Text and Speech
Chandler May
|
Francis Ferraro
|
Alan McCree
|
Jonathan Wintrode
|
Daniel Garcia-Romero
|
Benjamin Van Durme
|
Extracting Aspect Specific Opinion Expressions
Abhishek Laddha
|
Arjun Mukherjee
|
SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations
Dheeraj Mekala
|
Vivek Gupta
|
Bhargavi Paranjape
|
Harish Karnick
|
Quantifying the Effects of Text Duplication on Semantic Models
Alexandra Schofield
|
Laure Thompson
|
David Mimno
|
Labeled Anchors and a Scalable, Transparent, and Interactive Classifier
Jeffrey Lund
|
Stephen Cowley
|
Wilson Fearn
|
Emily Hales
|
Kevin Seppi
|
Topic Intrusion for Automatic Topic Model Evaluation
Shraey Bhatia
|
Jey Han Lau
|
Timothy Baldwin
|
Limbic: Author-Based Sentiment Aspect Modeling Regularized with Word Embeddings and Discourse Relations
Zhe Zhang
|
Munindar Singh
|
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
|
Measuring the Similarity between Automatically Generated Topics
Nikolaos Aletras
|
Mark Stevenson
|
Pulling Out the Stops: Rethinking Stopword Removal for Topic Models
Alexandra Schofield
|
Måns Magnusson
|
David Mimno
|
Extracting and Understanding Contrastive Opinion through Topic Relevant Sentences
Ebuka Ibeke
|
Chenghua Lin
|
Adam Wyner
|
Mohamad Hardyman Barawi
|
An Automatic Approach for Document-level Topic Model Evaluation
Shraey Bhatia
|
Jey Han Lau
|
Timothy Baldwin
|
Can Topic Modelling benefit from Word Sense Information?
Adriana Ferrugento
|
Hugo Gonçalo Oliveira
|
Ana Alves
|
Filipe Rodrigues
|
SurfShop: combing a product ontology with topic model results for online window-shopping.
Zofia Stankiewicz
|
Satoshi Sekine
|
A Hybrid Generative/Discriminative Approach To Citation Prediction
Chris Tanner
|
Eugene Charniak
|
Lifelong Machine Learning for Topic Modeling and Beyond
Zhiyuan Chen
|
The Sensitivity of Topic Coherence Evaluation to Topic Cardinality
Jey Han Lau
|
Timothy Baldwin
|
Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation
Shudong Hao
|
Jordan Boyd-Graber
|
Michael J. Paul
|
Using Aspect Extraction Approaches to Generate Review Summaries and User Profiles
Christopher Mitcheltree
|
Veronica Wharton
|
Avneesh Saluja
|
Are Semantically Coherent Topic Models Useful for Ad Hoc Information Retrieval?
Romain Deveaud
|
Eric SanJuan
|
Patrice Bellot
|
Aspect Extraction with Automated Prior Knowledge Learning
Zhiyuan Chen
|
Arjun Mukherjee
|
Bing Liu
|
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
|
Discovery of Treatments from Text Corpora
Christian Fong
|
Justin Grimmer
|
Topic Extraction from Microblog Posts Using Conversation Structures
Jing Li
|
Ming Liao
|
Wei Gao
|
Yulan He
|
Kam-Fai Wong
|
A Novel Measure for Coherence in Statistical Topic Models
Fred Morstatter
|
Huan Liu
|
Topically Driven Neural Language Model
Jey Han Lau
|
Timothy Baldwin
|
Trevor Cohn
|
An Unsupervised Neural Attention Model for Aspect Extraction
Ruidan He
|
Wee Sun Lee
|
Hwee Tou Ng
|
Daniel Dahlmeier
|
Topical Coherence in LDA-based Models through Induced Segmentation
Hesam Amoualian
|
Wei Lu
|
Eric Gaussier
|
Georgios Balikas
|
Massih R. Amini
|
Marianne Clausel
|
Improving Topic Quality by Promoting Named Entities in Topic Modeling
Katsiaryna Krasnashchok
|
Salim Jouili
|
Heterogeneous Networks and Their Applications: Scientometrics, Name Disambiguation, and Topic Modeling
Ben King
|
Rahul Jha
|
Dragomir R. Radev
|
Sprite: Generalizing Topic Models with Structured Priors
Michael J. Paul
|
Mark Dredze
|
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
|
Comparing Apples to Apple: The Effects of Stemmers on Topic Models
Alexandra Schofield
|
David Mimno
|
Anchored Correlation Explanation: Topic Modeling with Minimal Domain Knowledge
Ryan J. Gallagher
|
Kyle Reing
|
David Kale
|
Greg Ver Steeg
|
Improving Topic Coherence with Latent Feature Word Representations in MAP Estimation for Topic Modeling
Dat Quoc Nguyen
|
Kairit Sirts
|
Mark Johnson
|
Evaluating Unsupervised Ensembles when applied to Word Sense Induction
Keith Stevens
|
Active Learning with Constrained Topic Model
Yi Yang
|
Shimei Pan
|
Doug Downey
|
Kunpeng Zhang
|
LDAvis: A method for visualizing and interpreting topics
Carson Sievert
|
Kenneth Shirley
|
Experimental Design to Improve Topic Analysis Based Summarization
John Miller
|
Kathleen McCoy
|
Unsupervised Learning of Coherent and General Semantic Classes for Entity Aggregates
Henry Anaya-Sánchez
|
Anselmo Peñas
|
A Method of Accounting Bigrams in Topic Models
Michael Nokel
|
Natalia Loukachevitch
|
Unsupervised Topic Modeling for Short Texts Using Distributed Representations of Words
Vivek Kumar Rangarajan Sridhar
|
Topic Models: Accounting Component Structure of Bigrams
Michael Nokel
|
Natalia Loukachevitch
|
Towards Early Dementia Detection: Fusing Linguistic and Non-Linguistic Clinical Data
Joseph Bullard
|
Cecilia Ovesdotter Alm
|
Xumin Liu
|
Qi Yu
|
Rubén Proaño
|
Accounting ngrams and multi-word terms can improve topic models
Michael Nokel
|
Natalia Loukachevitch
|
Twitter Topic Modeling by Tweet Aggregation
Asbjørn Steinskog
|
Jonas Therkelsen
|
Björn Gambäck
|
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
Information Retrieval
Approach
Topic Modeling
Graphical Model
Language
English
Similar Papers
Classification of modal meaning in negotiation dialogues
Valeria Lapina
|
Volha Petukhova
|
Learning how to Learn: An Adaptive Dialogue Agent for Incrementally Learning Visually Grounded Word Meanings
Yanchao Yu
|
Arash Eshghi
|
Oliver Lemon
|
Quality-adaptive Spoken Dialogue Initiative Selection And Implications On Reward Modelling
Stefan Ultes
|
Matthias Kraus
|
Alexander Schmitt
|
Wolfgang Minker
|
ALICO: a multimodal corpus for the study of active listening
Hendrik Buschmeier
|
Zofia Malisz
|
Joanna Skubisz
|
Marcin Wlodarczak
|
Ipke Wachsmuth
|
Stefan Kopp
|
Petra Wagner
|
STRUCTURE AND INTONATION IN SPOKEN LANGUAGE UNDERSTANDING
Mark Steedman
|