Argviz: Interactive Visualization of Topic Dynamics in Multi-party Conversations Jun 1, 2013 Topic Models
— Unverified Topic Segmentation with a Structured Topic Model Jun 1, 2013 Information Retrieval model
— Unverified Drug Extraction from the Web: Summarizing Drug Experiences with Multi-Dimensional Topic Models Jun 1, 2013 Document Summarization Multi-Document Summarization
— Unverified Representing Topics Using Images Jun 1, 2013 Image Retrieval Information Retrieval
— Unverified Three Knowledge-Free Methods for Automatic Lexical Chain Extraction Jun 1, 2013 Topic Models Word Sense Disambiguation
— Unverified Topical Video Object Discovery from Key Frames by Modeling Word Co-occurrence Prior Jun 1, 2013 Object Object Discovery
— Unverified A Supervised Neural Autoregressive Topic Model for Simultaneous Image Classification and Annotation May 23, 2013 General Classification image-classification
— Unverified Stochastic Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation May 10, 2013 Bayesian Inference Topic Models
— Unverified Using Topic Models in Content-Based News Recommender Systems May 1, 2013 Recommendation Systems Topic Models
— Unverified Uniqueness of Tensor Decompositions with Applications to Polynomial Identifiability Apr 30, 2013 Topic Models
— Unverified Evaluating Topic Coherence Using Distributional Semantics Mar 1, 2013 Information Retrieval Semantic Textual Similarity
— Unverified Factorized Topic Models Jan 15, 2013 General Classification Topic Models
— Unverified A Practical Algorithm for Topic Modeling with Provable Guarantees Dec 19, 2012 Dimensionality Reduction Topic Models
Code Code Available A Novel Feature-based Bayesian Model for Query Focused Multi-document Summarization Dec 10, 2012 Document Summarization Multi-Document Summarization
— Unverified Learning Mixtures of Arbitrary Distributions over Large Discrete Domains Dec 7, 2012 2k Dimensionality Reduction
— Unverified Unsupervised Estimation of Word Usage Similarity Dec 1, 2012 Topic Models Word Sense Disambiguation
— Unverified Latent Community Discovery with Network Regularization for Core Actors Clustering Dec 1, 2012 Clustering Topic Models
— Unverified On-line Trend Analysis with Topic Models: \#twitter Trends Detection Topic Model Online Dec 1, 2012 Topic Models
Code Code Available Monte Carlo Methods for Maximum Margin Supervised Topic Models Dec 1, 2012 Topic Models
— Unverified A Spectral Algorithm for Latent Dirichlet Allocation Dec 1, 2012 Clustering Topic Models
— Unverified Symmetric Correspondence Topic Models for Multilingual Text Analysis Dec 1, 2012 Topic Models
— Unverified Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models Dec 1, 2012 Decision Making Document Classification
— Unverified Truncation-free Online Variational Inference for Bayesian Nonparametric Models Dec 1, 2012 Topic Models Variational Inference
— Unverified Entity Set Expansion using Interactive Topic Information Nov 1, 2012 Relation Extraction Topic Models
— Unverified Cross-Lingual Topic Alignment in Time Series Japanese / Chinese News Nov 1, 2012 Time Series Time Series Analysis
— Unverified Managing sparsity, time, and quality of inference in topic models Oct 26, 2012 Topic Models
— Unverified Learning Topic Models and Latent Bayesian Networks Under Expansion Constraints Sep 24, 2012 Topic Models
— Unverified SSHLDA: A Semi-Supervised Hierarchical Topic Model Jul 1, 2012 model Topic Models
— Unverified Learning Lexicon Models from Search Logs for Query Expansion Jul 1, 2012 Topic Models
— Unverified Mixed Membership Markov Models for Unsupervised Conversation Modeling Jul 1, 2012 Question Answering Topic Models
— Unverified Exploring Topic Coherence over Many Models and Many Topics Jul 1, 2012 Document Classification Information Retrieval
Code Code Available Exploring Adaptor Grammars for Native Language Identification Jul 1, 2012 Language Acquisition Language Identification
— Unverified Modelling Sequential Text with an Adaptive Topic Model Jul 1, 2012 model Topic Models
— Unverified A Phrase-Discovering Topic Model Using Hierarchical Pitman-Yor Processes Jul 1, 2012 Topic Models
— Unverified Learning Semantics and Selectional Preference of Adjective-Noun Pairs Jul 1, 2012 Dimensionality Reduction Semantic Textual Similarity
— Unverified Query classification using topic models and support vector machine Jul 1, 2012 Classification General Classification
— Unverified Topic Models, Latent Space Models, Sparse Coding, and All That: A Systematic Understanding of Probabilistic Semantic Extraction in Large Corpus Jul 1, 2012 All Topic Models
— Unverified TopicTiling: A Text Segmentation Algorithm based on LDA Jul 1, 2012 Text Segmentation Topic Models
— Unverified Towards a Computational History of the ACL: 1980-2008 Jul 1, 2012 Topic Models
— Unverified He Said, She Said: Gender in the ACL Anthology Jul 1, 2012 Topic Models
— Unverified Genre Independent Subgroup Detection in Online Discussion Threads: A Study of Implicit Attitude using Textual Latent Semantics Jul 1, 2012 Opinion Mining Topic Models
— Unverified Finding Bursty Topics from Microblogs Jul 1, 2012 Topic Models
— Unverified Authorship Attribution with Author-aware Topic Models Jul 1, 2012 Attribute Authorship Attribution
— Unverified Efficient Tree-Based Topic Modeling Jul 1, 2012 Topic Models
— Unverified A Topic Similarity Model for Hierarchical Phrase-based Translation Jul 1, 2012 Machine Translation Topic Models
— Unverified Topic Models for Dynamic Translation Model Adaptation Jul 1, 2012 Language Modelling Machine Translation
— Unverified Learning the Latent Semantics of a Concept from its Definition Jul 1, 2012 Topic Models Word Sense Disambiguation
— Unverified Aspect Extraction through Semi-Supervised Modeling Jul 1, 2012 Aspect-Based Sentiment Analysis (ABSA) Aspect Extraction
— Unverified Stochastic Variational Inference Jun 29, 2012 Articles Topic Models
Code Code Available Continuous Time Dynamic Topic Models Jun 13, 2012 Topic Models Variational Inference
— Unverified 