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 Argviz: Interactive Visualization of Topic Dynamics in Multi-party Conversations Jun 1, 2013 Topic Models
— Unverified Topic Models and Metadata for Visualizing Text Corpora Jun 1, 2013 Topic Models
— 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 Topic Segmentation with a Structured Topic Model Jun 1, 2013 Information Retrieval model
— 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 On-line Trend Analysis with Topic Models: \#twitter Trends Detection Topic Model Online Dec 1, 2012 Topic Models
Code Code Available A Spectral Algorithm for Latent Dirichlet Allocation Dec 1, 2012 Clustering Topic Models
— Unverified Truncation-free Online Variational Inference for Bayesian Nonparametric Models Dec 1, 2012 Topic Models Variational Inference
— Unverified Symmetric Correspondence Topic Models for Multilingual Text Analysis Dec 1, 2012 Topic Models
— Unverified Latent Community Discovery with Network Regularization for Core Actors Clustering Dec 1, 2012 Clustering Topic Models
— Unverified Monte Carlo Methods for Maximum Margin Supervised Topic Models Dec 1, 2012 Topic Models
— Unverified Unsupervised Estimation of Word Usage Similarity Dec 1, 2012 Topic Models Word Sense Disambiguation
— Unverified Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models Dec 1, 2012 Decision Making Document Classification
— 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 Modelling Sequential Text with an Adaptive Topic Model Jul 1, 2012 model Topic Models
— Unverified SSHLDA: A Semi-Supervised Hierarchical 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 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 Learning Lexicon Models from Search Logs for Query Expansion Jul 1, 2012 Topic Models
— Unverified Aspect Extraction through Semi-Supervised Modeling Jul 1, 2012 Aspect-Based Sentiment Analysis (ABSA) Aspect Extraction
— Unverified Learning Semantics and Selectional Preference of Adjective-Noun Pairs Jul 1, 2012 Dimensionality Reduction Semantic Textual Similarity
— Unverified Finding Bursty Topics from Microblogs Jul 1, 2012 Topic Models
— Unverified Efficient Tree-Based Topic Modeling Jul 1, 2012 Topic Models
— Unverified Mixed Membership Markov Models for Unsupervised Conversation Modeling Jul 1, 2012 Question Answering Topic Models
— Unverified Query classification using topic models and support vector machine Jul 1, 2012 Classification General Classification
— Unverified Exploring Topic Coherence over Many Models and Many Topics Jul 1, 2012 Document Classification Information Retrieval
Code Code Available He Said, She Said: Gender in the ACL Anthology Jul 1, 2012 Topic Models
— 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 Topic Models for Dynamic Translation Model Adaptation Jul 1, 2012 Language Modelling Machine Translation
— Unverified Towards a Computational History of the ACL: 1980-2008 Jul 1, 2012 Topic Models
— Unverified Authorship Attribution with Author-aware Topic Models Jul 1, 2012 Attribute Authorship Attribution
— Unverified A Topic Similarity Model for Hierarchical Phrase-based Translation Jul 1, 2012 Machine Translation Topic Models
— Unverified TopicTiling: A Text Segmentation Algorithm based on LDA Jul 1, 2012 Text Segmentation Topic Models
— Unverified Learning the Latent Semantics of a Concept from its Definition Jul 1, 2012 Topic Models Word Sense Disambiguation
— Unverified Exploring Adaptor Grammars for Native Language Identification Jul 1, 2012 Language Acquisition Language Identification
— Unverified Stochastic Variational Inference Jun 29, 2012 Articles Topic Models
Code Code Available 