Bib2vec: Embedding-based Search System for Bibliographic Information Apr 1, 2017 Network Embedding Topic Models
— Unverified Creating POS Tagging and Dependency Parsing Experts via Topic Modeling Apr 1, 2017 Dependency Parsing Domain Adaptation
— Unverified Unsupervised Dialogue Act Induction using Gaussian Mixtures Apr 1, 2017 Topic Models
— Unverified Multimodal Topic Labelling Apr 1, 2017 Topic Models
— Unverified Pulling Out the Stops: Rethinking Stopword Removal for Topic Models Apr 1, 2017 Language Modeling Language Modelling
— Unverified Web-Scale Language-Independent Cataloging of Noisy Product Listings for E-Commerce Apr 1, 2017 Product Categorization Topic Models
— Unverified Scalable Inference for Nested Chinese Restaurant Process Topic Models Feb 23, 2017 Topic Models Variational Inference
— Unverified Stability of Topic Modeling via Matrix Factorization Feb 23, 2017 Clustering Ensemble Learning
Code Code Available LTSG: Latent Topical Skip-Gram for Mutually Learning Topic Model and Vector Representations Feb 23, 2017 Topic Models Word Embeddings
— Unverified Multi-level computational methods for interdisciplinary research in the HathiTrust Digital Library Feb 3, 2017 General Classification Philosophy
— Unverified Discriminative Neural Topic Models Jan 24, 2017 GPU Topic Models
— Unverified Hierarchical Re-estimation of Topic Models for Measuring Topical Diversity Jan 16, 2017 Diversity Topic Models
— Unverified Network Visualisations for Exploring Political Concepts Jan 1, 2017 Community Detection Topic Models
— Unverified Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Topic Labels Jan 1, 2017 Topic Models
— Unverified Provable learning of Noisy-or Networks Dec 28, 2016 Tensor Decomposition Topic Models
— Unverified Partial Membership Latent Dirichlet Allocation Dec 28, 2016 parameter estimation Sand
Code Code Available Inverted Bilingual Topic Models for Lexicon Extraction from Non-parallel Data Dec 21, 2016 Topic Models Translation
— Unverified Automatic Labelling of Topics with Neural Embeddings Dec 16, 2016 Topic Models
Code Code Available Monte Carlo Structured SVI for Two-Level Non-Conjugate Models Dec 12, 2016 Gaussian Processes Topic Models
— Unverified Supervised topic models for clinical interpretability Dec 6, 2016 Diagnostic Topic Models
— Unverified Exploring Differential Topic Models for Comparative Summarization of Scientific Papers Dec 1, 2016 Sentence Sentiment Analysis
— Unverified Latent Topic Embedding Dec 1, 2016 Sentence Topic Models
— Unverified Hashtag Recommendation with Topical Attention-Based LSTM Dec 1, 2016 Collaborative Filtering Feature Engineering
— Unverified A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing Dec 1, 2016 Chunking Topic Models
— Unverified POS Tagging Experts via Topic Modeling Dec 1, 2016 Domain Adaptation Part-Of-Speech Tagging
— Unverified Stochastic Gradient Geodesic MCMC Methods Dec 1, 2016 Topic Models
— Unverified Efficient Data Selection for Bilingual Terminology Extraction from Comparable Corpora Dec 1, 2016 Machine Translation Topic Models
— Unverified Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation Dec 1, 2016 Topic Models
— Unverified Grammar induction from (lots of) words alone Dec 1, 2016 Language Acquisition POS
Code Code Available Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs Dec 1, 2016 Topic Models Word Embeddings
— Unverified Modeling topic dependencies in semantically coherent text spans with copulas Dec 1, 2016 Topic Models
Code Code Available Topic-Informed Neural Machine Translation Dec 1, 2016 Machine Translation NMT
— Unverified Fast Inference for Interactive Models of Text Dec 1, 2016 Clustering Topic Models
— Unverified Less is More: Learning Prominent and Diverse Topics for Data Summarization Nov 29, 2016 Data Summarization Topic Models
— Unverified `Who would have thought of that!': A Hierarchical Topic Model for Extraction of Sarcasm-prevalent Topics and Sarcasm Detection Nov 14, 2016 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency Nov 5, 2016 Language Modeling Language Modelling
Code Code Available Generalized Topic Modeling Nov 4, 2016 Topic Models
— Unverified Disentangling Topic Models: A Cross-cultural Analysis of Personal Values through Words Nov 1, 2016 Dimensionality Reduction Document Classification
— Unverified Analyzing Framing through the Casts of Characters in the News Nov 1, 2016 Clustering Model Selection
— Unverified Improving Users' Demographic Prediction via the Videos They Talk about Nov 1, 2016 Topic Models
— Unverified Gaussian Visual-Linguistic Embedding for Zero-Shot Recognition Nov 1, 2016 Topic Models Zero-Shot Learning
— Unverified Relating semantic similarity and semantic association to how humans label other people Nov 1, 2016 Semantic Similarity Semantic Textual Similarity
— Unverified Enhanced Personalized Search using Social Data Nov 1, 2016 Topic Models
— Unverified Integrating Topic Models and Latent Factors for Recommendation Oct 28, 2016 Collaborative Filtering Recommendation Systems
— Unverified Dynamic matrix recovery from incomplete observations under an exact low-rank constraint Oct 28, 2016 Matrix Completion Recommendation Systems
— Unverified SaberLDA: Sparsity-Aware Learning of Topic Models on GPUs Oct 8, 2016 CPU GPU
— Unverified Decentralized Topic Modelling with Latent Dirichlet Allocation Oct 5, 2016 Privacy Preserving Topic Models
— Unverified The Search Problem in Mixture Models Oct 4, 2016 Clustering Topic Models
— Unverified Sentence Clustering using PageRank Topic Model Oct 1, 2016 Clustering Decision Making
— Unverified Fast Learning of Clusters and Topics via Sparse Posteriors Sep 23, 2016 Articles Topic Models
— Unverified 