Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time Nov 15, 2017 Articles Dynamic Topic Modeling
— Unverified Interpretable probabilistic embeddings: bridging the gap between topic models and neural networks Nov 11, 2017 Topic Models Word Similarity
— Unverified Taking into account Inter-sentence Similarity for Update Summarization Nov 1, 2017 Document Summarization Extractive Summarization
— Unverified Information Bottleneck Inspired Method For Chat Text Segmentation Nov 1, 2017 Representation Learning Text Generation
— Unverified Convergence Rates of Latent Topic Models Under Relaxed Identifiability Conditions Oct 30, 2017 Topic Models
— Unverified SpectralLeader: Online Spectral Learning for Single Topic Models Sep 21, 2017 Topic Models
— Unverified MetaLDA: a Topic Model that Efficiently Incorporates Meta information Sep 19, 2017 Topic Models Word Embeddings
Code Code Available Asymptotic Bayesian Generalization Error in Latent Dirichlet Allocation and Stochastic Matrix Factorization Sep 13, 2017 Bayesian Inference Topic Models
— Unverified Learning to Rank Semantic Coherence for Topic Segmentation Sep 1, 2017 Common Sense Reasoning Discourse Parsing
— Unverified Detecting Perspectives in Political Debates Sep 1, 2017 Topic Models
Code Code Available Detecting Sarcasm Using Different Forms Of Incongruity Sep 1, 2017 Sarcasm Detection Sentiment Analysis
— Unverified Adapting Topic Models using Lexical Associations with Tree Priors Sep 1, 2017 Machine Translation Topic Models
— Unverified Why ADAGRAD Fails for Online Topic Modeling Sep 1, 2017 Topic Models Variational Inference
— Unverified Classifying Frames at the Sentence Level in News Articles Sep 1, 2017 Articles General Classification
— Unverified Latent Space Embedding for Retrieval in Question-Answer Archives Sep 1, 2017 Question Answering Retrieval
— Unverified A Unified Framework for Structured Prediction: From Theory to Practice Sep 1, 2017 AMR Parsing Chunking
— Unverified Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters Sep 1, 2017 Topic Models
— Unverified Topic Model Stability for Hierarchical Summarization Sep 1, 2017 Articles model
— Unverified Mining Argumentative Structure from Natural Language text using Automatically Generated Premise-Conclusion Topic Models Sep 1, 2017 Argument Mining Opinion Mining
— Unverified Unsupervised Terminological Ontology Learning based on Hierarchical Topic Modeling Aug 29, 2017 Topic Models
Code Code Available Communication-Free Parallel Supervised Topic Models Aug 10, 2017 Topic Models
— Unverified Identifying Reference Spans: Topic Modeling and Word Embeddings help IR Aug 9, 2017 Topic Models Word Embeddings
— Unverified Familia: An Open-Source Toolkit for Industrial Topic Modeling Jul 31, 2017 Model Selection Topic Models
Code Code Available Combining Thesaurus Knowledge and Probabilistic Topic Models Jul 31, 2017 Topic Models
— Unverified Prediction-Constrained Training for Semi-Supervised Mixture and Topic Models Jul 23, 2017 Prediction Sentiment Analysis
— Unverified Cooperative Hierarchical Dirichlet Processes: Superposition vs. Maximization Jul 18, 2017 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
— Unverified Learning the Latent "Look": Unsupervised Discovery of a Style-Coherent Embedding from Fashion Images Jul 11, 2017 Topic Models
Code Code Available Document Retrieval for Large Scale Content Analysis using Contextualized Dictionaries Jul 11, 2017 Information Retrieval Retrieval
— Unverified Structured Black Box Variational Inference for Latent Time Series Models Jul 4, 2017 Collaborative Filtering Time Series
— Unverified Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling Jul 1, 2017 Document Classification Information Retrieval
— Unverified ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media Jul 1, 2017 Named Entity Recognition (NER) Part-Of-Speech Tagging
Code Code Available A Network Framework for Noisy Label Aggregation in Social Media Jul 1, 2017 Cultural Vocal Bursts Intensity Prediction Image Classification
— Unverified An Unsupervised Neural Attention Model for Aspect Extraction Jul 1, 2017 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG) Jul 1, 2017 Articles Language Modeling
— Unverified Topical Coherence in LDA-based Models through Induced Segmentation Jul 1, 2017 Ad-Hoc Information Retrieval General Classification
Code Code Available Jointly Learning Word Embeddings and Latent Topics Jun 21, 2017 Learning Word Embeddings Topic Models
— Unverified An Automatic Approach for Document-level Topic Model Evaluation Jun 16, 2017 Topic Models
— Unverified Topic supervised non-negative matrix factorization Jun 12, 2017 Topic Models
Code Code Available Discovering Discrete Latent Topics with Neural Variational Inference Jun 1, 2017 Topic Models Variational Inference
Code Code Available Neural Models for Documents with Metadata May 25, 2017 Articles Topic Models
Code Code Available Why are Big Data Matrices Approximately Low Rank? May 21, 2017 Recommendation Systems Topic Models
— Unverified Mixed Membership Word Embeddings for Computational Social Science May 20, 2017 Articles Language Modeling
— Unverified Credible Review Detection with Limited Information using Consistency Analysis May 7, 2017 Topic Models
— Unverified KATE: K-Competitive Autoencoder for Text May 4, 2017 Document Classification Retrieval
Code Code Available Stochastic Divergence Minimization for Biterm Topic Model May 1, 2017 model Topic Models
— Unverified Pólya Urn Latent Dirichlet Allocation: a doubly sparse massively parallel sampler Apr 12, 2017 Topic Models
Code Code Available Conceptualization Topic Modeling Apr 7, 2017 Topic Models
— Unverified Improving Verb Metaphor Detection by Propagating Abstractness to Words, Phrases and Individual Senses Apr 1, 2017 Semantic Textual Similarity Topic Models
— Unverified Measuring Topic Coherence through Optimal Word Buckets Apr 1, 2017 General Classification Information Retrieval
— Unverified A Societal Sentiment Analysis: Predicting the Values and Ethics of Individuals by Analysing Social Media Content Apr 1, 2017 Ethics General Classification
— Unverified 