Browse State-of-the-Art › Topic Models › Papers, page 6

Topic Models

Papers archive 2025-07-28

archive papers tagged: 881 · with a code link: 229 · where Syntology ran a sample: 32 (25 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (32 of 881 tagged: 25 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)

Page 6 of 9: papers 501 to 600 of 881, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Interpretable probabilistic embeddings: bridging the gap between topic models and neural networks
  11 Nov 2017 0 repositories listed
• Information Bottleneck Inspired Method For Chat Text Segmentation
  1 Nov 2017 0 repositories listed
• Taking into account Inter-sentence Similarity for Update Summarization
  1 Nov 2017 0 repositories listed
• Convergence Rates of Latent Topic Models Under Relaxed Identifiability Conditions
  30 Oct 2017 0 repositories listed
• SpectralLeader: Online Spectral Learning for Single Topic Models
  21 Sep 2017 0 repositories listed
• Asymptotic Bayesian Generalization Error in Latent Dirichlet Allocation and Stochastic Matrix Factorization
  13 Sep 2017 0 repositories listed
• A Unified Framework for Structured Prediction: From Theory to Practice
  1 Sep 2017 0 repositories listed
• Adapting Topic Models using Lexical Associations with Tree Priors
  1 Sep 2017 0 repositories listed
• Classifying Frames at the Sentence Level in News Articles
  1 Sep 2017 0 repositories listed
• Detecting Sarcasm Using Different Forms Of Incongruity
  1 Sep 2017 0 repositories listed
• Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters
  1 Sep 2017 0 repositories listed
• Latent Space Embedding for Retrieval in Question-Answer Archives
  1 Sep 2017 0 repositories listed
• Learning to Rank Semantic Coherence for Topic Segmentation
  1 Sep 2017 0 repositories listed
• Mining Argumentative Structure from Natural Language text using Automatically Generated Premise-Conclusion Topic Models
  1 Sep 2017 0 repositories listed
• Topic Model Stability for Hierarchical Summarization
  1 Sep 2017 0 repositories listed
• Why ADAGRAD Fails for Online Topic Modeling
  1 Sep 2017 0 repositories listed
• Communication-Free Parallel Supervised Topic Models
  10 Aug 2017 0 repositories listed
• Identifying Reference Spans: Topic Modeling and Word Embeddings help IR
  9 Aug 2017 0 repositories listed
• Combining Thesaurus Knowledge and Probabilistic Topic Models
  31 Jul 2017 0 repositories listed
• Prediction-Constrained Training for Semi-Supervised Mixture and Topic Models
  23 Jul 2017 0 repositories listed
• Cooperative Hierarchical Dirichlet Processes: Superposition vs. Maximization
  18 Jul 2017 0 repositories listed
• Document Retrieval for Large Scale Content Analysis using Contextualized Dictionaries
  11 Jul 2017 0 repositories listed
• Structured Black Box Variational Inference for Latent Time Series Models
  4 Jul 2017 0 repositories listed
• A Network Framework for Noisy Label Aggregation in Social Media
  1 Jul 2017 0 repositories listed
• Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG)
  1 Jul 2017 0 repositories listed
• Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling
  1 Jul 2017 0 repositories listed
• Jointly Learning Word Embeddings and Latent Topics
  21 Jun 2017 0 repositories listed
• An Automatic Approach for Document-level Topic Model Evaluation
  16 Jun 2017 0 repositories listed
• Why are Big Data Matrices Approximately Low Rank?
  21 May 2017 0 repositories listed
• Mixed Membership Word Embeddings for Computational Social Science
  20 May 2017 0 repositories listed
• Credible Review Detection with Limited Information using Consistency Analysis
  7 May 2017 0 repositories listed
• Stochastic Divergence Minimization for Biterm Topic Model
  1 May 2017 0 repositories listed
• Conceptualization Topic Modeling
  7 Apr 2017 0 repositories listed
• A Societal Sentiment Analysis: Predicting the Values and Ethics of Individuals by Analysing Social Media Content
  1 Apr 2017 0 repositories listed
• Bib2vec: Embedding-based Search System for Bibliographic Information
  1 Apr 2017 0 repositories listed
• Creating POS Tagging and Dependency Parsing Experts via Topic Modeling
  1 Apr 2017 0 repositories listed
• Improving Verb Metaphor Detection by Propagating Abstractness to Words, Phrases and Individual Senses
  1 Apr 2017 0 repositories listed
• Measuring Topic Coherence through Optimal Word Buckets
  1 Apr 2017 0 repositories listed
• Multimodal Topic Labelling
  1 Apr 2017 0 repositories listed
• Pulling Out the Stops: Rethinking Stopword Removal for Topic Models
  1 Apr 2017 0 repositories listed
• Unsupervised Dialogue Act Induction using Gaussian Mixtures
  1 Apr 2017 0 repositories listed
• Web-Scale Language-Independent Cataloging of Noisy Product Listings for E-Commerce
  1 Apr 2017 0 repositories listed
• LTSG: Latent Topical Skip-Gram for Mutually Learning Topic Model and Vector Representations
  23 Feb 2017 0 repositories listed
• Scalable Inference for Nested Chinese Restaurant Process Topic Models
  23 Feb 2017 0 repositories listed
• Multi-level computational methods for interdisciplinary research in the HathiTrust Digital Library
  3 Feb 2017 0 repositories listed
• Discriminative Neural Topic Models
  24 Jan 2017 0 repositories listed
• Hierarchical Re-estimation of Topic Models for Measuring Topical Diversity
  16 Jan 2017 0 repositories listed
• Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Topic Labels
  1 Jan 2017 0 repositories listed
• Network Visualisations for Exploring Political Concepts
  1 Jan 2017 0 repositories listed
• Provable learning of Noisy-or Networks
  28 Dec 2016 0 repositories listed
• Inverted Bilingual Topic Models for Lexicon Extraction from Non-parallel Data
  21 Dec 2016 0 repositories listed
• Monte Carlo Structured SVI for Two-Level Non-Conjugate Models
  12 Dec 2016 0 repositories listed
• Supervised topic models for clinical interpretability
  6 Dec 2016 0 repositories listed
• A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing
  1 Dec 2016 0 repositories listed
• Efficient Data Selection for Bilingual Terminology Extraction from Comparable Corpora
  1 Dec 2016 0 repositories listed
• Exploring Differential Topic Models for Comparative Summarization of Scientific Papers
  1 Dec 2016 0 repositories listed
• Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation
  1 Dec 2016 0 repositories listed
• Fast Inference for Interactive Models of Text
  1 Dec 2016 0 repositories listed
• Hashtag Recommendation with Topical Attention-Based LSTM
  1 Dec 2016 0 repositories listed
• Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs
  1 Dec 2016 0 repositories listed
• Latent Topic Embedding
  1 Dec 2016 0 repositories listed
• POS Tagging Experts via Topic Modeling
  1 Dec 2016 0 repositories listed
• Stochastic Gradient Geodesic MCMC Methods
  1 Dec 2016 0 repositories listed
• Topic-Informed Neural Machine Translation
  1 Dec 2016 0 repositories listed
• Less is More: Learning Prominent and Diverse Topics for Data Summarization
  29 Nov 2016 0 repositories listed
• `Who would have thought of that!': A Hierarchical Topic Model for Extraction of Sarcasm-prevalent Topics and Sarcasm Detection
  14 Nov 2016 0 repositories listed
• Generalized Topic Modeling
  4 Nov 2016 0 repositories listed
• Analyzing Framing through the Casts of Characters in the News
  1 Nov 2016 0 repositories listed
• Disentangling Topic Models: A Cross-cultural Analysis of Personal Values through Words
  1 Nov 2016 0 repositories listed
• Enhanced Personalized Search using Social Data
  1 Nov 2016 0 repositories listed
• Gaussian Visual-Linguistic Embedding for Zero-Shot Recognition
  1 Nov 2016 0 repositories listed
• Improving Users' Demographic Prediction via the Videos They Talk about
  1 Nov 2016 0 repositories listed
• Relating semantic similarity and semantic association to how humans label other people
  1 Nov 2016 0 repositories listed
• Dynamic matrix recovery from incomplete observations under an exact low-rank constraint
  28 Oct 2016 0 repositories listed
• Integrating Topic Models and Latent Factors for Recommendation
  28 Oct 2016 0 repositories listed
• SaberLDA: Sparsity-Aware Learning of Topic Models on GPUs
  8 Oct 2016 0 repositories listed
• Decentralized Topic Modelling with Latent Dirichlet Allocation
  5 Oct 2016 0 repositories listed
• The Search Problem in Mixture Models
  4 Oct 2016 0 repositories listed
• Sentence Clustering using PageRank Topic Model
  1 Oct 2016 0 repositories listed
• Fast Learning of Clusters and Topics via Sparse Posteriors
  23 Sep 2016 0 repositories listed
• Nonparametric Bayesian Topic Modelling with the Hierarchical Pitman-Yor Processes
  22 Sep 2016 0 repositories listed
• Twitter-Network Topic Model: A Full Bayesian Treatment for Social Network and Text Modeling
  22 Sep 2016 0 repositories listed
• Stochastic Matrix Factorization
  19 Sep 2016 0 repositories listed
• Ask the GRU: Multi-Task Learning for Deep Text Recommendations
  7 Sep 2016 0 repositories listed
• Towards Bayesian Deep Learning: A Framework and Some Existing Methods
  24 Aug 2016 0 repositories listed
• A Geometrical Approach to Topic Model Estimation
  16 Aug 2016 0 repositories listed
• Viewpoint and Topic Modeling of Current Events
  14 Aug 2016 0 repositories listed
• An Analysis of Lemmatization on Topic Models of Morphologically Rich Language
  13 Aug 2016 0 repositories listed
• A Domain Adaptation Regularization for Denoising Autoencoders
  1 Aug 2016 0 repositories listed
• A Latent Concept Topic Model for Robust Topic Inference Using Word Embeddings
  1 Aug 2016 0 repositories listed
• A Novel Measure for Coherence in Statistical Topic Models
  1 Aug 2016 0 repositories listed
• Accounting ngrams and multi-word terms can improve topic models
  1 Aug 2016 0 repositories listed
• ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling
  1 Aug 2016 0 repositories listed
• Automatic Labeling of Topic Models Using Text Summaries
  1 Aug 2016 0 repositories listed
• Bilingual Segmented Topic Model
  1 Aug 2016 0 repositories listed
• Collective Entity Resolution with Multi-Focal Attention
  1 Aug 2016 0 repositories listed
• Discovery of Treatments from Text Corpora
  1 Aug 2016 0 repositories listed
• Hidden Softmax Sequence Model for Dialogue Structure Analysis
  1 Aug 2016 0 repositories listed
• Improving Topic Model Clustering of Newspaper Comments for Summarisation
  1 Aug 2016 0 repositories listed
• Labeling Topics with Images using Neural Networks
  1 Aug 2016 0 repositories listed