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Neural Models for Documents with Metadata

25 May 2017

Papers citing "Neural Models for Documents with Metadata"

26 / 26 papers shown

Title
Tell, Don't Show: Leveraging Language Models' Abstractive Retellings to Model Literary Themes L. Lucy Camilla Griffiths Sarah Levine Jennifer L. Eberhardt Dorottya Demszky David Bamman 59 0 0 29 May 2025
Evaluating Negative Sampling Approaches for Neural Topic Models Suman Adhya Avishek Lahiri Debarshi Kumar Sanyal Partha Pratim Das BDL 226 0 0 23 Mar 2025
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation Zhiyin Tan Jennifer D'Souza ELM 137 0 0 11 Feb 2025
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors Mayank Nagda Phil Ostheimer Sophie Fellenz 502 0 0 22 Oct 2024
LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models Xiaohao Yang He Zhao Dinh Q. Phung Wray Buntine Lan Du ALM ELM 174 2 0 13 Jun 2024
Dynamic Topic Language Model on Heterogeneous Children's Mental Health Clinical Notes Han Ye Tatiana Moreno Adrianne Alpern L. Ehwerhemuepha Annie Qu 34 0 0 19 Dec 2023
Classifying COVID-19 vaccine narratives Yue Li Carolina Scarton Xingyi Song Kalina Bontcheva 74 1 0 18 Jul 2022
Latent Diffusion Energy-Based Model for Interpretable Text Modeling Peiyu Yu Sirui Xie Xiaojian Ma Baoxiong Jia Bo Pang Ruigi Gao Yixin Zhu Song-Chun Zhu Ying Nian Wu DiffM 107 82 0 13 Jun 2022
Challenges and Opportunities in Information Manipulation Detection: An Examination of Wartime Russian Media Chan Young Park Julia Mendelsohn Anjalie Field Yulia Tsvetkov AAML 53 28 0 24 May 2022
DEMix Layers: Disentangling Domains for Modular Language Modeling Suchin Gururangan Michael Lewis Ari Holtzman Noah A. Smith Luke Zettlemoyer KELM MoE 110 138 0 11 Aug 2021
Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence Alexander Miserlis Hoyle Pranav Goel Denis Peskov Andrew Hian-Cheong Jordan L. Boyd-Graber Philip Resnik 162 132 0 05 Jul 2021
Variational Gaussian Topic Model with Invertible Neural Projections Rui Wang Deyu Zhou Yuxuan Xiong Haiping Huang BDL 64 3 0 21 May 2021
Topic Modelling Meets Deep Neural Networks: A Survey He Zhao Dinh Q. Phung Viet Huynh Yuan Jin Lan Du Wray Buntine BDL 58 143 0 28 Feb 2021
Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews Runcong Zhao Lin Gui Gabriele Pergola Yulan He 412 2 0 25 Jan 2021
TAN-NTM: Topic Attention Networks for Neural Topic Modeling Madhur Panwar Shashank Shailabh Milan Aggarwal Balaji Krishnamurthy 64 27 0 02 Dec 2020
Improving Neural Topic Models using Knowledge Distillation Alexander Miserlis Hoyle Pranav Goel Philip Resnik 86 49 0 05 Oct 2020
Neural Topic Modeling with Cycle-Consistent Adversarial Training Xuemeng Hu Rui Wang Deyu Zhou Yuxuan Xiong GAN BDL OOD MedIm 48 35 0 29 Sep 2020
Classification Aware Neural Topic Model and its Application on a New COVID-19 Disinformation Corpus Xingyi Song Johann Petrak Ye Jiang Iknoor Singh Diana Maynard Kalina Bontcheva 94 19 0 05 Jun 2020
A Neural Topical Expansion Framework for Unstructured Persona-oriented Dialogue Generation Minghong Xu Piji Li Haoran Yang Pengjie Ren Zhaochun Ren Zhumin Chen Jun Ma 95 31 0 06 Feb 2020
TDAM: a Topic-Dependent Attention Model for Sentiment Analysis Gabriele Pergola Lin Gui Yulan He 68 58 0 18 Aug 2019
The Dynamic Embedded Topic Model Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei BDL 68 87 0 12 Jul 2019
Topic Modeling in Embedding Spaces Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei BDL 201 647 0 08 Jul 2019
Variational Pretraining for Semi-supervised Text Classification Suchin Gururangan T. Dang Dallas Card Noah A. Smith VLM 61 112 0 05 Jun 2019
Persona-Aware Tips Generation Piji Li Zihao Wang Lidong Bing Wai Lam 75 41 0 06 Mar 2019
Sparsemax and Relaxed Wasserstein for Topic Sparsity Tianyi Lin Zhibo Hu Xin Guo 52 39 0 22 Oct 2018
Nonparametric Topic Modeling with Neural Inference Xuefei Ning Yin Zheng Zhuxi Jiang Yu Wang Huazhong Yang Junzhou Huang BDL 62 19 0 18 Jun 2018