Discovering Discrete Latent Topics with Neural Variational Inference

1 June 2017

Papers citing "Discovering Discrete Latent Topics with Neural Variational Inference"

37 / 37 papers shown

Title
Evaluating Negative Sampling Approaches for Neural Topic Models Suman Adhya Avishek Lahiri Debarshi Kumar Sanyal Partha Pratim Das BDL 45 0 0 23 Mar 2025
Bridging the Evaluation Gap: Leveraging Large Language Models for Topic Model Evaluation Zhiyin Tan Jennifer D'Souza ELM 72 0 0 11 Feb 2025
Topic-aware Causal Intervention for Counterfactual Detection Thong Nguyen Truc-My Nguyen 33 1 0 25 Sep 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 81 2 0 13 Jun 2024
COMPASS: Computational Mapping of Patient-Therapist Alliance Strategies with Language Modeling Baihan Lin Djallel Bouneffouf Yulia Landa Rachel Jespersen Cheryl Corcoran Guillermo Cecchi 51 1 0 22 Feb 2024
Towards Generalising Neural Topical Representations Xiaohao Yang He Zhao Dinh Q. Phung Lan Du BDL OOD MedIm 37 1 0 24 Jul 2023
A Topic-aware Summarization Framework with Different Modal Side Information Preslav Nakov Mingzhe Li Shen Gao Xin Cheng Qiang Yang Qishen Zhang Xin Gao Xiangliang Zhang 33 13 0 19 May 2023
TherapyView: Visualizing Therapy Sessions with Temporal Topic Modeling and AI-Generated Arts Baihan Lin Stefan Zecevic Djallel Bouneffouf Guillermo Cecchi DiffM 24 5 0 21 Feb 2023
A Survey of Relevant Text Mining Technology Claudia Peersman M. Edwards Emma J. Williams A. Rashid 6 1 0 28 Nov 2022
Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning Xiaobao Wu A. Luu Xinshuai Dong 30 44 0 23 Nov 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 29 6 0 18 Oct 2022
SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning Baihan Lin Guillermo Cecchi Djallel Bouneffouf OffRL 29 12 0 27 Aug 2022
Knowledge Management System with NLP-Assisted Annotations: A Brief Survey and Outlook Baihan Lin 30 11 0 15 Jun 2022
Knowledge-aware Document Summarization: A Survey of Knowledge, Embedding Methods and Architectures Yutong Qu Wei Emma Zhang Jian Yang Lingfei Wu Jia Wu AI4TS 17 7 0 24 Apr 2022
Neural Topic Modeling of Psychotherapy Sessions Baihan Lin Djallel Bouneffouf Guillermo Cecchi Ravi Tejwani BDL 43 15 0 13 Apr 2022
Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference Modeling Yang Deng Yaliang Li Wenxuan Zhang Bolin Ding W. Lam 30 36 0 27 Dec 2021
BACON: Deep-Learning Powered AI for Poetry Generation with Author Linguistic Style Transfer Alejandro Rodríguez Pascual 19 2 0 14 Dec 2021
Topic Driven Adaptive Network for Cross-Domain Sentiment Classification Yicheng Zhu Yiqiao Qiu Qingyuan Wu Fu Lee Wang Yanghui Rao 24 14 0 28 Nov 2021
Contrastive Learning for Neural Topic Model Thong Nguyen A. Luu 31 56 0 25 Oct 2021
Topic-Guided Abstractive Multi-Document Summarization Peng Cui Le Hu 29 39 0 21 Oct 2021
Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen A. Luu Truc Lu Tho Quan 35 34 0 22 Sep 2021
ePiC: Employing Proverbs in Context as a Benchmark for Abstract Language Understanding Sayan Ghosh Shashank Srivastava 18 11 0 14 Sep 2021
Sequence-to-Sequence Learning with Latent Neural Grammars Yoon Kim 33 40 0 02 Sep 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 46 128 0 05 Jul 2021
Continuity of Topic, Interaction, and Query: Learning to Quote in Online Conversations Lingzhi Wang Jing Li Xingshan Zeng Haisong Zhang Kam-Fai Wong 18 13 0 18 Jun 2021
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance Masaru Isonuma Junichiro Mori Danushka Bollegala Ichiro Sakata 21 27 0 15 Jun 2021
Have you tried Neural Topic Models? Comparative Analysis of Neural and Non-Neural Topic Models with Application to COVID-19 Twitter Data Andrew Bennett Dipendra Kumar Misra Nga Than 24 4 0 21 May 2021
TAN-NTM: Topic Attention Networks for Neural Topic Modeling Madhur Panwar Shashank Shailabh Milan Aggarwal Balaji Krishnamurthy 23 24 0 02 Dec 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 15 19 0 05 Jun 2020
Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings Alexander I. Cowen-Rivers Pasquale Minervini Tim Rocktaschel Matko Bosnjak Sebastian Riedel Jun Wang BDL 31 4 0 12 Jun 2019
Topic-Guided Variational Autoencoders for Text Generation Wenlin Wang Zhe Gan Hongteng Xu Ruiyi Zhang Guoyin Wang Dinghan Shen Changyou Chen Lawrence Carin BDL 33 126 0 17 Mar 2019
Dirichlet Variational Autoencoder Weonyoung Joo Wonsung Lee Sungrae Park Il-Chul Moon BDL DRL 32 101 0 09 Jan 2019
Dirichlet belief networks for topic structure learning He Zhao Lan Du Wray Buntine Mingyuan Zhou OOD BDL 26 42 0 02 Nov 2018
Sparsemax and Relaxed Wasserstein for Topic Sparsity Tianyi Lin Zhibo Hu Xin Guo 14 37 0 22 Oct 2018
Topic Memory Networks for Short Text Classification Jichuan Zeng Jing Li Yan Song Cuiyun Gao Michael R. Lyu Irwin King BDL 16 131 0 11 Sep 2018
Coherence-Aware Neural Topic Modeling Ran Ding Ramesh Nallapati Bing Xiang BDL 16 78 0 07 Sep 2018
Semi-Amortized Variational Autoencoders Yoon Kim Sam Wiseman Andrew C. Miller David Sontag Alexander M. Rush BDL DRL 33 243 0 07 Feb 2018