Neural Variational Inference for Text Processing

19 November 2015

Papers citing "Neural Variational Inference for Text Processing"

50 / 71 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 65 0 0 11 Feb 2025
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors M. Nagda Phil Ostheimer Sophie Fellenz 44 0 0 22 Oct 2024
GINopic: Topic Modeling with Graph Isomorphism Network Suman Adhya Debarshi Kumar Sanyal 36 4 0 02 Apr 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
Graph Contrastive Topic Model Zheheng Luo Lei Liu Qianqian Xie Sophia Ananiadou 18 2 0 05 Jul 2023
Learning Sparsity of Representations with Discrete Latent Variables Zhao Xu Daniel Oñoro-Rubio G. Serra Mathias Niepert 13 0 0 03 Apr 2023
The future is different: Large pre-trained language models fail in prediction tasks K. Cvejoski Ramses J. Sanchez C. Ojeda 22 3 0 01 Nov 2022
HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding Yishi Xu Dongsheng Wang Bo Chen Ruiying Lu Zhibin Duan Mingyuan Zhou 38 20 0 16 Oct 2022
INTERACTION: A Generative XAI Framework for Natural Language Inference Explanations Jialin Yu Alexandra I. Cristea Anoushka Harit Zhongtian Sun O. Aduragba Lei Shi Noura Al Moubayed 23 10 0 02 Sep 2022
SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning Baihan Lin Guillermo Cecchi Djallel Bouneffouf OffRL 23 12 0 27 Aug 2022
Knowledge Management System with NLP-Assisted Annotations: A Brief Survey and Outlook Baihan Lin 24 11 0 15 Jun 2022
Neural Topic Modeling of Psychotherapy Sessions Baihan Lin Djallel Bouneffouf Guillermo Cecchi Ravi Tejwani BDL 35 15 0 13 Apr 2022
Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations Yu Meng Yunyi Zhang Jiaxin Huang Yu Zhang Jiawei Han 50 56 0 09 Feb 2022
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amílcar Soares Franccois Théberge 21 3 0 13 Dec 2021
Topic Driven Adaptive Network for Cross-Domain Sentiment Classification Yicheng Zhu Yiqiao Qiu Qingyuan Wu Fu Lee Wang Yanghui Rao 19 14 0 28 Nov 2021
Variational Autoencoders for Precoding Matrices with High Spectral Efficiency E. Bobrov Alexander Markov Sviatoslav Panchenko A. R. R. Institute DRL 14 2 0 23 Nov 2021
Dynamic Review-based Recommenders K. Cvejoski Ramses J. Sanchez Christian Bauckhage C. Ojeda BDL KELM 18 2 0 27 Oct 2021
Not All Comments are Equal: Insights into Comment Moderation from a Topic-Aware Model Elaine Zosa Ravi Shekhar Mladen Karan Matthew Purver 19 2 0 21 Sep 2021
Latent Space Energy-Based Model of Symbol-Vector Coupling for Text Generation and Classification Bo Pang Ying Nian Wu 21 18 0 26 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 35 127 0 05 Jul 2021
Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network Zhibin Duan Dongsheng Wang Bo Chen Chaojie Wang Wenchao Chen Yewen Li J. Ren Mingyuan Zhou BDL 32 38 0 30 Jun 2021
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection Lixing Zhu Gabriele Pergola Lin Gui Deyu Zhou Yulan He 41 145 0 02 Jun 2021
Matching Visual Features to Hierarchical Semantic Topics for Image Paragraph Captioning D. Guo Ruiying Lu Bo Chen Zequn Zeng Mingyuan Zhou VLM 25 9 0 10 May 2021
Exploring Bayesian Deep Learning for Urgent Instructor Intervention Need in MOOC Forums Jialin Yu Laila Alrajhi Anoushka Harit Zhongtian Sun Alexandra I. Cristea Lei Shi BDL UQCV 16 8 0 26 Apr 2021
Latent Variable Models for Visual Question Answering Zixu Wang Yishu Miao Lucia Specia 25 5 0 16 Jan 2021
TAN-NTM: Topic Attention Networks for Neural Topic Modeling Madhur Panwar Shashank Shailabh Milan Aggarwal Balaji Krishnamurthy 15 24 0 02 Dec 2020
A Discrete Variational Recurrent Topic Model without the Reparametrization Trick Mehdi Rezaee Francis Ferraro BDL DRL 17 27 0 22 Oct 2020
Neural Topic Modeling by Incorporating Document Relationship Graph Deyu Zhou Xuemeng Hu Rui Wang 14 22 0 29 Sep 2020
Quantum Language Model with Entanglement Embedding for Question Answering Yiwei Chen Yu Pan D. Dong 36 31 0 23 Aug 2020
SCAT: Second Chance Autoencoder for Textual Data Somaieh Goudarzvand Gharib Gharibi Yugyung Lee 16 3 0 11 May 2020
A Batch Normalized Inference Network Keeps the KL Vanishing Away Qile Zhu Jianlin Su Wei Bi Xiaojiang Liu Xiyao Ma Xiaolin Li D. Wu BDL DRL 34 61 0 27 Apr 2020
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey Zahra Abbasiyantaeb S. Momtazi RALM 22 69 0 16 Feb 2020
Revisiting Paraphrase Question Generator using Pairwise Discriminator Badri N. Patro Durg Singh Chauhan V. Kurmi Vinay P. Namboodiri 19 4 0 31 Dec 2019
BanditRank: Learning to Rank Using Contextual Bandits Phanideep Gampa Sumio Fujita OffRL 19 10 0 23 Oct 2019
The Dynamic Embedded Topic Model Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei BDL 15 87 0 12 Jul 2019
Topic Modeling in Embedding Spaces Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei BDL 11 619 0 08 Jul 2019
Incremental Learning from Scratch for Task-Oriented Dialogue Systems Weikang Wang Jiajun Zhang Q. Li M. Hwang Chengqing Zong Zhifei Li CLL 4 20 0 12 Jun 2019
Nested Variational Autoencoder for Topic Modeling on Microtexts with Word Vectors Trung Trinh Tho Quan Trung Mai BDL 9 2 0 01 May 2019
Effective Estimation of Deep Generative Language Models Tom Pelsmaeker Wilker Aziz BDL 22 27 0 17 Apr 2019
A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations Mingda Chen Qingming Tang Sam Wiseman Kevin Gimpel DRL 23 76 0 02 Apr 2019
Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder Budhaditya Deb P. Bailey Milad Shokouhi 19 20 0 25 Mar 2019
TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents Thomas Wolf Victor Sanh Julien Chaumond Clement Delangue 17 493 0 23 Jan 2019
Sparsemax and Relaxed Wasserstein for Topic Sparsity Tianyi Lin Z. 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 14 131 0 11 Sep 2018
Multi-view Models for Political Ideology Detection of News Articles Vivek Kulkarni Junting Ye Steven Skiena William Yang Wang 15 71 0 10 Sep 2018
Coherence-Aware Neural Topic Modeling Ran Ding Ramesh Nallapati Bing Xiang BDL 11 78 0 07 Sep 2018
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Pengcheng Yin Chunting Zhou Junxian He Graham Neubig GNN 28 102 0 20 Jun 2018
A Stochastic Decoder for Neural Machine Translation P. Schulz Wilker Aziz Trevor Cohn BDL 24 29 0 28 May 2018
Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation Tiancheng Zhao Kyusong Lee M. Eskénazi DRL 16 141 0 22 Apr 2018