Topic Modeling in Embedding Spaces

8 July 2019

Papers citing "Topic Modeling in Embedding Spaces"

50 / 174 papers shown

Title
Prompting Large Language Models for Topic Modeling Han Wang Nirmalendu Prakash N. Hoang Ming Shan Hee Usman Naseem Roy Ka-Wei Lee 33 24 0 15 Dec 2023
PromptMTopic: Unsupervised Multimodal Topic Modeling of Memes using Large Language Models Nirmalendu Prakash Han Wang N. Hoang Ming Shan Hee Roy Ka-Wei Lee 29 11 0 11 Dec 2023
Revisiting Topic-Guided Language Models Carolina Zheng Keyon Vafa David M. Blei BDL 29 1 0 04 Dec 2023
BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre Classification D. Roussinov Serge Sharoff 11 2 0 27 Nov 2023
Labeled Interactive Topic Models Kyle Seelman Mozhi Zhang Jordan L. Boyd-Graber 20 0 0 15 Nov 2023
Understanding emotions in the context of IT-based self-monitoring D. Paula Florian Borchert Ariane Sasso Falk Uebernickel 6 0 0 09 Nov 2023
Core determinants of quality criteria for mhealth for hypertension: evidence from machine learning instruments D. Paula Ariane Sasso Justus Coester Erwin Boettinger 20 0 0 09 Nov 2023
An Embedded Diachronic Sense Change Model with a Case Study from Ancient Greek Schyan Zafar Geoff K. Nicholls 37 1 0 01 Nov 2023
DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM Weijie Xu Wenxiang Hu Fanyou Wu Srinivasan H. Sengamedu DiffM 30 13 0 23 Oct 2023
LLM-Prop: Predicting Physical And Electronic Properties Of Crystalline Solids From Their Text Descriptions Andre Niyongabo Rubungo Craig Arnold Barry P. Rand Adji Bousso Dieng AI4CE 41 28 0 21 Oct 2023
TopicAdapt- An Inter-Corpora Topics Adaptation Approach Pritom Saha Akash Trisha Das Kevin Chen-Chuan Chang 31 0 0 08 Oct 2023
A Process for Topic Modelling Via Word Embeddings Diego Saldana Ulloa 21 0 0 06 Oct 2023
Continual Learning with Dirichlet Generative-based Rehearsal Min Zeng Wei Xue Qi-fei Liu Yi-Ting Guo CLL BDL 32 5 0 13 Sep 2023
Towards the TopMost: A Topic Modeling System Toolkit Xiaobao Wu Fengjun Pan A. Luu 31 14 0 13 Sep 2023
Evaluating Dynamic Topic Models Charu James Mayank Nagda Nooshin Haji Ghassemi Marius Kloft Sophie Fellenz 32 1 0 12 Sep 2023
What are Public Concerns about ChatGPT? A Novel Self-Supervised Neural Topic Model Tells You Rui Wang Xing Liu Yanan Wang Haiping Huang LLMAG AI4MH 14 0 0 04 Sep 2023
Science and engineering for what? A large-scale analysis of students' projects in science fairs Adelmo Eloy Thomas Palmeira Ferraz Fellip Silva Alves R. Lopes AI4CE 25 1 0 05 Aug 2023
You talk what you read: Understanding News Comment Behavior by Dispositional and Situational Attribution Yuhang Wang Yuxiang Zhang Dongyuan Lu Jitao Sang 19 0 0 04 Aug 2023
Towards Generalising Neural Topical Representations Xiaohao Yang He Zhao Dinh Q. Phung Lan Du BDL OOD MedIm 24 1 0 24 Jul 2023
Exploring acceptance of autonomous vehicle policies using KeyBERT and SNA: Targeting engineering students Ji-a Ha Dongsoo Kim 18 0 0 18 Jul 2023
S2vNTM: Semi-supervised vMF Neural Topic Modeling Weijie Xu Jay Desai Srinivasan H. Sengamedu Xiaoyu Jiang Francis Iannacci VLM 27 1 0 06 Jul 2023
KDSTM: Neural Semi-supervised Topic Modeling with Knowledge Distillation Weijie Xu Xiaoyu Jiang Jay Desai Bin Han Fuqin Yan Francis Iannacci BDL 31 3 0 04 Jul 2023
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport Weijie Xu Xiaoyu Jiang Srinivasan H. Sengamedu Francis Iannacci Jinjin Zhao OT BDL 34 18 0 03 Jul 2023
Semi-automated extraction of research topics and trends from NCI funding in radiological sciences from 2000-2020 M. Nguyen P. Beidler Joseph Tsai August Anderson Daniel Chen Paul Kinahan John Kang 14 0 0 22 Jun 2023
A modified model for topic detection from a corpus and a new metric evaluating the understandability of topics Tomoya Kitano Yuto Miyatake Daisuke Furihata 8 1 0 08 Jun 2023
Effective Neural Topic Modeling with Embedding Clustering Regularization Xiaobao Wu Xinshuai Dong Thong Nguyen A. Luu BDL 18 34 0 07 Jun 2023
Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach Liyan Xu Chenwei Zhang Xian Li Jingbo Shang Jinho Choi 16 5 0 26 May 2023
Rectifying Group Irregularities in Explanations for Distribution Shift Adam Stein Yinjun Wu Eric Wong Mayur Naik 34 1 0 25 May 2023
Diversity-Aware Coherence Loss for Improving Neural Topic Models Raymond Li Felipe González-Pizarro Linzi Xing Gabriel Murray Giuseppe Carenini BDL 157 4 0 25 May 2023
Contextualized Topic Coherence Metrics Hamed Rahimi Jacob Louis Hoover David M. Mimno Hubert Naacke Camélia Constantin B. Amann 29 16 0 23 May 2023
Revisiting Automated Topic Model Evaluation with Large Language Models Dominik Stammbach Vilém Zouhar Alexander Miserlis Hoyle Mrinmaya Sachan Elliott Ash ELM ALM 33 4 0 20 May 2023
Distilling Semantic Concept Embeddings from Contrastively Fine-Tuned Language Models Na Li Hanane Kteich Zied Bouraoui Steven Schockaert 33 9 0 16 May 2023
CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling Zheng Fang Yulan He Rob Procter 25 2 0 16 May 2023
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence Filtering Bing Wang Ximing Li Zhiyao Yang Yuanyuan Guan Jiayin Li Sheng-sheng Wang 32 6 0 15 May 2023
Reinforcement Learning for Topic Models Jeremy Costello Marek Reformat BDL OffRL 26 2 0 08 May 2023
Word Sense Induction with Knowledge Distillation from BERT Anik Saha Alex Gittens B. Yener 17 1 0 20 Apr 2023
MasakhaNEWS: News Topic Classification for African languages David Ifeoluwa Adelani Marek Masiak Israel Abebe Azime Jesujoba Oluwadara Alabi A. Tonja ... Moges Ahmed Mehamed Evrard Ngabire Jules Jules Ivan Ssenkungu Pontus Stenetorp 28 23 0 19 Apr 2023
The Deep Latent Position Topic Model for Clustering and Representation of Networks with Textual Edges Rémi Boutin Pierre Latouche C. Bouveyron 14 2 0 14 Apr 2023
Graph2topic: an opensource topic modeling framework based on sentence embedding and community detection Leihan Zhang Jiapeng Liu Qiang Yan 38 1 0 13 Apr 2023
Topics in the Haystack: Extracting and Evaluating Topics beyond Coherence Anton Thielmann Q. Seifert Arik Reuter Elisabeth Bergherr Benjamin Säfken 36 2 0 30 Mar 2023
Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling Suman Adhya Avishek Lahiri Debarshi Kumar Sanyal 32 2 0 28 Mar 2023
Improving Neural Topic Models with Wasserstein Knowledge Distillation Suman Adhya Debarshi Kumar Sanyal BDL 20 1 0 27 Mar 2023
Improving Contextualized Topic Models with Negative Sampling Suman Adhya Avishek Lahiri Debarshi Kumar Sanyal Partha Pratim Das 34 9 0 27 Mar 2023
Psychotherapy AI Companion with Reinforcement Learning Recommendations and Interpretable Policy Dynamics Baihan Lin Guillermo Cecchi Djallel Bouneffouf OffRL AI4TS AI4MH 43 9 0 16 Mar 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
GFlowNet-EM for learning compositional latent variable models J. E. Hu Nikolay Malkin Moksh Jain Katie Everett Alexandros Graikos Yoshua Bengio CoGe 24 38 0 13 Feb 2023
Efficient and Flexible Topic Modeling using Pretrained Embeddings and Bag of Sentences Johannes Schneider 44 3 0 06 Feb 2023
ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics Hamed Rahimi Hubert Naacke Camélia Constantin B. Amann BDL AI4TS 32 6 0 03 Feb 2023
Neural Dynamic Focused Topic Model K. Cvejoski Ramses J. Sanchez C. Ojeda OOD BDL 16 2 0 26 Jan 2023
Topics as Entity Clusters: Entity-based Topics from Language Models and Graph Neural Networks Manuel V. Loureiro Steven Derby Tri Kurniawan Wijaya 22 0 0 06 Jan 2023