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BERTopic: Neural topic modeling with a class-based TF-IDF procedure

BERTopic: Neural topic modeling with a class-based TF-IDF procedure

M. Grootendorst
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Papers citing "BERTopic: Neural topic modeling with a class-based TF-IDF procedure"

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Title
JADS: A Framework for Self-supervised Joint Aspect Discovery and Summarization
JADS: A Framework for Self-supervised Joint Aspect Discovery and Summarization
Xiaobo Guo
Jay Desai
Srinivasan H. Sengamedu
AI4TS
78
0
0
28 May 2024
Context is Important in Depressive Language: A Study of the Interaction Between the Sentiments and Linguistic Markers in Reddit Discussions
Context is Important in Depressive Language: A Study of the Interaction Between the Sentiments and Linguistic Markers in Reddit Discussions
Neha Sharma
Kairit Sirts
31
2
0
28 May 2024
FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm
FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm
Xiaobao Wu
Thong Nguyen
Delvin Ce Zhang
William Yang Wang
Anh Tuan Luu
128
4
0
28 May 2024
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
Xiaobao Wu
Xinshuai Dong
Liangming Pan
Thong Nguyen
Anh Tuan Luu
134
14
0
28 May 2024
MobileConvRec: A Conversational Dataset for Mobile Apps Recommendations
MobileConvRec: A Conversational Dataset for Mobile Apps Recommendations
Srijata Maji
Moghis Fereidouni
Vinaik Chhetri
Umar Farooq
A.B. Siddique
68
1
0
28 May 2024
The Peripatetic Hater: Predicting Movement Among Hate Subreddits
The Peripatetic Hater: Predicting Movement Among Hate Subreddits
Daniel Hickey
D. Fessler
Kristina Lerman
Keith Burghardt
61
0
0
27 May 2024
Unveiling Themes in Judicial Proceedings: A Cross-Country Study Using Topic Modeling on Legal Documents from India and the UK
Unveiling Themes in Judicial Proceedings: A Cross-Country Study Using Topic Modeling on Legal Documents from India and the UK
Krish Didwania
Durga Toshniwal
Amit Agarwal
AILaw
40
0
0
27 May 2024
Towards Unlocking Insights from Logbooks Using AI
Towards Unlocking Insights from Logbooks Using AI
Antonin Sulc
Alex Bien
Annika Eichler
Daniel Ratner
Florian Rehm
...
Raimund Kammering
Thorsten Hellert
T. Wilksen
Verena Kain
Wan-Lin Hu
62
3
0
25 May 2024
The correlation between nativelike selection and prototypicality: a multilingual onomasiological case study using semantic embedding
The correlation between nativelike selection and prototypicality: a multilingual onomasiological case study using semantic embedding
Huasheng Zhang
50
0
0
22 May 2024
BrainStorm @ iREL at #SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets
BrainStorm @ iREL at #SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets
Manav Chaudhary
Harshit Gupta
Vasudeva Varma
66
1
0
18 May 2024
Fine-tuning the SwissBERT Encoder Model for Embedding Sentences and Documents
Fine-tuning the SwissBERT Encoder Model for Embedding Sentences and Documents
Juri Grosjean
Jannis Vamvas
51
1
0
13 May 2024
L(u)PIN: LLM-based Political Ideology Nowcasting
L(u)PIN: LLM-based Political Ideology Nowcasting
Ken Kato
Annabelle Purnomo
Christopher Cochrane
Raeid Saqur
33
3
0
12 May 2024
Deciphering public attention to geoengineering and climate issues using machine learning and dynamic analysis
Deciphering public attention to geoengineering and climate issues using machine learning and dynamic analysis
Ramit Debnath
Pengyu Zhang
Tianzhu Qin
R. M. Alvarez
Shaun D. Fitzgerald
AI4CE
63
0
0
11 May 2024
Fine-grained Speech Sentiment Analysis in Chinese Psychological Support Hotlines Based on Large-scale Pre-trained Model
Fine-grained Speech Sentiment Analysis in Chinese Psychological Support Hotlines Based on Large-scale Pre-trained Model
Zhonglong Chen
Changwei Song
Yining Chen
Jianqiang Li
Guanghui Fu
Yongsheng Tong
Qing Zhao
AI4MH
66
1
0
07 May 2024
Identifying Narrative Patterns and Outliers in Holocaust Testimonies Using Topic Modeling
Identifying Narrative Patterns and Outliers in Holocaust Testimonies Using Topic Modeling
Maxim Ifergan
Renana Keydar
Omri Abend
Amit Pinchevski
32
0
0
04 May 2024
Context-Aware Clustering using Large Language Models
Context-Aware Clustering using Large Language Models
Sindhu Tipirneni
Ravinarayana Adkathimar
Nurendra Choudhary
Gaurush Hiranandani
Rana Ali Amjad
V. Ioannidis
Changhe Yuan
Chandan K. Reddy
82
6
0
02 May 2024
A Named Entity Recognition and Topic Modeling-based Solution for Locating and Better Assessment of Natural Disasters in Social Media
A Named Entity Recognition and Topic Modeling-based Solution for Locating and Better Assessment of Natural Disasters in Social Media
Ayaz Mehmood
Muhammad Tayyab Zamir
Muhammad Asif Ayub
Nasir Ahmad
Kashif Ahmad
53
2
0
01 May 2024
Addressing Topic Granularity and Hallucination in Large Language Models for Topic Modelling
Addressing Topic Granularity and Hallucination in Large Language Models for Topic Modelling
Yida Mu
Peizhen Bai
Kalina Bontcheva
Xingyi Song
75
6
0
01 May 2024
A University Framework for the Responsible use of Generative AI in Research
A University Framework for the Responsible use of Generative AI in Research
Shannon Smith
M. Tate
Keri Freeman
Anne Walsh
Brian Ballsun-Stanton
Mark Hooper
Murray Lane
37
1
0
30 Apr 2024
Finding Understanding and Support: Navigating Online Communities to Share and Connect at the intersection of Abuse and Foster Care Experiences
Finding Understanding and Support: Navigating Online Communities to Share and Connect at the intersection of Abuse and Foster Care Experiences
Tawfiq Ammari
Eunhye Ahn
Astha Lakhankar
Joyce Lee
56
2
0
28 Apr 2024
IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task On the Shoulders of Medical Agents
IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task On the Shoulders of Medical Agents
Jean-Philippe Corbeil
90
3
0
23 Apr 2024
Identifying Fairness Issues in Automatically Generated Testing Content
Identifying Fairness Issues in Automatically Generated Testing Content
Kevin Stowe
Benny Longwill
Alyssa Francis
Tatsuya Aoyama
Debanjan Ghosh
Swapna Somasundaran
78
1
0
23 Apr 2024
Social Media and Artificial Intelligence for Sustainable Cities and Societies: A Water Quality Analysis Use-case
Social Media and Artificial Intelligence for Sustainable Cities and Societies: A Water Quality Analysis Use-case
Muhammad Asif Auyb
Muhammad Tayyab Zamir
Imran Khan
Hannia Naseem
Nasir Ahmad
Kashif Ahmad
59
0
0
23 Apr 2024
A Survey of Decomposition-Based Evolutionary Multi-Objective Optimization: Part II -- A Data Science Perspective
A Survey of Decomposition-Based Evolutionary Multi-Objective Optimization: Part II -- A Data Science Perspective
Mingyu Huang
Ke Li
59
1
0
22 Apr 2024
Enhancing Argument Summarization: Prioritizing Exhaustiveness in Key Point Generation and Introducing an Automatic Coverage Evaluation Metric
Enhancing Argument Summarization: Prioritizing Exhaustiveness in Key Point Generation and Introducing an Automatic Coverage Evaluation Metric
Mohammad Khosravani
Chenyang Huang
Amine Trabelsi
75
2
0
17 Apr 2024
Text clustering applied to data augmentation in legal contexts
Text clustering applied to data augmentation in legal contexts
Lucas José Gonccalves Freitas
Thaís Rodrigues
Guilherme Rodrigues
Pamella Edokawa
Ariane Farias
55
0
0
08 Apr 2024
AI Knowledge and Reasoning: Emulating Expert Creativity in Scientific Research
AI Knowledge and Reasoning: Emulating Expert Creativity in Scientific Research
Anirban Mukherjee
H. Chang
75
4
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05 Apr 2024
NLP4Gov: A Comprehensive Library for Computational Policy Analysis
NLP4Gov: A Comprehensive Library for Computational Policy Analysis
Mahasweta Chakraborti
Sailendra Akash Bonagiri
Santiago Virgüez-Ruiz
Seth Frey
AILaw
55
0
0
04 Apr 2024
Identifying Climate Targets in National Laws and Policies using Machine Learning
Identifying Climate Targets in National Laws and Policies using Machine Learning
Matyas Juhasz
Tina Marchand
Roshan Melwani
Kalyan Dutia
Sarah Goodenough
Harrison Pim
Henry Franks
AILaw
42
0
0
03 Apr 2024
GINopic: Topic Modeling with Graph Isomorphism Network
GINopic: Topic Modeling with Graph Isomorphism Network
Suman Adhya
Debarshi Kumar Sanyal
306
4
0
02 Apr 2024
A Sociotechnical Framework For Addressing Stigma and Designing Personalized Digital Health Products
A Sociotechnical Framework For Addressing Stigma and Designing Personalized Digital Health Products
D. Paula
Daniel Juehling
Falk Uebernickel
62
0
0
26 Mar 2024
Neural Multimodal Topic Modeling: A Comprehensive Evaluation
Neural Multimodal Topic Modeling: A Comprehensive Evaluation
Felipe González-Pizarro
Giuseppe Carenini
VGen
90
1
0
26 Mar 2024
Semantically Enriched Cross-Lingual Sentence Embeddings for Crisis-related Social Media Texts
Semantically Enriched Cross-Lingual Sentence Embeddings for Crisis-related Social Media Texts
Rabindra Lamsal
M. Read
S. Karunasekera
56
2
0
25 Mar 2024
Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling
Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling
Yida Mu
Chun Dong
Kalina Bontcheva
Xingyi Song
80
25
0
24 Mar 2024
Cyber-Security Knowledge Graph Generation by Hierarchical Nonnegative Matrix Factorization
Cyber-Security Knowledge Graph Generation by Hierarchical Nonnegative Matrix Factorization
Ryan Barron
M. Eren
Manish Bhattarai
Selma Wanna
N. Solovyev
Kim Ø. Rasmussen
Boian S. Alexandrov
Charles K. Nicholas
Cynthia Matuszek
42
2
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24 Mar 2024
Risk and Response in Large Language Models: Evaluating Key Threat Categories
Risk and Response in Large Language Models: Evaluating Key Threat Categories
Bahareh Harandizadeh
A. Salinas
Fred Morstatter
98
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22 Mar 2024
Visual Analytics for Fine-grained Text Classification Models and Datasets
Visual Analytics for Fine-grained Text Classification Models and Datasets
Munkhtulga Battogtokh
Y. Xing
Cosmin Davidescu
Alfie Abdul-Rahman
Michael Luck
Rita Borgo
81
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21 Mar 2024
Using Generative Text Models to Create Qualitative Codebooks for Student Evaluations of Teaching
Using Generative Text Models to Create Qualitative Codebooks for Student Evaluations of Teaching
Andrew Katz
Mitchell Gerhardt
Michelle Soledad
79
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Cheap Ways of Extracting Clinical Markers from Texts
Cheap Ways of Extracting Clinical Markers from Texts
Anastasia Sandu
Teodor Mihailescu
Sergiu Nisioi
45
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Safeguarding Marketing Research: The Generation, Identification, and Mitigation of AI-Fabricated Disinformation
Safeguarding Marketing Research: The Generation, Identification, and Mitigation of AI-Fabricated Disinformation
Anirban Mukherjee
64
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Discovering Latent Themes in Social Media Messaging: A Machine-in-the-Loop Approach Integrating LLMs
Discovering Latent Themes in Social Media Messaging: A Machine-in-the-Loop Approach Integrating LLMs
Tunazzina Islam
Dan Goldwasser
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Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference
Wei-Lin Chiang
Lianmin Zheng
Ying Sheng
Anastasios Nikolas Angelopoulos
Tianle Li
...
Hao Zhang
Banghua Zhu
Michael I. Jordan
Joseph E. Gonzalez
Ion Stoica
OSLM
186
603
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Media Bias Matters: Understanding the Impact of Politically Biased News on Vaccine Attitudes in Social Media
Media Bias Matters: Understanding the Impact of Politically Biased News on Vaccine Attitudes in Social Media
Bohan Jiang
Lu Cheng
Zhen Tan
Ruocheng Guo
Huan Liu
67
8
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06 Mar 2024
Probabilistic Topic Modelling with Transformer Representations
Probabilistic Topic Modelling with Transformer Representations
Arik Reuter
Anton Thielmann
Christoph Weisser
Benjamin Säfken
Thomas Kneib
77
1
0
06 Mar 2024
GPTopic: Dynamic and Interactive Topic Representations
GPTopic: Dynamic and Interactive Topic Representations
Arik Reuter
Anton Thielmann
Christoph Weisser
Sebastian Fischer
Benjamin Säfken
LLMAG
74
3
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06 Mar 2024
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation
Xueqing Wu
Rui Zheng
Jingzhen Sha
Te-Lin Wu
Hanyu Zhou
Mohan Tang
Kai-Wei Chang
Nanyun Peng
Haoran Huang
114
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04 Mar 2024
Understanding Public Perceptions of AI Conversational Agents: A Cross-Cultural Analysis
Understanding Public Perceptions of AI Conversational Agents: A Cross-Cultural Analysis
Zihan Liu
Han Li
Anfan Chen
Renwen Zhang
Yi-Chieh Lee
LLMAG
60
25
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25 Feb 2024
Artful Path to Healing: Using Machine Learning for Visual Art Recommendation to Prevent and Reduce Post-Intensive Care
Artful Path to Healing: Using Machine Learning for Visual Art Recommendation to Prevent and Reduce Post-Intensive Care
B. Yilma
Chan Mi Kim
G. Cupchik
Luis A Leiva
51
6
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23 Feb 2024
Social Convos: Capturing Agendas and Emotions on Social Media
Social Convos: Capturing Agendas and Emotions on Social Media
Ankita Bhaumik
Ning Sa
Gregorios A. Katsios
T. Strzalkowski
69
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Automatic Histograms: Leveraging Language Models for Text Dataset Exploration
Automatic Histograms: Leveraging Language Models for Text Dataset Exploration
Emily Reif
Crystal Qian
James Wexler
Minsuk Kahng
58
12
0
21 Feb 2024

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