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

11 March 2022

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

50 / 423 papers shown

Title
Are LLMs Rational Investors? A Study on Detecting and Reducing the Financial Bias in LLMs Yuhang Zhou Yuchen Ni Yu Gan Zhangyue Yin Xiang Liu Jian Zhang Sen Liu Xipeng Qiu Guangnan Ye Hongfeng Chai AIFin 76 4 0 20 Feb 2024
Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts Xiaobo Guo Soroush Vosoughi 96 1 0 16 Feb 2024
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) Usha Bhalla Alexander X. Oesterling Suraj Srinivas Flavio du Pin Calmon Himabindu Lakkaraju 133 44 0 16 Feb 2024
Multi-Fidelity Methods for Optimization: A Survey Ke Li Fan Li AI4CE 79 7 0 15 Feb 2024
Lying Blindly: Bypassing ChatGPT's Safeguards to Generate Hard-to-Detect Disinformation Claims at Scale Freddy Heppell M. Bakir Kalina Bontcheva DeLMO 78 1 0 13 Feb 2024
Evaluating the Data Model Robustness of Text-to-SQL Systems Based on Real User Queries Jonathan Fürst Catherine Kosten Farhad Nooralahzadeh Yi Zhang Kurt Stockinger LMTD 50 8 0 13 Feb 2024
What's documented in AI? Systematic Analysis of 32K AI Model Cards Weixin Liang Nazneen Rajani Xinyu Yang Ezinwanne Ozoani Eric Wu Yiqun Chen D. Smith James Zou 97 18 0 07 Feb 2024
News Source Credibility Assessment: A Reddit Case Study Arash Amini Yigit E. Bayiz Ashwin Ram R. Marculescu Ufuk Topcu 53 2 0 07 Feb 2024
AlbNews: A Corpus of Headlines for Topic Modeling in Albanian Erion Çano Dario Lamaj 59 1 0 06 Feb 2024
Identifying Reasons for Contraceptive Switching from Real-World Data Using Large Language Models Brenda Y. Miao C. Y. Williams Ebenezer Chinedu-Eneh T. Zack Emily Alsentzer A. Butte Irene Y. Chen 63 8 0 06 Feb 2024
Comparison of Topic Modelling Approaches in the Banking Context Bayode Ogunleye Tonderai Maswera Laurence Hirsch J. Gaudoin T. Brunsdon AI4TS 72 43 0 05 Feb 2024
Multilingual transformer and BERTopic for short text topic modeling: The case of Serbian Darija Medvecki Bojana Bašaragin Adela Ljajić Nikola Milosevic 81 9 0 05 Feb 2024
Emergency Department Decision Support using Clinical Pseudo-notes Simon A. Lee Sujay Jain Alex Chen Kyoka Ono Jennifer Fang Á. Rudas Jeffrey N. Chiang 96 12 0 31 Jan 2024
Evaluating the Capabilities of LLMs for Supporting Anticipatory Impact Assessment Mowafak Allaham Nicholas Diakopoulos ELM 35 1 0 31 Jan 2024
Credit Risk Meets Large Language Models: Building a Risk Indicator from Loan Descriptions in P2P Lending Mario Sanz-Guerrero Javier Arroyo 108 6 0 29 Jan 2024
ConvoSense: Overcoming Monotonous Commonsense Inferences for Conversational AI Sarah E. Finch Jinho D. Choi LRM 72 3 0 27 Jan 2024
A Survey on Neural Topic Models: Methods, Applications, and Challenges Xiaobao Wu Thong Nguyen Anh Tuan Luu BDL 71 45 0 27 Jan 2024
Scalable Qualitative Coding with LLMs: Chain-of-Thought Reasoning Matches Human Performance in Some Hermeneutic Tasks Zackary Dunivin 81 17 0 26 Jan 2024
A Big Data Architecture for Early Identification and Categorization of Dark Web Sites Javier Pastor-Galindo Hông-Ân Sandlin Félix Gómez Mármol Gérome Bovet Gregorio Martínez Pérez 42 9 0 24 Jan 2024
No Longer Trending on Artstation: Prompt Analysis of Generative AI Art Jon McCormack Maria Teresa Llano S. Krol Nina Rajcic DiffM 85 10 0 24 Jan 2024
Digital cloning of online social networks for language-sensitive agent-based modeling of misinformation spread Prateek Puri Gabriel Hassler Anton Shenk Sai Katragadda 49 1 0 23 Jan 2024
Revolutionizing API Documentation through Summarization AmirHossein Naghshzan Sylvie Ratte 32 0 0 21 Jan 2024
Combining topic modelling and citation network analysis to study case law from the European Court on Human Rights on the right to respect for private and family life M. Mohammadi L. M. Bruijn M. Wieling M. Vols AILaw 23 3 0 19 Jan 2024
Framing Analysis of Health-Related Narratives: Conspiracy versus Mainstream Media Markus Reiter-Haas Beate Klösch Markus Hadler Elisabeth Lex 116 6 0 18 Jan 2024
On the Readiness of Scientific Data for a Fair and Transparent Use in Machine Learning Joan Giner-Miguelez Abel Gómez Jordi Cabot 70 0 0 18 Jan 2024
Topic Modelling: Going Beyond Token Outputs Lowri Williams Eirini Anthi Laura Arman Pete Burnap 16 3 0 16 Jan 2024
DQNC2S: DQN-based Cross-stream Crisis event Summarizer Daniele Rege Cambrin Luca Cagliero Paolo Garza 30 0 0 12 Jan 2024
Analyzing Regional Impacts of Climate Change using Natural Language Processing Techniques Tanwi Mallick John Murphy Joshua Bergerson Duane R. Verner John K Hutchison L. Levy 54 6 0 11 Jan 2024
German Text Embedding Clustering Benchmark Silvan Wehrli Bert Arnrich Christopher Irrgang 73 7 0 05 Jan 2024
Discovering Significant Topics from Legal Decisions with Selective Inference Jerrold Soh Tsin Howe AILaw 79 2 0 02 Jan 2024
AHAM: Adapt, Help, Ask, Model -- Harvesting LLMs for literature mining Boshko Koloski Nada Lavrac B. Cestnik Senja Pollak Blaž Škrlj Andrej Kastrin 55 6 0 25 Dec 2023
Big Tech influence over AI research revisited: memetic analysis of attribution of ideas to affiliation Stanislaw Giziñski Paulina Kaczyñska Hubert Ruczyñski Emilia Wisnios Bartosz Pieliñski P. Biecek Julian Sienkiewicz 63 2 0 20 Dec 2023
Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation YoungJoon Yoo Jongwon Choi BDL 79 2 0 15 Dec 2023
Prompting Large Language Models for Topic Modeling Han Wang Nirmalendu Prakash N. Hoang Ming Shan Hee Usman Naseem Roy Ka-wei Lee 76 34 0 15 Dec 2023
The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation Rongwu Xu Brian S. Lin Shujian Yang Tianqi Zhang Weiyan Shi Tianwei Zhang Zhixuan Fang Wei Xu Han Qiu 176 61 0 14 Dec 2023
Topic Bias in Emotion Classification Maximilian Wegge Roman Klinger CVBM 35 0 0 14 Dec 2023
LaCour!: Enabling Research on Argumentation in Hearings of the European Court of Human Rights Lena Held Ivan Habernal AILaw 76 0 0 08 Dec 2023
Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling Talia Tseriotou Ryan Sze-Yin Chan Adam Tsakalidis I. Bilal E. Kochkina Terry Lyons Maria Liakata 64 1 0 06 Dec 2023
Understanding Environmental Posts: Sentiment and Emotion Analysis of Social Media Data Daniyar Amangeldi Aida Usmanova Pakizar Shamoi 110 16 0 05 Dec 2023
FakeWatch ElectionShield: A Benchmarking Framework to Detect Fake News for Credible US Elections Tahniat Khan Mizanur Rahman Veronica Chatrath Oluwanifemi Bamgbose Shaina Raza 57 1 0 27 Nov 2023
Content-Localization based System for Analyzing Sentiment and Hate Behaviors in Low-Resource Dialectal Arabic: English to Levantine and Gulf Fatimah Alzamzami Abdulmotaleb El Saddik 75 1 0 27 Nov 2023
Searching for Snippets of Open-Domain Dialogue in Task-Oriented Dialogue Datasets Armand Stricker P. Paroubek 61 0 0 23 Nov 2023
Hate speech and hate crimes: a data-driven study of evolving discourse around marginalized groups Malvina Bozhidarova Jonathn Chang Aaishah Ale-rasool Yuxiang Liu Chongyao Ma Andrea L. Bertozzi P. Brantingham Junyuan Lin Sanjukta Krishnagopal 16 0 0 18 Nov 2023
Latent Feature-based Data Splits to Improve Generalisation Evaluation: A Hate Speech Detection Case Study Maike Zufle Verna Dankers Ivan Titov 100 0 0 16 Nov 2023
Text Sanitization Beyond Specific Domains: Zero-Shot Redaction & Substitution with Large Language Models Federico Albanese D. Ciolek Nicolás DÍppolito AILaw 75 7 0 16 Nov 2023
Where Do People Tell Stories Online? Story Detection Across Online Communities Maria Antoniak Joel Mire Maarten Sap Elliott Ash Andrew Piper 110 11 0 16 Nov 2023
Core determinants of quality criteria for mhealth for hypertension: evidence from machine learning instruments D. Paula Ariane Sasso Justus Coester Erwin Boettinger 29 0 0 09 Nov 2023
LitSumm: Large language models for literature summarisation of non-coding RNAs Andrew Green C. Ribas Nancy Ontiveros-Palacios Sam Griffiths-Jones Anton I. Petrov Alex Bateman Blake Sweeney 152 4 0 06 Nov 2023
Indicative Summarization of Long Discussions S. Syed Dominik Schwabe Khalid Al Khatib Martin Potthast 67 1 0 03 Nov 2023
KG-FRUS: a Novel Graph-based Dataset of 127 Years of US Diplomatic Relations Gökberk Özsoy Luis Salamanca Matthew Connelly Raymond Hicks Fernando Pérez-Cruz 33 1 0 30 Oct 2023