Cover Image

Reliability of Topic Modeling

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Schroeder, Kayla, Wood-Doughty, Zach
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Can You Trust LLM Judgments? Reliability of LLM-as-a-Judge
by: Schroeder, Kayla, et al.
Published: (2024)

Controlling for Unobserved Confounding with Large Language Model Classification of Patient Smoking Status
by: Lee, Samuel, et al.
Published: (2024)

Addressing Topic Granularity and Hallucination in Large Language Models for Topic Modelling
by: Mu, Yida, et al.
Published: (2024)

TopicGPT: A Prompt-based Topic Modeling Framework
by: Pham, Chau Minh, et al.
Published: (2023)

Hierarchical Graph Topic Modeling with Topic Tree-based Transformer
by: Zhang, Delvin Ce, et al.
Published: (2025)

XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments
by: Nguyen, Tien Phat, et al.
Published: (2025)

Multi-environment Topic Models
by: Sobhani, Dominic, et al.
Published: (2024)

Personalized Topic Selection Model for Topic-Grounded Dialogue
by: Fan, Shixuan, et al.
Published: (2024)

Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling
by: Eichin, Florian, et al.
Published: (2024)

TriTopic: Tri-Modal Graph-Based Topic Modeling with Iterative Refinement and Archetypes
by: Egger, Roman
Published: (2026)

Embedded Topic Models Enhanced by Wikification
by: Shibuya, Takashi, et al.
Published: (2024)

Disentangling Similarity and Relatedness in Topic Models
by: Xiao, Hanlin, et al.
Published: (2026)

Reliable News or Propagandist News? A Neurosymbolic Model Using Genre, Topic, and Persuasion Techniques to Improve Robustness in Classification
by: Faye, Géraud, et al.
Published: (2026)

Topic Modeling in Marathi
by: Shinde, Sanket, et al.
Published: (2025)

Neural Topic Modeling with Large Language Models in the Loop
by: Yang, Xiaohao, et al.
Published: (2024)

Comprehensive Evaluation of Large Language Models for Topic Modeling
by: Doi, Tomoki, et al.
Published: (2024)

NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization
by: Pham, Duy-Tung, et al.
Published: (2024)

Topic Modeling as Multi-Objective Contrastive Optimization
by: Nguyen, Thong, et al.
Published: (2024)

On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling
by: Wu, Xiaobao, et al.
Published: (2024)

Addressing Topic Leakage in Cross-Topic Evaluation for Authorship Verification
by: Sawatphol, Jitkapat, et al.
Published: (2024)

Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods
by: Passali, Tatiana, et al.
Published: (2022)

Holistic Evaluations of Topic Models
by: Compton, Thomas
Published: (2025)

Topic Aware Probing: From Sentence Length Prediction to Idiom Identification how reliant are Neural Language Models on Topic?
by: Nedumpozhimana, Vasudevan, et al.
Published: (2024)

Semantic-Augmented Latent Topic Modeling with LLM-in-the-Loop
by: Hong, Mengze, et al.
Published: (2025)

Bidirectional Topic Matching: Quantifying Thematic Overlap Between Corpora Through Topic Modelling
by: Adam, Raven, et al.
Published: (2024)

LocoMotion: Learning Motion-Focused Video-Language Representations
by: Doughty, Hazel, et al.
Published: (2024)

Training Sparse Mixture Of Experts Text Embedding Models
by: Nussbaum, Zach, et al.
Published: (2025)

Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling
by: Mu, Yida, et al.
Published: (2024)

SciTopic: Enhancing Topic Discovery in Scientific Literature through Advanced LLM
by: Li, Pengjiang, et al.
Published: (2025)

Probabilistic Topic Modelling with Transformer Representations
by: Reuter, Arik, et al.
Published: (2024)

Methodological Rigour in Algorithm Application: An Illustration of Topic Modelling Algorithm
by: Amadoru, Malmi
Published: (2025)

Understanding Cross-Domain Adaptation in Low-Resource Topic Modeling
by: Akash, Pritom Saha, et al.
Published: (2025)

LimTopic: LLM-based Topic Modeling and Text Summarization for Analyzing Scientific Articles limitations
by: Azhar, Ibrahim Al, et al.
Published: (2025)

LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models
by: Xuan, Minh Chu, et al.
Published: (2026)

topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation
by: Kardos, Márton, et al.
Published: (2025)

RedTopic: Toward Topic-Diverse Red Teaming of Large Language Models
by: Ding, Jiale, et al.
Published: (2025)

Interactive Topic Models with Optimal Transport
by: Dhanania, Garima, et al.
Published: (2024)

ReliableMath: Benchmark of Reliable Mathematical Reasoning on Large Language Models
by: Xue, Boyang, et al.
Published: (2025)

Segment Anything Model is a Good Teacher for Local Feature Learning
by: Wu, Jingqian, et al.
Published: (2023)

Topic Bias in Emotion Classification
by: Wegge, Maximilian, et al.
Published: (2023)