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topic modeling

460 papers

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Also known as

STM CSTM LDA TM

Co-occurring keywords

topic model (290) latent dirichlet allocation (171) text classification (6776) unsupervised learning (3255) bayesian inference (1904) variational inference (2069) sentiment analysis (2079) social media analysis (699) word embedding (1764) neural topic model (75)

Papers

A Fairness Analysis of Human and AI-Generated Student Reflection Summaries ACL 2024
Relation between Cross-Genre and Cross-Topic Transfer in Dependency Parsing COLING 2024
TafsirExtractor: Text Preprocessing Pipeline preparing Classical Arabic Literature for Machine Learning Applications COLING 2024
Topic Modeling for Short Texts with Large Language Models ACL 2024
Putting Back the Stops: Integrating Syntax with Neural Topic Models IJCAI 2024
Guiding Sentiment Analysis with Hierarchical Text Clustering: Analyzing the German X/Twitter Discourse on Face Masks in the 2020 COVID-19 Pandemic ACL 2024
Unveiling Voices: Identification of Concerns in a Social Media Breast Cancer Cohort via Natural Language Processing COLING 2024
COnVoy: A Contact Center Operated Pipeline for Voice of Customer Discovery INTERSPEECH 2023
LRL_NC at SemEval-2023 Task 6: Sequential Sentence Classification for Legal Documents Using Topic Modeling Features SEMEVAL 2023
LRL_NC at SemEval-2023 Task 4: The Touche23-George-boole Approach for Multi-Label Classification of Human-Values behind Arguments SEMEVAL 2023
Topic-Informed Dialogue Summarization using Topic Distribution and Prompt-based Modeling EMNLP 2023
The ACL OCL Corpus: Advancing Open Science in Computational Linguistics EMNLP 2023
MMT: A Multilingual and Multi-Topic Indian Social Media Dataset EACL 2023
Interactive Concept Learning for Uncovering Latent Themes in Large Text Collections ACL 2023
Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality EACL 2023
VIBE: Topic-Driven Temporal Adaptation for Twitter Classification EMNLP 2023
Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring ACL 2023
Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning ACL 2023
Topic-DPR: Topic-based Prompts for Dense Passage Retrieval EMNLP 2023
A User-Centered, Interactive, Human-in-the-Loop Topic Modelling System EACL 2023
CauSE: Causal Search Engine for Understanding Contact-Center Conversations INTERSPEECH 2023
Effective Neural Topic Modeling with Embedding Clustering Regularization ICML 2023
A longitudinal study about gradual changes in the Iranian Online Public Sphere pre and post of ‘Mahsa Moment’: Focusing on Twitter EMNLP 2023
Vio-Lens: A Novel Dataset of Annotated Social Network Posts Leading to Different Forms of Communal Violence and its Evaluation EMNLP 2023
Mind the Gap Between Conversations for Improved Long-Term Dialogue Generation EMNLP 2023