conftrace_

document clustering

66 papers

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Co-occurring keywords

unsupervised learning (3264) topic modeling (461) representation learning (6206) topic model (290) text clustering (79) large language model (13587) information retrieval (1514) document classification (202) hierarchical clustering (232) text summarization (896)

Papers

Seeded Hierarchical Clustering for Expert-Crafted Taxonomies EMNLP 2022
Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings EACL 2021
Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries IJCNLP 2021
Self-Supervised Neural Topic Modeling EMNLP 2021
FANATIC: FAst Noise-Aware TopIc Clustering EMNLP 2021
Text Document Clustering: Wordnet vs. TF-IDF vs. Word Embeddings EACL 2021
Developing a Curated Topic Model for COVID-19 Medical Research Literature EMNLP 2020
Layout-Aware Text Representations Harm Clustering Documents by Type EMNLP 2020
Discovery News: A Generic Framework for Financial News Recommendation AAAI 2020
Monash-Summ@LongSumm 20 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline EMNLP 2020
New Insights into Cross-Document Event Coreference: Systematic Comparison and a Simplified Approach ACL 2020
NMF Ensembles? Not for Text Summarization! EMNLP 2020
Autoencoding Keyword Correlation Graph for Document Clustering ACL 2020
Neural Topic Modeling with Bidirectional Adversarial Training ACL 2020
A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal ACL 2020
Spherical Text Embedding NIPS 2019
Leveraging Meta Information in Short Text Aggregation ACL 2019
Clustering-Based Article Identification in Historical Newspapers NAACL 2019
Spatial Aggregation Facilitates Discovery of Spatial Topics ACL 2019
Document Representation Learning for Patient History Visualization COLING 2018
NAI-SEA at SemEval-2018 Task 5: An Event Search System SEMEVAL 2018
Multilingual Clustering of Streaming News EMNLP 2018
Picking Apart Story Salads EMNLP 2018
Integrating Multiple NLP Technologies into an Open-source Platform for Multilingual Media Monitoring ACL 2018
Online Nonnegative Matrix Factorization with General Divergences AISTATS 2017