ScholarIQanswers from OpenAlex
Topic Modeling
TopicLeading institutions, researchers & key papers
Topic Modeling is a topic indexed in ScholarIQ from OpenAlex.
What is known about Topic Modeling?
ScholarIQrecord summary
This cluster of papers covers a wide range of advancements in natural language processing, including neural network architectures, word representation models, machine translation techniques, text classification algorithms, semantic similarity measures, named entity recognition methods, pretrained language models, sequence-to-sequence learning approaches, topic modeling strategies, and information retrieval systems.
How many works does Topic Modeling have?
ScholarIQindexed works
Topic Modeling has 251 works in the ScholarIQ index. The count is the OpenAlex total, not the number of papers listed on this page.
What is the OpenAlex record for Topic Modeling?
ScholarIQopenalex
The OpenAlex for Topic Modeling is on the source record.
What are the most-cited papers on Topic Modeling?
ScholarIQmost cited works
TinyBERT: Distilling BERT for Natural Language Understanding
Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Dong Chen, Linlin Li, Fang Wang, Qun Liu
Toward expert-level medical question answering with large language models
K. K. Singhal, Tao Tu, Juraj Gottweis, Rory Sayres, Ellery Wulczyn, Mohamed Amin, Le Hou, Kevin Clark, Stephen Pfohl, Heather Cole-Lewis, Darlene Neal, Qazi Mamunur Rashid, Mike Schaekermann, Amy Wang, Dev Dash, Jonathan H. Chen, Nigam H. Shah, Sami Lachgar, P. Mansfield, Sushant Prakash, Bradley Green, Ewa Dominowska, Blaise Agüera y Arcas, Nenad Tomašev, Yun Liu, Renee Wong, Christopher Semturs, S. Sara Mahdavi, Joëlle Barral, Dale R. Webster, Greg S. Corrado, Yossi Matias, Shekoofeh Azizi, Alan Karthikesalingam, Vivek Natarajan
CTRL: A Conditional Transformer Language Model for Controllable Generation
Nitish Shirish Keskar, Bryan McCann, Lav R. Varshney, Caiming Xiong, Richard Socher
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention
Ikuya Yamada, Akari Asai, Hiroyuki Shindo, Hideaki Takeda, Yūji Matsumoto
Incorporating domain knowledge into topic modeling via Dirichlet Forest priors
David Andrzejewski, Xiaojin Zhu, Mark Craven
Where is Topic Modeling research published, and who funds it?
ScholarIQvenues & funding sources
TOP JOURNALS
TOP FUNDERS
National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
Funder breakdown is a member featureSign up free to unlock
How much of the research on Topic Modeling is open access?
ScholarIQopen access share
87%OPEN ACCESS