Frank Drewes

4 papers · 2020–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

EMNLP (2) AACL (1) COLING (1)

Top co-authors

Johanna Björklund (2) Anton Eklund (2) Adam Dahlgren Lindström (2) Mona Forsman (2) Suna Bensch (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Core Methods (3) Natural Language Processing (2) Data Science & Analytics (1) Applications · Data Science & Analytics (1) Applications · Natural Language Processing (1) Generation (1) Understanding (1)

Keywords

representation learning (1) multimodal learning (1) knowledge base (1) language understanding (1) human computation (1) document clustering (1) human-computer interaction (1) visual-semantic embedding (1) pre-trained language model (1) document embedding (1) semantic relation (1) probing task (1) inference engine (1) dynamic topic modeling (1) embedding clustering (1) neural network (1) neural topic modeling (1) linguistic properties (1) cluster interpretation (1) cluster precision (1)

Papers

CIPHE: A Framework for Document Cluster Interpretation and Precision from Human Exploration EMNLP 2024 Dynamic Topic Modeling by Clustering Embeddings from Pretrained Language Models: A Research Proposal AACL 2022 Bridging Perception, Memory, and Inference through Semantic Relations EMNLP 2021 Probing Multimodal Embeddings for Linguistic Properties: the Visual-Semantic Case COLING 2020