Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence
Federico Bianchi, Silvia Terragni, Dirk Hovy
Abstract
Federico Bianchi, Silvia Terragni, Dirk Hovy. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers). 2021.
Topics & Concepts
Coherence (philosophical gambling strategy)Computer scienceArtificial intelligenceSentenceNatural language processingTopic modelTraining setArtificial neural networkMathematicsStatisticsTopic ModelingNatural Language Processing TechniquesComputational and Text Analysis Methods