conftrace_
← Back to papers
2019 CONLL CoNLL 2019

Named Entity Recognition with Partially Annotated Training Data

🌉 Interdisciplinary Bridge - Machine Learning and Natural Language Processing
🧭 Keyword Pioneer - weighted training
🐝 Cross-Pollinator - Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Security & Privacy, Speech & Audio

Authors

Stephen Mayhew , Snigdha Chaturvedi , Chen-Tse Tsai , Dan Roth

Topics

Machine Learning > Learning Types > Weakly Supervised Learning Natural Language Processing > Understanding > Named Entity Recognition

Keywords

weakly supervised learning named entity recognition partial annotation weighted training constraint-driven learning false negative detection
Download PDF

Related papers

Deconstructing Supertagging into Multi-Task Sequence Prediction 2019
Large-Scale Representation Learning from Visually Grounded Untranscribed Speech 2019
Say Anything: Automatic Semantic Infelicity Detection in L2 English Indefinite Pronouns 2019
Federated Learning of N-Gram Language Models 2019
Learning Conceptual Spaces with Disentangled Facets 2019