Towards an ASR Error Robust Spoken Language Understanding System

Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data

John Lafferty, Andrew McCallum, Fernando C. N. Pereira · Scholarly Commons (University of Pennsylvania) · 2001 · 13K citations · Full text

Computing, Computer Science, Computational Linguistics +12

Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)

Djork-Arné Clevert, Thomas Unterthiner, Sepp Hochreiter · arXiv (Cornell University) · 2015 · 2.3K citations · Full text

Computing, Computer Science, Artificial Intelligence +14

The ATIS spoken language systems pilot corpus

Charles T. Hemphill, John J. Godfrey, George R. Doddington · 1990 · 824 citations

Language Studies, Computer Science, Applied Linguistics +15

Word-Based Dialog State Tracking with Recurrent Neural Networks

Matthew Henderson, Blaise Thomson, Steve Young · 2014 · 366 citations · Full text

Computing, Computer Science, Feature Engineering +13

Spoken language understanding using long short-term memory neural networks

Kaisheng Yao, Baolin Peng, Yu Zhang et al. · 2014 · 333 citations

Computing, Computer Science, Computational Linguistics +14