9 citations · 12 across the 2 of their papers we have counts for
3 papers · 1 filter
Incremental processing of noisy user utterances in the spoken language understanding task
Stefan Constantin, Jan Niehues, Alex Waibel
The state-of-the-art neural network architectures make it possible to create spoken language understanding systems with high quality and fast processing time. One major challenge f…
Multi-task learning to improve natural language understanding
Stefan Constantin, Jan Niehues, Alex Waibel
Recently advancements in sequence-to-sequence neural network architectures have led to an improved natural language understanding. When building a neural network-based Natural Lang…
An End-to-End Goal-Oriented Dialog System with a Generative Natural Language Response Generation
Stefan Constantin, Jan Niehues, Alex Waibel
Recently advancements in deep learning allowed the development of end-to-end trained goal-oriented dialog systems. Although these systems already achieve good performance, some sim…