IncrementalProcessing
Related Papers
Optimising Incremental Dialogue Decisions Using Information Density for Interactive Systems
Incremental processing allows system design- ers to address several discourse phenomena that have previously been somewhat neglected in interactive systems, such as backchannels or barge-ins, but that can enhance the …...
A simple approach to make dialogue systems incremental (Vers une approche simplifiée pour introduire le caractère incrémental dans les systèmes de dialogue) [in French]
. Incremental dialogue is at the heart of current research in the field of dialogue systems. Several archi- tectures and models have been published such as (Allen et al., 2001; …...
Best of Both Worlds: Making High Accuracy Non-incremental Transformer-based Disfluency Detection Incremental
AbstractWhile Transformer-based text classifiers pre-trained on large volumes of text have yielded significant improvements on a wide range of computational linguistics tasks, their implementations have been unsuitable for live incremental …...
Towards Incremental Transformers: An Empirical Analysis of Transformer Models for Incremental NLU
AbstractIncremental processing allows interactive systems to respond based on partial inputs, which is a desirable property e.g. in dialogue agents. The currently popular Transformer architecture inherently processes sequences as a …...