Sequence Generation

task ID: sequencegeneration

Related Papers

Fast Interleaved Bidirectional Sequence Generation

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractIndependence assumptions during sequence generation can speed up inference, but parallel generation of highly inter-dependent tokens comes at a cost in quality. Instead of assuming independence between neighbouring tokens (semi-autoregressive …...

27620

Leveraging WordNet Paths for Neural Hypernym Prediction

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractWe formulate the problem of hypernym prediction as a sequence generation task, where the sequences are taxonomy paths in WordNet. Our experiments with encoder-decoder models show that training to generate …...

4090

On Long-Tailed Phenomena in Neural Machine Translation

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractState-of-the-art Neural Machine Translation (NMT) models struggle with generating low-frequency tokens, tackling which remains a major challenge. The analysis of long-tailed phenomena in the context of structured prediction tasks is …...

32203

Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractBeing able to infer possible events related to a specific target is critical to natural language processing. One challenging task in this line is event sequence prediction, which aims at …...

5058

End-to-end Dense Video Captioning as Sequence Generation

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractDense video captioning aims to identify the events of interest in an input video, and generate descriptive captions for each event. Previous approaches usually follow a two-stage generative process, which …...

4725