Structure-to-Text Generation with Self-Training, Acceptability Classifiers and Context-Conditioning for the GEM Shared Task

no code implementations • ACL (GEM) 2021 • Shreyan Bakshi, Soumya Batra, Peyman Heidari, Ankit Arun, Shashank Jain, Michael White

We explore the use of self-training and acceptability classifiers with pre-trained models for natural language generation in structure-to-text settings using three GEM datasets (E2E, WebNLG-en, Schema-Guided Dialog).

Text Generation

Private Language Model Adaptation for Speech Recognition

no code implementations • 28 Sep 2021 • Zhe Liu, Ke Li, Shreyan Bakshi, Fuchun Peng

Speech model adaptation is crucial to handle the discrepancy between server-side proxy training data and actual data received on local devices of users.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3