Stylistic MR-to-Text Generation Using Pre-trained Language Models

no code implementations • ICON 2021 • Kunal Pagarey, Kanika Kalra, Abhay Garg, Saumajit Saha, Mayur Patidar, Shirish Karande

We explore the ability of pre-trained language models BART, an encoder-decoder model, GPT2 and GPT-Neo, both decoder-only models for generating sentences from structured MR tags as input.

Decoder POS +2

Are Transformers All That Karel Needs?

no code implementations • NeurIPS Workshop AIPLANS 2021 • Abhay Garg, Anand Sriraman, Kunal Pagarey, Shirish Karande

Recent works have shown the incredible promise of using neural networks for the task of program synthesis from input-output examples.

Decoder Program Synthesis