15 citations · 29 across the 5 of their papers we have counts for
3 papers · 1 filter
Controlled Text Generation with Hidden Representation Transformations
Vaibhav Kumar, Hana Koorehdavoudi, Masud Moshtaghi +3
We propose CHRT (Control Hidden Representation Transformation) - a controlled language generation framework that steers large language models to generate text pertaining to certain…
ClarQ: A large-scale and diverse dataset for Clarification Question Generation
Vaibhav Kumar, Alan W. black
Question answering and conversational systems are often baffled and need help clarifying certain ambiguities. However, limitations of existing datasets hinder the development of la…
On Compositionality in Neural Machine Translation
Vikas Raunak, Vaibhav Kumar, Florian Metze
We investigate two specific manifestations of compositionality in Neural Machine Translation (NMT) : (1) Productivity - the ability of the model to extend its predictions beyond th…