activity
20182024
most citedUnlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations

51 citations · 60 across the 5 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.CL2019

Answering Conversational Questions on Structured Data without Logical Forms

Thomas Müller, Francesco Piccinno, Massimo Nicosia +2

We present a novel approach to answering sequential questions based on structured objects such as knowledge bases or tables without using a logical form as an intermediate represen…

cs.CL2019

Generating Logical Forms from Graph Representations of Text and Entities

Peter Shaw, Philip Massey, Angelica Chen +2

Structured information about entities is critical for many semantic parsing tasks. We present an approach that uses a Graph Neural Network (GNN) architecture to incorporate informa…