Break

AI2 Israel, Question Understanding • 2020
Break is a human annotated dataset of natural language questions and their Question Decomposition Meaning Representations (QDMRs). Break consists of 83,978 examples sampled from 10 question answering datasets over text, images and databases.

Leaderboard

Top Public Submissions
DetailsCreatedGED
1
T5 with QDMR pre-trained decoder
Chris Coleman and Alex Reneau, Northwestern University
4/28/202123%
2
T5 Baseline
Chris Coleman and Alex Reneau, Northwestern University
4/20/202124%
3
QDMR-BART + special tokens
Chris Coleman and Alex Reneau, Northwestern University
9/20/202024%
4
QDMR-BARTv1
Chris Coleman and Alex Reneau, Northwestern University
7/18/202023%
5
Curriculum-trained CopyNet
Chris Coleman and Alex Reneau, Northwestern University
6/30/202027%

Authors

Tomer Wolfson, Mor Geva, Ankit Gupta, Matt Gardner, Yoav Goldberg, Daniel Deutch, Jonathan Berant