no code implementations • 28 Jan 2019 • Stanislav Fort, Paweł Krzysztof Nowak, Stanislaw Jastrzebski, Srini Narayanan
In particular, we study how stiffness depends on 1) class membership, 2) distance between data points in the input space, 3) training iteration, and 4) learning rate.
5 code implementations • ACL 2020 • Jonathan Herzig, Paweł Krzysztof Nowak, Thomas Müller, Francesco Piccinno, Julian Martin Eisenschlos
In this paper, we present TAPAS, an approach to question answering over tables without generating logical forms.
Ranked #1 on Semantic Parsing on SQA (Accuracy metric)
no code implementations • EMNLP 2021 • Pierre Marion, Paweł Krzysztof Nowak, Francesco Piccinno
On CSQA, our approach increases the coverage from $80\%$ to $96. 2\%$, and the LF execution accuracy from $70. 6\%$ to $75. 6\%$, with respect to previous state-of-the-art results.
2 code implementations • NAACL 2022 • Linlu Qiu, Peter Shaw, Panupong Pasupat, Paweł Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova
Generic unstructured neural networks have been shown to struggle on out-of-distribution compositional generalization.