Injecting Numerical Reasoning Skills into Language Models

Injecting Numerical Reasoning Skills into Language Models

9 April 2020

Jonathan Berant

Papers citing "Injecting Numerical Reasoning Skills into Language Models"

12 / 62 papers shown

Title
TIMEDIAL: Temporal Commonsense Reasoning in Dialog Lianhui Qin Aditya Gupta Shyam Upadhyay Luheng He Yejin Choi Manaal Faruqui LRM 31 65 0 08 Jun 2021
Measuring and Improving BERT's Mathematical Abilities by Predicting the Order of Reasoning Piotr Pikekos Henryk Michalewski Mateusz Malinowski 30 28 0 07 Jun 2021
What's in your Head? Emergent Behaviour in Multi-Task Transformer Models Mor Geva Uri Katz Aviv Ben-Arie Jonathan Berant LRM 43 11 0 13 Apr 2021
Representing Numbers in NLP: a Survey and a Vision Avijit Thawani Jay Pujara Pedro A. Szekely Filip Ilievski 32 114 0 24 Mar 2021
Investigating the Limitations of Transformers with Simple Arithmetic Tasks Rodrigo Nogueira Zhiying Jiang Jimmy J. Li LRM 24 123 0 25 Feb 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 272 347 0 01 Feb 2021
CoCoLM: COmplex COmmonsense Enhanced Language Model with Discourse Relations Changlong Yu Hongming Zhang Yangqiu Song Wilfred Ng 66 21 0 31 Dec 2020
An Empirical Investigation of Contextualized Number Prediction Daniel M. Spokoyny Taylor Berg-Kirkpatrick AI4TS 27 34 0 20 Oct 2020
Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition Yun He Ziwei Zhu Yin Zhang Qin Chen James Caverlee AI4MH 33 108 0 08 Oct 2020
Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment Zhiyuan Liu Yixin Cao Liangming Pan Juan-Zi Li Zhiyuan Liu Tat-Seng Chua 8 127 0 07 Oct 2020
Understanding tables with intermediate pre-training Julian Martin Eisenschlos Syrine Krichene Thomas Müller LMTD 15 119 0 01 Oct 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 454 2,589 0 03 Sep 2019