Probing for Multilingual Numerical Understanding in Transformer-Based Language Models

13 October 2020

Papers citing "Probing for Multilingual Numerical Understanding in Transformer-Based Language Models"

10 / 10 papers shown

Title
Number Cookbook: Number Understanding of Language Models and How to Improve It Haotong Yang Yi Hu Shijia Kang Zhouchen Lin Muhan Zhang LRM 118 8 0 06 Nov 2024
NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models Ancheng Xu Minghuan Tan Lei Wang Min Yang Ruifeng Xu LRM 81 0 0 05 Jun 2024
Estimating Numbers without Regression Avijit Thawani Jay Pujara Ashwin Kalyan 71 1 0 09 Oct 2023
Debiasing should be Good and Bad: Measuring the Consistency of Debiasing Techniques in Language Models Robert D Morabito Jad Kabbara Ali Emami 54 7 0 23 May 2023
Overcoming Barriers to Skill Injection in Language Modeling: Case Study in Arithmetic Mandar Sharma Nikhil Muralidhar Naren Ramakrishnan 62 6 0 03 Nov 2022
Do Language Models Understand Measurements? Sungjin Park Seung-kook Ryu Edward Choi ReLM LRM 89 4 0 23 Oct 2022
Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks Ruixiang Cui Daniel Hershcovich Anders Søgaard 89 13 0 22 Apr 2022
Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model Kuntal Kumar Pal Chitta Baral 171 19 0 10 Sep 2021
Representing Numbers in NLP: a Survey and a Vision Avijit Thawani Jay Pujara Pedro A. Szekely Filip Ilievski 106 119 0 24 Mar 2021
Investigating the Limitations of Transformers with Simple Arithmetic Tasks Rodrigo Nogueira Zhiying Jiang Jimmy J. Li LRM 133 130 0 25 Feb 2021