NT5?! Training T5 to Perform Numerical Reasoning

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NT5?! Training T5 to Perform Numerical Reasoning

15 April 2021

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Papers citing "NT5?! Training T5 to Perform Numerical Reasoning"

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Title
QuanTemp: A real-world open-domain benchmark for fact-checking numerical claims Venktesh V Abhijit Anand Avishek Anand Vinay Setty 106 15 0 25 Mar 2024
Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data Mubashara Akhtar Abhilash Shankarampeta Vivek Gupta Arpit Patil O. Cocarascu Elena Simperl LRM ReLM LMTD ELM 91 25 0 03 Nov 2023
World Models for Math Story Problems Andreas Opedal Niklas Stoehr Abulhair Saparov Mrinmaya Sachan ReLM 112 13 0 07 Jun 2023
FERMAT: An Alternative to Accuracy for Numerical Reasoning Jasivan Sivakumar N. Moosavi ReLM LRM 93 4 0 27 May 2023
Can neural networks do arithmetic? A survey on the elementary numerical skills of state-of-the-art deep learning models Alberto Testolin AIMat 64 22 0 14 Mar 2023
Extracting Victim Counts from Text Mian Zhong Shehzaad Dhuliawala Niklas Stoehr 40 5 0 23 Feb 2023
Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning? Keito Kudo Yoichi Aoki Tatsuki Kuribayashi Ana Brassard Masashi Yoshikawa Keisuke Sakaguchi Kentaro Inui CoGe 88 12 0 15 Feb 2023
Do Language Models Understand Measurements? Sungjin Park Seung-kook Ryu Edward Choi ReLM LRM 74 4 0 23 Oct 2022
Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal ReLM LRM 94 11 0 25 May 2022
Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model Kuntal Kumar Pal Chitta Baral 171 19 0 10 Sep 2021
Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills Ori Yoran Alon Talmor Jonathan Berant ReLM LRM 236 54 0 15 Jul 2021