Do Language Models Understand Measurements?

23 October 2022

Papers citing "Do Language Models Understand Measurements?"

20 / 20 papers shown

Title
Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model Kuntal Kumar Pal Chitta Baral 130 19 0 10 Sep 2021
NumGPT: Improving Numeracy Ability of Generative Pre-trained Models Zhihua Jin Xin Jiang Xingbo Wang Qun Liu Yong Wang Xiaozhe Ren Huamin Qu 31 19 0 07 Sep 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 95 842 0 22 Jun 2021
NT5?! Training T5 to Perform Numerical Reasoning Peng Yang Ying Chen Yuechan Chen Daniel Cer AIMat LRM 33 15 0 15 Apr 2021
Probing for Multilingual Numerical Understanding in Transformer-Based Language Models Devin J. Johnson Denise Mak Drew Barker Lexi Loessberg-Zahl LRM 37 18 0 13 Oct 2020
Do Language Embeddings Capture Scales? Xikun Zhang Deepak Ramachandran Ian Tenney Yanai Elazar Dan Roth MILM ReLM LRM 61 93 0 11 Oct 2020
An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining Yifan Peng Qingyu Chen Zhiyong Lu 53 115 0 06 May 2020
Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-trained Language Models Bill Yuchen Lin Seyeon Lee Rahul Khanna Xiang Ren AIMat 53 158 0 02 May 2020
Injecting Numerical Reasoning Skills into Language Models Mor Geva Ankit Gupta Jonathan Berant AIMat LRM 64 226 0 09 Apr 2020
oLMpics -- On what Language Model Pre-training Captures Alon Talmor Yanai Elazar Yoav Goldberg Jonathan Berant LRM 98 304 0 31 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 444 42,393 0 03 Dec 2019
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 130 1,403 0 28 Nov 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 346 6,448 0 26 Sep 2019
Do NLP Models Know Numbers? Probing Numeracy in Embeddings Eric Wallace Yizhong Wang Sujian Li Sameer Singh Matt Gardner 71 265 0 17 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 566 2,664 0 03 Sep 2019
How Large Are Lions? Inducing Distributions over Quantitative Attributes Yanai Elazar A. Mahabal Deepak Ramachandran Tania Bedrax-Weiss Dan Roth 54 59 0 04 Jun 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 149 5,643 0 25 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,729 0 11 Oct 2018
Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers Georgios P. Spithourakis Sebastian Riedel 51 83 0 21 May 2018
Verb Physics: Relative Physical Knowledge of Actions and Objects Maxwell Forbes Yejin Choi 32 84 0 12 Jun 2017