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Do Language Embeddings Capture Scales?

11 October 2020

Papers citing "Do Language Embeddings Capture Scales?"

50 / 59 papers shown

Title
PRECTR: A Synergistic Framework for Integrating Personalized Search Relevance Matching and CTR Prediction Rong Chen Shuzhi Cao Ailong He Shuguang Han Jufeng Chen 106 0 0 24 Mar 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 118 1 0 22 Mar 2025
Number Representations in LLMs: A Computational Parallel to Human Perception H.V. AlquBoj Hilal AlQuabeh Velibor Bojkovic Tatsuya Hiraoka Ahmed Oumar El-Shangiti Munachiso Nwadike Kentaro Inui 70 0 0 22 Feb 2025
GRASP: A Grid-Based Benchmark for Evaluating Commonsense Spatial Reasoning Zhisheng Tang Mayank Kejriwal LRM 133 3 0 20 Jan 2025
Mathematical Language Models: A Survey Wen Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 226 14 0 03 Jan 2025
Regress, Don't Guess -- A Regression-like Loss on Number Tokens for Language Models Jonas Zausinger Lars Pennig Anamarija Kozina Sean Sdahl Julian Sikora ... Anna Ketteler Thorben Prein Vishwa Mohan Singh Michael Morris Danziger Jannis Born 75 3 0 04 Nov 2024
Interleaving Text and Number Embeddings to Solve Mathemathics Problems Marvin Alberts Gianmarco Gabrieli Irina Espejo Morales 46 2 0 25 Oct 2024
Temporally Consistent Factuality Probing for Large Language Models Ashutosh Bajpai Aaryan Goyal Atif Anwer Tanmoy Chakraborty HILM 82 1 0 21 Sep 2024
Development of Cognitive Intelligence in Pre-trained Language Models Raj Sanjay Shah Khushi Bhardwaj Sashank Varma 103 2 0 01 Jul 2024
How to Leverage Digit Embeddings to Represent Numbers? Jasivan Sivakumar N. Moosavi 65 0 0 01 Jul 2024
Multi-objective Representation for Numbers in Clinical Narratives: A CamemBERT-Bio-Based Alternative to Large-Scale LLMs Boammani Aser Lompo Thanh-Dung Le 101 1 0 28 May 2024
Pre-Calc: Learning to Use the Calculator Improves Numeracy in Language Models Vishruth Veerendranath Vishwa Shah Kshitish Ghate 88 0 0 22 Apr 2024
What Do Language Models Hear? Probing for Auditory Representations in Language Models Jerry Ngo Yoon Kim AuLLM MILM 58 8 0 26 Feb 2024
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception Yuncheng Huang Qi He Jiaqing Liang Sihang Jiang Yanghua Xiao Yunwen Chen LRM 95 3 0 29 Dec 2023
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
GeoLLM: Extracting Geospatial Knowledge from Large Language Models Rohin Manvi Samar Khanna Gengchen Mai Marshall Burke David B. Lobell Stefano Ermon 70 54 0 10 Oct 2023
Can NLP Models Ídentify', 'Distinguish', and 'Justify' Questions that Don't have a Definitive Answer? Ayushi Agarwal Nisarg Patel Neeraj Varshney Mihir Parmar Pavan Mallina Aryan Bhavin Shah Srihari Sangaraju Tirth Patel Nihar Thakkar Chitta Baral ELM 57 4 0 08 Sep 2023
TaskLAMA: Probing the Complex Task Understanding of Language Models Quan Yuan Mehran Kazemi Xinyuan Xu Isaac Noble Vaiva Imbrasaite Deepak Ramachandran LRM 63 12 0 29 Aug 2023
BERT4CTR: An Efficient Framework to Combine Pre-trained Language Model with Non-textual Features for CTR Prediction Dong Wang Kave Salamatian Yunqing Xia Weiwei Deng Qi Zhang 48 14 0 17 Aug 2023
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks Zhaofeng Wu Linlu Qiu Alexis Ross Ekin Akyürek Boyuan Chen Bailin Wang Najoung Kim Jacob Andreas Yoon Kim LRM ReLM 178 223 0 05 Jul 2023
Probing Physical Reasoning with Counter-Commonsense Context Kazushi Kondo Saku Sugawara Akiko Aizawa LRM 66 4 0 04 Jun 2023
Human Behavioral Benchmarking: Numeric Magnitude Comparison Effects in Large Language Models Raj Sanjay Shah Vijay Marupudi Reba Koenen Khushi Bhardwaj Sashank Varma 69 6 0 18 May 2023
Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency Mandar Sharma Nikhil Muralidhar Naren Ramakrishnan CLL 59 4 0 14 May 2023
Evaluating Transformer Language Models on Arithmetic Operations Using Number Decomposition Matteo Muffo A. Cocco Enrico Bertino ReLM 65 25 0 21 Apr 2023
KitchenScale: Learning to predict ingredient quantities from recipe contexts Donghee Choi Mogan Gim Samy Badreddine Hajung Kim Donghyeon Park Jaewoo Kang 51 7 0 21 Apr 2023
Understanding Finetuning for Factual Knowledge Extraction from Language Models Mehran Kazemi Sid Mittal Deepak Ramachandran KELM 94 11 0 26 Jan 2023
SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images Ryota Tanaka Kyosuke Nishida Kosuke Nishida Taku Hasegawa Itsumi Saito Kuniko Saito 66 85 0 12 Jan 2023
A Survey of Deep Learning for Mathematical Reasoning Pan Lu Liang Qiu Wenhao Yu Sean Welleck Kai-Wei Chang ReLM LRM 133 150 0 20 Dec 2022
Text2Struct: A Machine Learning Pipeline for Mining Structured Data from Text Chaochao Zhou Bo Yang 24 0 0 18 Dec 2022
LUNA: Language Understanding with Number Augmentations on Transformers via Number Plugins and Pre-training Hongwei Han Jialiang Xu Mengyuan Zhou Yijia Shao Shi Han Dongmei Zhang LMTD 97 9 0 06 Dec 2022
Overcoming Barriers to Skill Injection in Language Modeling: Case Study in Arithmetic Mandar Sharma Nikhil Muralidhar Naren Ramakrishnan 53 6 0 03 Nov 2022
Lila: A Unified Benchmark for Mathematical Reasoning Swaroop Mishra Matthew Finlayson Pan Lu Leonard Tang Sean Welleck ... Tanmay Rajpurohit Oyvind Tafjord Ashish Sabharwal Peter Clark Ashwin Kalyan ELM AIMat ReLM LRM 93 0 0 31 Oct 2022
Do Language Models Understand Measurements? Sungjin Park Seung-kook Ryu Edward Choi ReLM LRM 74 4 0 23 Oct 2022
A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models Alessandro Stolfo Zhijing Jin Kumar Shridhar Bernhard Schölkopf Mrinmaya Sachan ELM OOD LRM 131 66 0 21 Oct 2022
"John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility Himanshu Gupta Neeraj Varshney Swaroop Mishra Kuntal Kumar Pal Saurabh Arjun Sawant Kevin Scaria Siddharth Goyal Chitta Baral ELM 100 14 0 14 Oct 2022
Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models M. Bueno Carlos Gemmel Jeffrey Stephen Dalton R. Lotufo Rodrigo Nogueira LRM 81 12 0 24 Aug 2022
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks Tuan Dinh Yuchen Zeng Ruisu Zhang Ziqian Lin Michael Gira Shashank Rajput Jy-yong Sohn Dimitris Papailiopoulos Kangwook Lee LMTD 171 140 0 14 Jun 2022
MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data Yilun Zhao Yunxiang Li Chenying Li Rui Zhang AIMat 65 107 0 03 Jun 2022
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models Da Yin Hritik Bansal Masoud Monajatipoor Liunian Harold Li Kai-Wei Chang 97 30 0 24 May 2022
Arithmetic-Based Pretraining -- Improving Numeracy of Pretrained Language Models Dominic Petrak N. Moosavi Iryna Gurevych AIMat 33 2 0 13 May 2022
Improving Downstream Task Performance by Treating Numbers as Entities Dhanasekar Sundararaman Vivek Subramanian Guoyin Wang Liyan Xu Lawrence Carin 50 5 0 07 May 2022
Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks Ruixiang Cui Daniel Hershcovich Anders Søgaard 87 13 0 22 Apr 2022
mGPT: Few-Shot Learners Go Multilingual Oleh Shliazhko Alena Fenogenova Maria Tikhonova Vladislav Mikhailov Anastasia Kozlova Tatiana Shavrina 116 155 0 15 Apr 2022
Things not Written in Text: Exploring Spatial Commonsense from Visual Signals Xiao Liu Da Yin Yansong Feng Dongyan Zhao LRM 80 46 0 15 Mar 2022
FiNER: Financial Numeric Entity Recognition for XBRL Tagging Lefteris Loukas Manos Fergadiotis Ilias Chalkidis Eirini Spyropoulou Prodromos Malakasiotis Ion Androutsopoulos George Giannakopoulos 81 61 0 12 Mar 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 284 2,479 0 08 Feb 2022
Transformers and the representation of biomedical background knowledge Oskar Wysocki Zili Zhou Paul O'Regan D. Ferreira Magdalena Wysocka Dónal Landers Idiap Research Institute MedIm 80 14 0 04 Feb 2022
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-task Financial Forecasting Linyi Yang Jiazheng Li Ruihai Dong Yue Zhang Barry Smyth AI4TS 40 39 0 05 Jan 2022
Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context Daniel M. Spokoyny Ivan Lee Zhao Jin Taylor Berg-Kirkpatrick 61 8 0 16 Dec 2021
Injecting Numerical Reasoning Skills into Knowledge Base Question Answering Models Yu Feng Jing Zhang Yanling Wang Lemao Liu Cuiping Li Hong Chen AIMat 54 5 0 12 Dec 2021