Large Language Models Lack Understanding of Character Composition of
Words

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Large Language Models Lack Understanding of Character Composition of Words

18 May 2024

Kunitake Kaneko

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Papers citing "Large Language Models Lack Understanding of Character Composition of Words"

16 / 16 papers shown

Title
StringLLM: Understanding the String Processing Capability of Large Language Models Xilong Wang Hao Fu Jindong Wang Neil Zhenqiang Gong 160 0 0 28 Jan 2025
Enhancing Character-Level Understanding in LLMs through Token Internal Structure Learning Zhu Xu Zhiqiang Zhao Zihan Zhang Yuchi Liu Quanwei Shen Fei Liu Yu Kuang Jian He Conglin Liu 154 2 0 26 Nov 2024
Aligning Generalisation Between Humans and Machines Filip Ilievski Barbara Hammer F. V. Harmelen Benjamin Paassen S. Saralajew ... Vered Shwartz Gabriella Skitalinskaya Clemens Stachl Gido M. van de Ven T. Villmann 286 1 0 23 Nov 2024
LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems Nan Xu Xuezhe Ma LRM 145 5 0 18 Oct 2024
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning Nan Xu Fei Wang Sheng Zhang Hoifung Poon Muhao Chen 114 7 0 01 Jul 2024
Large Language Models for Simultaneous Named Entity Extraction and Spelling Correction Edward Whittaker I. Kitagishi 73 4 0 01 Mar 2024
Language models are not naysayers: An analysis of language models on negation benchmarks Thinh Hung Truong Timothy Baldwin Karin Verspoor Trevor Cohn 116 60 0 14 Jun 2023
LMentry: A Language Model Benchmark of Elementary Language Tasks Avia Efrat Or Honovich Omer Levy 102 20 0 03 Nov 2022
SVTR: Scene Text Recognition with a Single Visual Model Yongkun Du Zhineng Chen Caiyan Jia Xiaoyue Yin Tianlun Zheng Chenxia Li Yuning Du Yu-Gang Jiang 80 176 0 30 Apr 2022
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 279 2,326 0 02 May 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,201 0 20 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 233 11,565 0 15 Feb 2018
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 234 9,986 0 15 Jul 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 164 193 0 10 Jul 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 238 7,760 0 31 Aug 2015
Character-Aware Neural Language Models Yoon Kim Yacine Jernite David Sontag Alexander M. Rush 111 1,670 0 26 Aug 2015

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