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"

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Title
Prompt-Based One-Shot Exact Length-Controlled Generation with LLMs Juncheng Xie Hung-yi Lee 88 0 0 19 Aug 2025
CharBench: Evaluating the Role of Tokenization in Character-Level Tasks Omri Uzan Yuval Pinter 148 1 0 04 Aug 2025
StochasTok: Improving Fine-Grained Subword Understanding in LLMs Anya Sims Thom Foster Klara Kaleb Tuan-Duy H. Nguyen Joseph Lee Jakob N. Foerster Yee Whye Teh Cong Lu 306 2 0 02 Jun 2025
The Strawberry Problem: Emergence of Character-level Understanding in Tokenized Language Models Adrian Cosma Stefan Ruseti Emilian Radoi Mihai Dascalu LRM 370 4 0 20 May 2025
Subword models struggle with word learning, but surprisal hides itAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Bastian Bunzeck Sina Zarrieß 163 4 0 18 Feb 2025
StringLLM: Understanding the String Processing Capability of Large Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Xilong Wang Hao Fu Yongfeng Zhang Neil Zhenqiang Gong 414 0 0 28 Jan 2025
Enhancing Character-Level Understanding in LLMs through Token Internal Structure LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Zhu Xu Zhiqiang Zhao Zihan Zhang Yuchi Liu Quanwei Shen Fei Liu Yu Kuang Jian He Conglin Liu 432 3 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 649 2 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 336 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 285 9 0 01 Jul 2024