Image de couverture de livre

Memorization or Reasoning? Exploring the Idiom Understanding of LLMs

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Kim, Jisu, Shin, Youngwoo, Hwang, Uiji, Choi, Jihun, Xuan, Richeng, Kim, Taeuk
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models
par: Lee, Hwiyeong, et autres
Publié: (2025)

OMHBench: Benchmarking Balanced and Grounded Omni-Modal Multi-Hop Reasoning
par: Kim, Seunghee, et autres
Publié: (2025)

Analysis of Multi-Source Language Training in Cross-Lingual Transfer
par: Lim, Seong Hoon, et autres
Publié: (2024)

FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning
par: Kim, Seunghee, et autres
Publié: (2024)

RAISE: Enhancing Scientific Reasoning in LLMs via Step-by-Step Retrieval
par: Oh, Minhae, et autres
Publié: (2025)

KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking
par: Kim, Juyeon, et autres
Publié: (2025)

Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs
par: Kassem, Aly M., et autres
Publié: (2024)

Evaluating LLMs on Chinese Idiom Translation
par: Yang, Cai, et autres
Publié: (2025)

Latent Preference Modeling for Cross-Session Personalized Tool Calling
par: Yoon, Yejin, et autres
Publié: (2026)

MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation
par: Lee, Jungyeon, et autres
Publié: (2025)

Subgraph-Aware Training of Language Models for Knowledge Graph Completion Using Structure-Aware Contrastive Learning
par: Ko, Youmin, et autres
Publié: (2024)

When to Speak, When to Abstain: Contrastive Decoding with Abstention
par: Kim, Hyuhng Joon, et autres
Publié: (2024)

Understanding Verbatim Memorization in LLMs Through Circuit Discovery
par: Lasy, Ilya, et autres
Publié: (2025)

Idiom Understanding as a Tool to Measure the Dialect Gap
par: Beauchemin, David, et autres
Publié: (2025)

Hyper-CL: Conditioning Sentence Representations with Hypernetworks
par: Yoo, Young Hyun, et autres
Publié: (2024)

ADVICE: Answer-Dependent Verbalized Confidence Estimation
par: Seo, Ki Jung, et autres
Publié: (2025)

Revisiting the Impact of Pursuing Modularity for Code Generation
par: Kang, Deokyeong, et autres
Publié: (2024)

Unveiling Over-Memorization in Finetuning LLMs for Reasoning Tasks
par: Ruan, Zhiwen, et autres
Publié: (2025)

Superficial Success vs. Internal Breakdown: An Empirical Study of Generalization in Adaptive Multi-Agent Systems
par: So, Namyoung, et autres
Publié: (2026)

Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards
par: Hwang, Hyeonbin, et autres
Publié: (2024)

UniKnow: A Unified Framework for Reliable Language Model Behavior across Parametric and External Knowledge
par: Kim, Youna, et autres
Publié: (2025)

BlendX: Complex Multi-Intent Detection with Blended Patterns
par: Yoon, Yejin, et autres
Publié: (2024)

Control Token with Dense Passage Retrieval
par: Lee, Juhwan, et autres
Publié: (2024)

Strategic Data Ordering: Enhancing Large Language Model Performance through Curriculum Learning
par: Kim, Jisu, et autres
Publié: (2024)

Universal Reasoner: A Single, Composable Plug-and-Play Reasoner for Frozen LLMs
par: Kim, Jaemin, et autres
Publié: (2025)

M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation
par: Park, Jonggwon, et autres
Publié: (2024)

Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations
par: Sun, Jiaxing, et autres
Publié: (2024)

RoleConflictBench: A Benchmark of Role Conflict Scenarios for Evaluating LLMs' Contextual Sensitivity
par: Shin, Jisu, et autres
Publié: (2025)

Beyond Math: Stories as a Testbed for Memorization-Constrained Reasoning in LLMs
par: Jiang, Yuxuan, et autres
Publié: (2024)

On the Consideration of AI Openness: Can Good Intent Be Abused?
par: Kim, Yeeun, et autres
Publié: (2024)

CMMU: A Benchmark for Chinese Multi-modal Multi-type Question Understanding and Reasoning
par: He, Zheqi, et autres
Publié: (2024)

Chengyu-Bench: Benchmarking Large Language Models for Chinese Idiom Understanding and Use
par: Fu, Yicheng, et autres
Publié: (2025)

When Words Don't Mean What They Say: Figurative Understanding in Bengali Idioms
par: Sakhawat, Adib, et autres
Publié: (2026)

Memorization vs. Reasoning: Updating LLMs with New Knowledge
par: Li, Aochong Oliver, et autres
Publié: (2025)

Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs
par: Hans, Abhimanyu, et autres
Publié: (2024)

OmniACBench: A Benchmark for Evaluating Context-Grounded Acoustic Control in Omni-Modal Models
par: Kim, Seunghee, et autres
Publié: (2026)

Positional Fragility in LLMs: How Offset Effects Reshape Our Understanding of Memorization Risks
par: Xu, Yixuan, et autres
Publié: (2025)

Encoder-Free Knowledge-Graph Reasoning with LLMs via Hyperdimensional Path Retrieval
par: Liu, Yezi, et autres
Publié: (2025)

SLM-Based Agentic AI with P-C-G: Optimized for Korean Tool Use
par: Jeon, Changhyun, et autres
Publié: (2025)

Quantifying In-Context Reasoning Effects and Memorization Effects in LLMs
par: Lou, Siyu, et autres
Publié: (2024)