Image de couverture de livre

LLMs' Understanding of Natural Language Revealed

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteur principal:	Saba, Walid S.
Format:	Preprint
Publié:	2024
Sujets:	Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Reinterpreting 'the Company a Word Keeps': Towards Explainable and Ontologically Grounded Language Models
par: Saba, Walid S.
Publié: (2024)

Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented Generation
par: Saba, Walid, et autres
Publié: (2024)

Semantic Mastery: Enhancing LLMs with Advanced Natural Language Understanding
par: Hariharan, Mohanakrishnan
Publié: (2025)

Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis
par: Yuan, Lin, et autres
Publié: (2025)

Guided Code Generation with LLMs: A Multi-Agent Framework for Complex Code Tasks
par: Almorsi, Amr, et autres
Publié: (2025)

Natural Context Drift Undermines the Natural Language Understanding of Large Language Models
par: Wu, Yulong, et autres
Publié: (2025)

Self-Healing Software Systems: Lessons from Nature, Powered by AI
par: Baqar, Mohammad, et autres
Publié: (2025)

Understanding and Tackling Label Errors in Individual-Level Nature Language Understanding
par: Xiao, Yunpeng, et autres
Publié: (2025)

Toward Revealing Nuanced Biases in Medical LLMs
par: Adiba, Farzana Islam, et autres
Publié: (2025)

Political Events using RAG with LLMs
par: Arslan, Muhammad, et autres
Publié: (2025)

Cognitive Neural Architecture Search Reveals Hierarchical Entailment
par: Kuhn, Lukas, et autres
Publié: (2025)

On-the-fly Denoising for Data Augmentation in Natural Language Understanding
par: Fang, Tianqing, et autres
Publié: (2022)

NATURAL PLAN: Benchmarking LLMs on Natural Language Planning
par: Zheng, Huaixiu Steven, et autres
Publié: (2024)

CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language Prompting
par: Li, Huihan, et autres
Publié: (2024)

Grounding Natural Language for Multi-agent Decision-Making with Multi-agentic LLMs
par: Huh, Dom, et autres
Publié: (2025)

The Knowledge-Reasoning Dissociation: Fundamental Limitations of LLMs in Clinical Natural Language Inference
par: Jullien, Maël, et autres
Publié: (2025)

Do Large Language Models (LLMs) Understand Chronology?
par: Wongchamcharoen, Pattaraphon Kenny, et autres
Publié: (2025)

Integrating Symbolic Natural Language Understanding and Language Models for Word Sense Disambiguation
par: Zhao, Kexin, et autres
Publié: (2025)

Understanding Network Behaviors through Natural Language Question-Answering
par: Xing, Mingzhe, et autres
Publié: (2025)

Bridging Natural Language and ASP: A Hybrid Approach Using LLMs and AMR Parsing
par: Hite, Connar, et autres
Publié: (2025)

Reasoning in a Combinatorial and Constrained World: Benchmarking LLMs on Natural-Language Combinatorial Optimization
par: Jiang, Xia, et autres
Publié: (2026)

Intent2Tx: Benchmarking LLMs for Translating Natural Language Intents into Ethereum Transactions
par: Pan, Zhuoran, et autres
Publié: (2026)

Understanding Syllogistic Reasoning in LLMs from Formal and Natural Language Perspectives
par: Poddar, Aheli, et autres
Publié: (2025)

Quantization-Aware and Tensor-Compressed Training of Transformers for Natural Language Understanding
par: Yang, Zi, et autres
Publié: (2023)

Grammar-Forced Translation of Natural Language to Temporal Logic using LLMs
par: English, William, et autres
Publié: (2025)

POPI: Personalizing LLMs via Optimized Natural Language Preference Inference
par: Chen, Yizhuo, et autres
Publié: (2025)

General vs Domain-Specific CNNs: Understanding Pretraining Effects on Brain MRI Tumor Classification
par: Abedini, Helia, et autres
Publié: (2025)

Mind the Inconspicuous: Revealing the Hidden Weakness in Aligned LLMs' Refusal Boundaries
par: Yu, Jiahao, et autres
Publié: (2024)

Advancements in Natural Language Processing: Exploring Transformer-Based Architectures for Text Understanding
par: Wu, Tianhao, et autres
Publié: (2025)

Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
par: Chen, Weize, et autres
Publié: (2024)

LLMs for Mathematical Modeling: Towards Bridging the Gap between Natural and Mathematical Languages
par: Huang, Xuhan, et autres
Publié: (2024)

Uncovering Systematic Failures of LLMs in Verifying Code Against Natural Language Specifications
par: Jin, Haolin, et autres
Publié: (2025)

ViCLSR: A Supervised Contrastive Learning Framework with Natural Language Inference for Natural Language Understanding Tasks
par: Van Huynh, Tin, et autres
Publié: (2026)

Just Ask: Curious Code Agents Reveal System Prompts in Frontier LLMs
par: Zheng, Xiang, et autres
Publié: (2026)

Impact of LLMs news Sentiment Analysis on Stock Price Movement Prediction
par: Siala, Walid, et autres
Publié: (2026)

KG-MAS: Knowledge Graph-Enhanced Multi-Agent Infrastructure for coupling physical and digital robotic environments
par: Abdela, Walid
Publié: (2025)

FlowMind: Automatic Workflow Generation with LLMs
par: Zeng, Zhen, et autres
Publié: (2024)

ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion
par: Wu, Shangyu, et autres
Publié: (2024)

Evaluating Multilingual and Code-Switched Alignment in LLMs via Synthetic Natural Language Inference
par: Abdaljalil, Samir, et autres
Publié: (2025)

Rethinking Prospect Theory for LLMs: Revealing the Instability of Decision-Making under Epistemic Uncertainty
par: Wang, Rui, et autres
Publié: (2025)