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Large Language Models

7,668 papers

Papers per year

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Papers

CAPE: Context-Aware Personality Evaluation Framework for Large Language Models EMNLP 2025
Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering EMNLP 2025
“Where Does This Strange Smell Come from?”: Enabling Conversational Interfaces for Artificial Olfaction EMNLP 2025
LightRAG: Simple and Fast Retrieval-Augmented Generation EMNLP 2025
ISACL: Internal State Analyzer for Copyrighted Training Data Leakage EMNLP 2025
Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall EMNLP 2025
Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation EMNLP 2025
Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing EMNLP 2025
RLMEval: Evaluating Research-Level Neural Theorem Proving EMNLP 2025
KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA EMNLP 2025
STEAM: A Semantic-Level Knowledge Editing Framework for Large Language Models EMNLP 2025
SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models EMNLP 2025
How Reliable is Multilingual LLM-as-a-Judge? EMNLP 2025
Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation EMNLP 2025
Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in LLMs EMNLP 2025
INDOORWORLD : Integrating Physical Task Solving and Social Simulation in A Heterogeneous Multi-Agent Environment EMNLP 2025
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant EMNLP 2025
Are Economists Always More Introverted? Analyzing Consistency in Persona-Assigned LLMs EMNLP 2025
On the Effectiveness of Prompt-Moderated LLMs for Math Tutoring at the Tertiary Level EMNLP 2025
Acquiescence Bias in Large Language Models EMNLP 2025
An Improved, Strong Baseline for Pre-Trained Large Language Models as Task-Oriented Dialogue Systems EMNLP 2025
FaMTEB: Massive Text Embedding Benchmark in Persian Language EMNLP 2025
Structure Trumps Size: Rethinking Data Quality for LLM Reasoning EMNLP 2025
Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical KV Equalization EMNLP 2025
Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond EMNLP 2025