← Core AI
Artificial Intelligence › Core AI ›

Large Language Models

6405 directly classified papers

Papers per year

Papers

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
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
FrameEOL: Semantic Frame Induction using Causal Language Models EMNLP 2025
Attribution and Application of Multiple Neurons in Multimodal Large Language Models EMNLP 2025
When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA EMNLP 2025
Unraveling Misinformation Propagation in LLM Reasoning EMNLP 2025