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Large Language Models

6405 directly classified papers

Papers per year

Papers

Automating Alternative Generation in Decision-Making EMNLP 2025
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions EMNLP 2025
Can Large Language Models Personalize Dialogues to Generational Styles? EMNLP 2025
Toward Optimal LLM Alignments Using Two-Player Games EMNLP 2025
ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning EMNLP 2025
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025
Safety in Large Reasoning Models: A Survey EMNLP 2025
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations EMNLP 2025
Catch Me If You Can? Not Yet: LLMs Still Struggle to Imitate the Implicit Writing Styles of Everyday Authors EMNLP 2025
Recognizing Limits: Investigating Infeasibility in Large Language Models EMNLP 2025
HighMATH: Evaluating Math Reasoning of Large Language Models in Breadth and Depth EMNLP 2025
CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling EMNLP 2025
NIM: Neuro-symbolic Ideographic Metalanguage for Inclusive Communication EMNLP 2025
ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models EMNLP 2025
Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models EMNLP 2025
LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability EMNLP 2025
XL-Suite: Cross-Lingual Synthetic Training and Evaluation Data for Open-Ended Generation EMNLP 2025
Accelerating LLM Reasoning via Early Rejection with Partial Reward Modeling EMNLP 2025
CultureSynth: A Hierarchical Taxonomy-Guided and Retrieval-Augmented Framework for Cultural Question-Answer Synthesis EMNLP 2025
Text or Pixels? Evaluating Efficiency and Understanding of LLMs with Visual Text Inputs EMNLP 2025
Assessing Socio-Cultural Alignment and Technical Safety of Sovereign LLMs EMNLP 2025
Sample Efficient Alignment Learning With Episodic Control EMNLP 2025
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