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Large Language Models

7,668 papers

Papers per year

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Papers

Dynamic Evaluation for Oversensitivity in LLMs EMNLP 2025
Self-Correcting Code Generation Using Small Language Models EMNLP 2025
ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework EMNLP 2025
DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization EMNLP 2025
Safety in Large Reasoning Models: A Survey EMNLP 2025
ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs EMNLP 2025
LexTime: A Benchmark for Temporal Ordering of Legal Events EMNLP 2025
When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning EMNLP 2025
How Well Can Reasoning Models Identify and Recover from Unhelpful Thoughts? EMNLP 2025
VeriFastScore: Speeding up long-form factuality evaluation 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