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Large Language Models

2678 directly classified papers

Papers per year

Papers

TombRaider: Entering the Vault of History to Jailbreak Large Language Models EMNLP 2025
UnitCoder: Scalable Code Synthesis from Pre-training Corpora EMNLP 2025
RCScore: Quantifying Response Consistency in Large Language Models EMNLP 2025
A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection EMNLP 2025
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain EMNLP 2025
Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification EMNLP 2025
PSET: a Phonetics-Semantics Evaluation Testbed EMNLP 2025
Avoidance Decoding for Diverse Multi-Branch Story Generation EMNLP 2025
ToDi: Token-wise Distillation via Fine-Grained Divergence Control EMNLP 2025
SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation EMNLP 2025
CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025
Knowledge Editing through Chain-of-Thought EMNLP 2025
SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation EMNLP 2025
Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls EMNLP 2025
Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster EMNLP 2025
Gamma-Guard: Lightweight Residual Adapters for Robust Guardrails in Large Language Models EMNLP 2025
Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning EMNLP 2025
DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning EMNLP 2025
DisLoRA: Task-specific Low-Rank Adaptation via Orthogonal Basis from Singular Value Decomposition EMNLP 2025
Textual Aesthetics in Large Language Models EMNLP 2025
Teaching Your Models to Understand Code via Focal Preference Alignment EMNLP 2025
MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval EMNLP 2025
Towards Optimal Evaluation Efficiency for Large Language Models EMNLP 2025
Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models EMNLP 2025
Understanding Reference Policies in Direct Preference Optimization NAACL 2025