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Large Language Models

9067 directly classified papers

Papers per year

Papers

UNCERTAINTY-LINE: Length-Invariant Estimation of Uncertainty for Large Language Models EMNLP 2025
IndoSafety: Culturally Grounded Safety for LLMs in Indonesian Languages EMNLP 2025
Can Large Language Models Win the International Mathematical Games? EMNLP 2025
Knowledge Editing through Chain-of-Thought EMNLP 2025
From A and B to A+B: Can Large Language Models Solve Compositional Math Problems? EMNLP 2025
Transplant Then Regenerate: A New Paradigm for Text Data Augmentation EMNLP 2025
Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs EMNLP 2025
CBP-Tuning: Efficient Local Customization for Black-box Large Language Models EMNLP 2025
Tool Preferences in Agentic LLMs are Unreliable EMNLP 2025
MerryQuery: A Trustworthy LLM-Powered Tool Providing Personalized Support for Educators and Students AAAI 2025
An Automatic Method to Estimate Correctness of RAG COLING 2025
Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code COLING 2025
An Exploration of Knowledge Editing for Arabic EMNLP 2025
DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding CVPR 2025
Vision-Language Models Do Not Understand Negation CVPR 2025
RACAI at SemEval-2025 Task 7: Efficient adaptation of Large Language Models for Multilingual and Crosslingual Fact-Checked Claim Retrieval SEMEVAL 2025
CoSpace: Benchmarking Continuous Space Perception Ability for Vision-Language Models CVPR 2025
HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding CVPR 2025
Video Summarization with Large Language Models CVPR 2025
MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts CVPR 2025
Small Language Models Also Work With Small Vocabularies: Probing the Linguistic Abilities of Grapheme- and Phoneme-Based Baby Llamas COLING 2025
Atlas: Customizing Large Language Models for Reliable Bibliographic Retrieval and Verification IJCNLP 2025
Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment CVPR 2025
EfficientLLaVA: Generalizable Auto-Pruning for Large Vision-language Models CVPR 2025
On the Consistency of Video Large Language Models in Temporal Comprehension CVPR 2025