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Large Language Models

9,153 papers

Papers per year

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Papers

VRCP: Vocabulary Replacement Continued Pretraining for Efficient Multilingual Language Models COLING 2025
ArabicSense: A Benchmark for Evaluating Commonsense Reasoning in Arabic with Large Language Models COLING 2025
Web-Based Corpus Compilation of the Emirati Arabic Dialect COLING 2025
Evaluating Calibration of Arabic Pre-trained Language Models on Dialectal Text COLING 2025
Empirical Evaluation of Pre-trained Language Models for Summarizing Moroccan Darija News Articles COLING 2025
Semantic Masking in a Needle-in-a-haystack Test for Evaluating Large Language Model Long-Text Capabilities COLING 2025
HKCanto-Eval: A Benchmark for Evaluating Cantonese Language Understanding and Cultural Comprehension in LLMs CONLL 2025
Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks CONLL 2025
Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review CONLL 2025
Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation Approach CONLL 2025
Evidence of Generative Syntax in LLMs CONLL 2025
Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants CONLL 2025
BabyLM’s First Words: Word Segmentation as a Phonological Probing Task CONLL 2025
GCG-Based Artificial Languages for Evaluating Inductive Biases of Neural Language Models CONLL 2025
Human-likeness of LLMs in the Mental Lexicon CONLL 2025
Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment CVPR 2025
Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices CVPR 2025
PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset CVPR 2025
Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation CVPR 2025
Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models CVPR 2025
The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation CVPR 2025
TANGO: Training-free Embodied AI Agents for Open-world Tasks CVPR 2025
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025
Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization CVPR 2025
DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding CVPR 2025