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Large Language Models

9067 directly classified papers

Papers per year

Papers

EgoLM: Multi-Modal Language Model of Egocentric Motions CVPR 2025
DHP Benchmark: Are LLMs Good NLG Evaluators? NAACL 2025
Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model CVPR 2025
BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models ACL 2025
PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models CVPR 2025
Behavior-SD: Behaviorally Aware Spoken Dialogue Generation with Large Language Models NAACL 2025
Biodiversity ambition analysis with Large Language Models ACL 2025
Eliciting Critical Reasoning in Retrieval-Augmented Generation via Contrastive Explanations NAACL 2025
Entropy-Based Decoding for Retrieval-Augmented Large Language Models NAACL 2025
Quaff: Quantized Parameter-Efficient Fine-Tuning under Outlier Spatial Stability Hypothesis ACL 2025
ATP-LLaVA: Adaptive Token Pruning for Large Vision Language Models CVPR 2025
DIRAS: Efficient LLM Annotation of Document Relevance for Retrieval Augmented Generation NAACL 2025
AdvisorQA: Towards Helpful and Harmless Advice-seeking Question Answering with Collective Intelligence NAACL 2025
Hybrid-Level Instruction Injection for Video Token Compression in Multi-modal Large Language Models CVPR 2025
A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization NAACL 2025
Making Language Models Robust Against Negation NAACL 2025
Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning CVPR 2025
VidHalluc: Evaluating Temporal Hallucinations in Multimodal Large Language Models for Video Understanding 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
LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos CVPR 2025
Improving and Assessing the Fidelity of Large Language Models Alignment to Online Communities NAACL 2025
LLM-driven Multimodal and Multi-Identity Listening Head Generation CVPR 2025
From Allies to Adversaries: Manipulating LLM Tool-Calling through Adversarial Injection NAACL 2025
ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large Language Models CVPR 2025