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Large Language Models

9067 directly classified papers

Papers per year

Papers

VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models AAAI 2026

LongT2IBench: A Benchmark for Evaluating Long Text-to-Image Generation with Graph-structured Annotations AAAI 2026

Evaluating the Factuality of Large Language Models Using Multiple Plug-and-Play Fact Sources AAAI 2026

MME-SCI: A Comprehensive and Challenging Science Benchmark for Multimodal Large Language Models AAAI 2026

VaccineRAG: Boosting Multimodal Large Language Models’ Immunity to Harmful RAG Samples AAAI 2026

Manipulation Intention Understanding for Zero-Shot Composed Image Retrieval AAAI 2026

RadarLLM: Empowering Large Language Models to Understand Human Motion from Millimeter-wave Point Cloud Sequence AAAI 2026

Persistent Instability in LLM’s Personality Measurements: Effects of Scale, Reasoning, and Conversation History AAAI 2026

CrossVid: A Comprehensive Benchmark for Evaluating Cross-Video Reasoning in Multimodal Large Language Models AAAI 2026

TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment AAAI 2026

IPFormer: Instance Prompt-guided Transformer for Multi-modal Multi-shot Video Understanding AAAI 2026

Flora: Effortless Context Construction to Arbitrary Length and Scale AAAI 2026

O3SLM: Open Weight, Open Data, and Open Vocabulary Sketch-Language Model AAAI 2026

TAPO: Dynamic Teacher and Perturbed Answer Injection for Policy Optimization AAAI 2026

ExPairT-LLM: Exact Learning for LLM Code Selection by Pairwise Queries AAAI 2026

TAdaRAG: Task Adaptive Retrieval-Augmented Generation via On-the-Fly Knowledge Graph Construction AAAI 2026

An LLM-based Quantitative Framework for Evaluating High-Stealthy Backdoor Risks in OSS Supply Chains AAAI 2026

MicLog: Towards Accurate and Efficient LLM-based Log Parsing via Progressive Meta In-Context Learning AAAI 2026

AMS-IO-Bench and AMS-IO-Agent: Benchmarking and Structured Reasoning for Analog and Mixed-Signal Integrated Circuit Input/Output Design AAAI 2026

Hypothesis-Driven Reasoning for Large Language Models AAAI 2026

Is Symbolic Music a Specific Language? Exploring Inspiration-to-Structure Machine Composition via LLMs AAAI 2026

OmniBench: A Comprehensive Benchmark Integrating Real-World, Time-sensitive, and Multi-Hop Questions with a Multi-Dimensional Hybrid Evaluation Framework AAAI 2026

Cognitive Enhancement Chain-of-Thought Towards Enhancing Style Learning and Content Preservation for Long Style Transfer AAAI 2026

Enhancing Retrieval-Augmented Large Vision Language Models via Knowledge Conflict Mitigation AAAI 2026

Think-J: Learning to Think for Generative LLM-as-a-Judge AAAI 2026