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Large Language Models

9067 directly classified papers

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Papers

AgentODRL: A Large Language Model-based Multi-agent System for ODRL Generation AAAI 2026

Accelerating LLM Inference Throughput via Asynchronous KV Cache Prefetching AAAI 2026

TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking AAAI 2026

Talon: Breaking the Synchronization Barrier in Speculative Decoding with Hybrid Model-based and Retrieve-based Drafting AAAI 2026

AHAMask: Reliable Task Specification for Large Audio Language Models Without Instructions AAAI 2026

Large Language Models Meet Extreme Multi-label Classification: Scaling and Multi-modal Framework AAAI 2026

MoCHA: Advanced Vision-Language Reasoning with MoE Connector and Hierarchical Group Attention AAAI 2026

Revisiting the Data Sampling in Multimodal Post-training from a Difficulty-Distinguish View AAAI 2026

Next Generation Active Learning: Mixture of LLMs in the Loop AAAI 2026

Low-Rank Curvature for Zeroth-Order Optimization in LLM Fine-tuning AAAI 2026

X-SAM: From Segment Anything to Any Segmentation AAAI 2026

REACT-LLM: A Benchmark for Evaluating LLM Integration with Causal Features in Clinical Prognostic Tasks AAAI 2026

LiViBench: An Omnimodal Benchmark for Interactive Livestream Video Understanding AAAI 2026

HanjaBridge: Resolving Semantic Ambiguity in Korean LLMs via Hanja-Augmented Pre-Training AAAI 2026

Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM AAAI 2026

Harnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models AAAI 2026

MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools AAAI 2026

TaxReasoning: Benchmarking Knowledge-Intensive Mathematical Reasoning with Evolving Tax Laws AAAI 2026

On the Evaluation of Capability Estimation Methods for Large Language Models AAAI 2026

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

Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction AAAI 2026

CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records AAAI 2026

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning AAAI 2026

Do Not Merge My Model! Safeguarding Open-Source LLMs Against Unauthorized Model Merging AAAI 2026

The Silent Amplifier: In-Context Examples Fuel Bias in Large Language Models AAAI 2026