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Showing 326–350 of 6097 papers

TitleStatusHype
SALE : Low-bit Estimation for Efficient Sparse Attention in Long-context LLM PrefillingCode0
From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning—0
HardTests: Synthesizing High-Quality Test Cases for LLM Coding—0
Grid-LOGAT: Grid Based Local and Global Area Transcription for Video Question Answering—0
TRIDENT: Enhancing Large Language Model Safety with Tri-Dimensional Diversified Red-Teaming Data SynthesisCode0
S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Modelwith Spatio-Temporal Visual Representation—0
FABLE: A Novel Data-Flow Analysis Benchmark on Procedural Text for Large Language Model EvaluationCode0
Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling—0
Large Language Model Meets Constraint Propagation—0
Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease—0
FLAT-LLM: Fine-grained Low-rank Activation Space Transformation for Large Language Model CompressionCode0
OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task AutomationCode11
LLM Agents Should Employ Security Principles—0
Deep Retrieval at CheckThat! 2025: Identifying Scientific Papers from Implicit Social Media Mentions via Hybrid Retrieval and Re-Ranking—0
SCORPIO: Serving the Right Requests at the Right Time for Heterogeneous SLOs in LLM Inference—0
CDR-Agent: Intelligent Selection and Execution of Clinical Decision Rules Using Large Language Model AgentsCode0
Augment or Not? A Comparative Study of Pure and Augmented Large Language Model RecommendersCode0
Diversity-Aware Policy Optimization for Large Language Model Reasoning—0
Dataset Cartography for Large Language Model Alignment: Mapping and Diagnosing Preference Data—0
ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning EngineeringCode2
Revisiting Multi-Agent Debate as Test-Time Scaling: A Systematic Study of Conditional Effectiveness—0
On-Policy RL with Optimal Reward Baseline—0
Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation—0
BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM ModelCode3
SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM AgentsCode1
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