🧠 Large Language Models (LLMs) - pleto · Scour

TrustMargin: Training-Free Arbitration between Parametric Memory and Retrieved Evidence in Large Language Models

🔍Retrieval-augmented generation Academic

When Roleplaying, Do Models Believe What They Say?

✨Model optimizations in LLMs Academic

Customer-Agent: Overcoming Context Limitations in Ultra-Long Shopping Trajectories via Tool-Augmented Agents and RLVR

🤖Agents using LLMs Academic

GuardNet: Ensemble Strategies of Shallow Neural Networks for Robust Prompt Injection and Jailbreak Detection

📊AI Performance Profiling Academic

A Unifying Lens on Reward Uncertainty in RLHF

✨Model optimizations in LLMs Academic

Quantifying Subliminal Behavioral Transfer Ratios in Language Model Distillation

✨Model optimizations in LLMs Academic

Does Topic Sentiment Cause Perceived Ideology? Comparing Human and LLM Annotations in Political News Articles

✨Model optimizations in LLMs Academic

TICoder: A Repository-Level Code Generation Framework with Test-Driven Planning and Implementation-Aware Reuse

🔍Retrieval-augmented generation Academic

What Do People Actually Want From AI? Mapping Preference Plurality

📊AI Performance Profiling Academic

nD-RoPE: A Generalized RoPE for n-Dimensional Position Embedding

🔢Quantization of LLMs Academic

End-to-End Context Compression at Scale

🔧Systems-level optimizations for LLM serving Academic

When Vision Misleads, Let Location Speak: A Worldwide Image Geo-Localization Method via Location Attention Mechanism and Large Multimodal Models

🔍Retrieval-augmented generation Academic

Synthetic Contrastive Reasoning for Multi-Table Q&A

🔍Retrieval-augmented generation Academic

What Should Agents Say? Action-state Communication for Efficient Multi-Agent Systems

🤖Agents using LLMs Academic

APEX4: Efficient Pure W4A4 LLM Inference via Intra-SM Compute Rebalancing

🔧Systems-level optimizations for LLM serving Academic

SpectrumKV: Per-Token Mixed-Precision KV Cache Transfer for Prefill-Decode Disaggregated LLM Serving

🔧Systems-level optimizations for LLM serving Academic

From Self to Other: Evaluating Demographic Perspective-Taking in LLM Hate Speech Annotation

✨Model optimizations in LLMs Academic

GRPO Does Not Close the Multi-Agent Coordination Gap

🤖Agents using LLMs Academic

Evidence Graph Consistency in Retrieval-Augmented Generation: A Model-Dependent Analysis of Hallucination Detection

🔍Retrieval-augmented generation Academic

Time-Series Foundation Model Embeddings for Remaining Useful Life Estimation

⚡Real-time AI Systems Academic

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