Adaptive Multi-Agent Response Refinement in Conversational Systems Paper • 2511.08319 • Published 1 day ago • 31
LUT-LLM: Efficient Large Language Model Inference with Memory-based Computations on FPGAs Paper • 2511.06174 • Published 4 days ago • 2
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs Paper • 2510.07499 • Published Oct 8 • 48
Cache-to-Cache: Direct Semantic Communication Between Large Language Models Paper • 2510.03215 • Published Oct 3 • 96
EpiCache: Episodic KV Cache Management for Long Conversational Question Answering Paper • 2509.17396 • Published Sep 22 • 19
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning Paper • 2504.17192 • Published Apr 24 • 120
Autellix: An Efficient Serving Engine for LLM Agents as General Programs Paper • 2502.13965 • Published Feb 19 • 19
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding Paper • 2502.05609 • Published Feb 8 • 19
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding Paper • 2502.05609 • Published Feb 8 • 19
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding Paper • 2502.05609 • Published Feb 8 • 19 • 3
Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations Paper • 2404.13948 • Published Apr 22, 2024 • 2
Test-Time Self-Adaptive Small Language Models for Question Answering Paper • 2310.13307 • Published Oct 20, 2023
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker Paper • 2305.13729 • Published May 23, 2023 • 1
Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering Paper • 2310.17490 • Published Oct 26, 2023
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation Paper • 2203.07735 • Published Mar 15, 2022
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity Paper • 2403.14403 • Published Mar 21, 2024 • 7