Meta COCONUT: Latent Space Reasoning with Large Language ModelsAnalysis of the Research Paper: “Training Large Language Models to Reason in a Continuous Latent Space”. This paper presents a significant…1d ago1d ago
Auto-RAG: Enhancing Retrieval-Augmented Generation with Autonomous Iterative Reasoning and…tl;dr1d ago1d ago
ALAMA: Advancing Adaptive Mechanism Activation in Language Agents through Self-ExplorationThe paper “Towards Adaptive Mechanism Activation in Language Agent”, introduces Adaptive Language Agent Mechanism Activation Learning with…1d ago1d ago
Meta Llama 3.3: Redefining Multilingual AI with Compact Efficiency and Extended Capabilitiestl;dr3d ago3d ago
The MALT Framework: Collaborative Multi-Agent Training for Enhancing LLM ReasoningThe research paper “MALT: Improving Reasoning with Multi-Agent LLM Training” introduces a novel framework to enhance the reasoning…4d ago4d ago
WiS Platform: A Game-Based Framework for Evaluating Multi-Agent Systems with Large Language ModelsThe research paper, “WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis,” introduces a novel…5d ago5d ago
[Multi-Agent Framework] DrugAgent: Automating AI-Driven Drug Discovery Programming with…Research Summary for “DrugAgent — Automating AI-aided Drug Discovery Programming”. The research introduces DrugAgent, a multi-agent…6d ago6d ago
StarAttention: A Scalable and Efficient Solution for Long-Sequence Inference in Large Language…The research paper “Star Attention: Efficient LLM Inference over Long Sequences” introduces a novel algorithm, Star Attention, designed to…Dec 3Dec 3
HiAR-ICL: Redefining In-Context Learning with Automated High-Level Reasoning via Monte Carlo Tree…HiAR-ICL: Redefining In-Context Learning with Automated High-Level Reasoning via Monte Carlo Tree SearchDec 1Dec 1
[LLM-Brained GUI Agents] A Survey: Revolutionizing Human-Computer InteractionThe survey paper “Large Language Model Brained GUI Agents: A Survey” explores the integration of Large Language Models (LLMs) in automating…Nov 30Nov 30