Open2

LLM重要事項メモ

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  • GraphRAG Methods
  • LLMs for Tabular Data
  • Automated Agentic Systems
  • Enhancing Robustness in LLMs
  • Controllable Text Generation for LLMs
  • LLM Pruning and Distillation in Practice
  • rStar
  • HybirdRAG
  • LongWriter
  • EfficientRAG
  • RAGChecker
  • The AI Scientist
  • SAM 2
  • RAGEval
  • Survey of Mamba
  • Transformer Explainer
  • Self-Taught Evaluators
  • Conversational Prompt Engineering
    • MindSearch
  • Refusal in LLMs
  • Constrained-CoT
  • Meta-Rewarding LLMs
  • Evaluating Persona Agents
  • Improved RAG with Self-Reasoning
  • LazyLLM
  • Llama 3.1
  • OpenDevin
  • AlphaProof
  • Text-to-SQL Survey
  • RAG vs. Long-Context LLMs
  • SpreadsheetLLM
  • Weak-to-Strong Reasoning
  • Improving LLM Output Legibility
  • Distilling System 2 into System 1
  • A Survey of Prompt Engineering in LLMs
  • Context Embeddings improves RAG Efficiency
  • RankRAG
  • RouteLLM
  • FlashAttention-3
  • Internet of Agents
  • Learning at Test Time
  • Mixture of A Million Experts
  • APIGen
  • CriticGPT
  • Agentless
  • LLM See, LLM Do
  • Scaling Synthetic Data Creation
  • Searching for Best Practices in RAG
  • ESM3
  • Gemma 2
  • Adam-mini
  • GraphReader
  • LLM Compiler
  • Enhancing RAG with Long-Context LLMs
  • TextGrad
  • PlanRAG
  • Claude 3.5 Sonnet
  • DeepSeek-Coder-V2
  • Mitigating Memorization in LLMs
  • Tree Search for Language Model Agents
  • SelfGoal
  • Mixture-of-Agents
  • Nemotron-4 340B
  • Self-Tuning with LLMs
  • Mixture of Memory Experts
  • Multimodal Table Understanding
  • NLLB
  • Mamba-2
  • AgentGym
  • MatMul-free LLMs
  • Buffer of Thoughts
  • SimPO
  • GNN-RAG
  • Attention as an RNN
  • Abacus Embeddings
  • Symbolic Chain-of-Thought
  • Contextual Position Encoding
  • Guide for Evaluating LLMs
  • Efficient Multimodal LLMs
  • Scientific Applications of LLMs
  • Enhancing Answer Selection in LLMs
  • Claude 3 Sonnet Interpretable Features
  • Agent Planning with World Knowledge Model
  • Veo
  • GPT-4o
  • Chameleon
  • RLHF Workflow
  • Gemini 1.5 Flash
  • Fine-tuning and Hallucinations
  • xLSTM
  • DrEureka
  • AlphaFold 3
  • DeepSeek-V2
  • Consistency LLMs
  • AlphaMath Almost Zero
  • Med-Gemini
  • When to Retrieve?
  • Kolmogorov-Arnold Networks
  • Multimodal LLM Hallucinations
  • Self-Play Preference Optimization
  • In-Context Learning with Long-Context Models
  • Phi-3
  • OpenELM
  • AutoCrawler
  • Self-Evolution of LLMs
  • AI-powered Gene Editors
  • Make Your LLM Fully Utilize the Context
  • Llama 3
  • Mixtral 8x22B
  • A Survey on RAG
  • How Faithful are RAG Models?
  • Emerging AI Agent Architectures
  • Chinchilla Scaling: A replication attempt
  • CodeGemma
  • Infini-Transformer
  • Overview of Multilingual LLMs
  • LM-Guided Chain-of-Thought
  • The Physics of Language Models
  • Best Practices and Lessons on Synthetic Data
  • SWE-Agent
  • Mixture-of-Depths
  • Many-shot Jailbreaking
  • Visualization-of-Thought
  • Advancing LLM Reasoning
  • Representation Finetuning for LMs
  • Extracting Concepts from GPT-4
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  • DBRX
  • Grok-1.5
  • LLM2LLM
  • Mini-Gemini
  • Agent Lumos
  • Long-form factuality in LLMs
  • Grok-1
  • TacticAI
  • Agent-FLAN
  • LLM4Decompile
  • Evolutionary Model Merge
  • Retrieval-Augmented Fine-Tuning
  • SIMA
  • Multimodal LLM Pre-training
  • Knowledge Conflicts for LLMs
  • Retrieval Augmented Thoughts
  • LLMs Predict Neuroscience Results
  • LMs Can Teach Themselves to Think Before Speaking
  • Claude 3
    • KnowAgent
    • LLM for Law
    • Design2Code
    • RAG Enhancements Overview
    • Robust Evaluation of Reasoning
  • Genie
  • LearnAct
  • Mistral Large
  • Dataset for LLMs
  • The Era of 1-bit LLMs
  • LLMs on Tabular Data
  • LoRA+
  • Gemma
  • Stable Diffusion 3
  • OpenCodeInterpreter
  • Revisiting REINFORCE in RLHF
  • CoT Reasoning without Prompting
  • Sora
  • Gemini 1.5
  • OS-Copilot
  • TestGen-LLM
  • Large World Model
  • LLM Agents can Hack
  • ALOHA 2
  • DeepSeekMath 7B
  • Self-Reflective Agents
  • LLMs for Table Processing
  • Indirect Reasoning with LLMs
  • Grandmaster-Level Chess Without Search
  • OLMo
  • SliceGPT
  • MoE-LLaVA
  • Corrective RAG
  • Advances in Multimodal LLMs
  • LLMs for Mathematical Reasoning
  • WARM
  • Medusa
  • AgentBoard
  • MambaByte
  • Knowledge Fusion of LLMs
  • Resource-efficient LLMs & Multimodal Models
  • AlphaCodium
  • AlphaGeometry
  • RAG vs. Finetuning
  • Self-Rewarding Models
  • Overview of LLMs for Evaluation
  • Tuning Language Models by Proxy
  • InseRF
  • Sleeper Agent
  • Blending Is All You Need
  • Jailbreaking Aligned LLMs
  • From LLM to Conversational Agents
  • Prompting LLMs for Table Understanding
  • DocLLM
  • Mobile ALOHA
  • Self-Play Fine-tuning
  • Fast Inference of MoE
  • LLM Augmented LLMs
  • Mitigating Hallucination in LLMs

2024/01/01