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Discover the best community collections!

Collections including paper arxiv:2505.01441

Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning

Paper • 2505.01441 • Published 11 days ago • 31
LLMs are Greedy Agents: Effects of RL Fine-tuning on Decision-Making Abilities

Paper • 2504.16078 • Published 17 days ago • 20
Emergent Agentic Transformer from Chain of Hindsight Experience

Paper • 2305.16554 • Published May 26, 2023
DiaTool-DPO: Multi-Turn Direct Preference Optimization for Tool-Augmented Large Language Models

Paper • 2504.02882 • Published Apr 2 • 6

Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning

Paper • 2505.01441 • Published 11 days ago • 31
NEMOTRON-CROSSTHINK: Scaling Self-Learning beyond Math Reasoning

Paper • 2504.13941 • Published 24 days ago • 10

Embedding Model

nvidia/NV-Embed-v2

Feature Extraction • Updated Feb 23 • 34.8k • 426
BAAI/bge-small-en-v1.5

Feature Extraction • Updated Feb 22, 2024 • 3.81M • • 317
Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning

Paper • 2505.01441 • Published 11 days ago • 31

microsoft/bitnet-b1.58-2B-4T

Text Generation • Updated 9 days ago • 85.5k • 951
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

Paper • 2504.10449 • Published 25 days ago • 11
nvidia/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct

Text Generation • Updated 23 days ago • 1.43k • 15
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published 24 days ago • 60

about 23 hours ago

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2 • 10
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning

Paper • 2504.08837 • Published 29 days ago • 42
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model

Paper • 2504.10068 • Published 25 days ago • 30
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations

Paper • 2504.10481 • Published 25 days ago • 84

JudgeLRM: Large Reasoning Models as a Judge

Paper • 2504.00050 • Published Mar 31 • 60
RM-R1: Reward Modeling as Reasoning

Paper • 2505.02387 • Published 5 days ago • 63
Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning

Paper • 2505.01441 • Published 11 days ago • 31
Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning

Paper • 2505.03318 • Published 3 days ago • 81

PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC

Paper • 2502.14282 • Published Feb 20 • 20
PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving

Paper • 2502.16111 • Published Feb 22 • 9
Agent models: Internalizing Chain-of-Action Generation into Reasoning models

Paper • 2503.06580 • Published Mar 9 • 17
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

Paper • 2308.08155 • Published Aug 16, 2023 • 8

A Comparative Study on Automatic Coding of Medical Letters with Explainability

Paper • 2407.13638 • Published Jul 18, 2024 • 5
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence

Paper • 2407.07061 • Published Jul 9, 2024 • 28
AgentInstruct: Toward Generative Teaching with Agentic Flows

Paper • 2407.03502 • Published Jul 3, 2024 • 51
Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions

Paper • 2407.06723 • Published Jul 9, 2024 • 11

about 18 hours ago

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

Paper • 2402.15506 • Published Feb 23, 2024 • 16
AutoWebGLM: Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent

Paper • 2404.03648 • Published Apr 4, 2024 • 29
Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts

Paper • 2405.19893 • Published May 30, 2024 • 32
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable

Paper • 2405.19888 • Published May 30, 2024 • 7

Large Language Model Alignment: A Survey

Paper • 2309.15025 • Published Sep 26, 2023 • 2
Aligning Large Language Models with Human: A Survey

Paper • 2307.12966 • Published Jul 24, 2023 • 1
Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Paper • 2305.18290 • Published May 29, 2023 • 58
SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF

Paper • 2310.05344 • Published Oct 9, 2023 • 1

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