EMNLP MAIN 2025 StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization
☆81Sep 13, 2025Updated last year
Alternatives and similar repositories for StepSearch
Users that are interested in StepSearch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆143Jun 11, 2025Updated last year
- [TMLR 2026] A Searching-based Agent Model for Open-Domain Open-Ended Question Answering☆39Jun 20, 2025Updated last year
- Scaling Deep Research via Reinforcement Learning in Real-world Environments.☆803May 10, 2026Updated 5 months ago
- [ACL 2026] R-Search: Empowering LLM Reasoning with Search via Multi-Reward Reinforcement Learning☆38Aug 11, 2026Updated last month
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆5,488Nov 13, 2025Updated 10 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning & ReCall: Learning to Reason with Tool Call for LLMs via Rei…☆1,442May 16, 2025Updated last year
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning☆1,687Updated this week
- [ICLR 2026] Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn Search Agents☆154Jul 14, 2026Updated 2 months ago
- Knowledgeable Embedding: Injecting dynamically updatable entity knowledge into embeddings to enhance RAG☆15Aug 31, 2025Updated last year
- ☆398Aug 12, 2025Updated last year
- R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning☆727Aug 5, 2025Updated last year
- Code and Data for Paper "AutoTIR: Autonomous Tools Integrated Reasoning via Reinforcement Learning"☆54Sep 4, 2025Updated last year
- [NeurIPS 2024] Data exporter for SS3DM: Benchmarking Street-View Surface Reconstruction with a Synthetic 3D Mesh Dataset☆16Nov 8, 2024Updated last year
- ☆21Jul 19, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The implementation for SIGIR 2026: Learning to Retrieve from Agent Trajectories.☆64Sep 17, 2026Updated 3 weeks ago
- Beyond Basic RAG, Empowering Real-Time Deep Research☆22Sep 12, 2025Updated last year
- This repository includes the code to download the curated HuggingFace papers into a single markdown formatted file☆16Jul 26, 2024Updated 2 years ago
- [COLM’25] DeepRetrieval — 🔥 Training Search Agent by RLVR with Retrieval Outcome☆720Oct 12, 2025Updated 11 months ago
- VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection☆27May 31, 2025Updated last year
- Code and data for ACM MM '23 paper “MORE: A Multimodal Object-Entity Relation Extraction Dataset with a Benchmark Evaluation”☆30Aug 20, 2024Updated 2 years ago
- Code and data for the paper: IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Large Language Models …☆12Apr 27, 2024Updated 2 years ago
- 本项目综合运用d3、echarts来完成可视化工作,实现了对nba两场比赛的可视化数据分析,包括球员运动轨迹、个人数据、传球次数以及得分位置等多种可交互式图表。通过可视化方法,我们能够进一步深入分析球队的具体情况,便于制定更佳的战术。☆15Dec 19, 2022Updated 3 years ago
- Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics☆2,818Aug 23, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆230Jun 2, 2025Updated last year
- [ACL 2024] "Understanding and Patching Compositional Reasoning in LLMs"☆14Aug 8, 2026Updated 2 months ago
- Code for the preprint "Cache Me If You Can: How Many KVs Do You Need for Effective Long-Context LMs?"☆48Jul 29, 2025Updated last year
- The implement of LLMTreeRec☆14Dec 9, 2024Updated last year
- [EMNLP 2025] Official implementation for paper "MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval"☆27Mar 17, 2026Updated 6 months ago
- An official PyTorch implementation of "Certifiably Robust Graph Contrastive Learning" (NeurIPS 2023)☆11Jan 22, 2024Updated 2 years ago
- Reproducible and flexible LLM evaluations for scientific reasoning.☆32Jul 23, 2025Updated last year
- Source code of paper: Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning☆45Jun 24, 2025Updated last year
- Chart-R1: Chain-of-Thought Supervision and Reinforcement for Advanced Chart Reasoner☆24Aug 7, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [EMNLP'25] s3 - ⚡ Efficient & Effective Search Agent Training via RL for RAG (RLVR for Search with Minimal Data)☆850Nov 5, 2025Updated 11 months ago
- Code repo for the paper published at EMNLP 2025: FaStfact: Faster, Stronger Long-Form Factuality Evaluations in LLMs.☆34Nov 5, 2025Updated 11 months ago
- ☆19Oct 14, 2024Updated last year
- a within-document event coreference resolution system, trained and evaluated on the KBP corpus.☆10May 15, 2023Updated 3 years ago
- AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence☆11Mar 2, 2025Updated last year
- Code for our EMNLP-2023 paper: "Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks"☆26Nov 16, 2023Updated 2 years ago
- The official repository of "A Comprehensive Survey on Reinforcement Learning-based Agentic Search: Foundations, Roles, Optimizations, Eva…☆293Jul 30, 2026Updated 2 months ago