Alternatives and similar repositories for Self-MAP

Users that are interested in Self-MAP are comparing it to the libraries listed below

• Junjie-Ye / ToolEyes
  [COLING 2025] ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios
  ☆73Updated 8 months ago
• WeiminXiong / IPR
  Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)
  ☆65Updated last year
• Reason-Wang / NAT
  [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…
  ☆28Updated last year
• HowieHwong / MetaTool
  [ICLR 2024] MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
  ☆107Updated last year
• JoeYing1019 / UltraTool
  [ACL2024] Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios
  ☆68Updated 6 months ago
• Yifan-Song793 / ETO
  Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)
  ☆159Updated last year
• lifan-yuan / CRAFT
  Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"
  ☆60Updated last year
• RUCAIBox / SimpleDeepSearcher
  SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis
  ☆118Updated 8 months ago
• pldlgb / nuggets
  ☆87Updated 2 years ago
• zjunlp / TRICE
  [NAACL 2024] Making Language Models Better Tool Learners with Execution Feedback
  ☆43Updated last year
• xufangzhi / ENVISIONS
  [ACL 2025] A Neural-Symbolic Self-Training Framework
  ☆117Updated 8 months ago
• THUNLP-MT / SKR
  Self-Knowledge Guided Retrieval Augmentation for Large Language Models (EMNLP Findings 2023)
  ☆28Updated 2 years ago
• SparkJiao / dpo-trajectory-reasoning
  [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".
  ☆83Updated last year
• Di-viner / LLM-Robustness-to-Irrelevant-Information
  [COLM'24] "How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?"
  ☆22Updated last year
• yuyq18 / StepTool
  ☆32Updated 8 months ago
• open-compass / GTA
  [NeurIPS 2024 D&B Track] GTA: A Benchmark for General Tool Agents
  ☆133Updated 10 months ago
• princeton-nlp / LLMBar
  [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following
  ☆136Updated last year
• shizhediao / R-Tuning
  [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…
  ☆129Updated last year
• qiancheng0 / CREATOR
  This is the repository for paper "CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models"
  ☆29Updated 2 years ago
• hrwise-nlp / ToolsMeetLLMs
  ☆31Updated 9 months ago
• Cyril-JZ / InteR
  The official implementation of ACL'24 paper: Synergistic Interplay between Search and Large Language Models for Information Retrieval.
  ☆36Updated last year
• IBM / API-BLEND
  Companion code to https://arxiv.org/abs/2402.15491
  ☆21Updated 4 months ago
• halfrot / ALaRM
  [ACL 2024] Code for the paper "ALaRM: Align Language Models via Hierarchical Rewards Modeling"
  ☆25Updated last year
• xingyaoww / mint-bench
  Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…
  ☆132Updated last year
• HowieHwong / DataGen
  [ICLR'25] DataGen: Unified Synthetic Dataset Generation via Large Language Models
  ☆65Updated 11 months ago
• LeapLabTHU / ExpeL
  ☆203Updated last year
• ZitongYang / Synthetic_Continued_Pretraining
  Code implementation of synthetic continued pretraining
  ☆148Updated last year
• WeiminXiong / MPO
  MPO: Boosting LLM Agents with Meta Plan Optimization (EMNLP 2025 Findings)
  ☆74Updated 5 months ago
• starrYYxuan / LeCo
  This the implementation of LeCo
  ☆31Updated last year
• TianHongZXY / CoRe
  [ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)
  ☆50Updated 2 years ago