lupantech / PromptPG
Data and code for the ICLR 2023 paper "Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning".
☆150Updated last year
Alternatives and similar repositories for PromptPG:
Users that are interested in PromptPG are comparing it to the libraries listed below
- Paper collections of methods that using language to interact with environment, including interact with real world, simulated world or WWW…☆125Updated last year
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆129Updated last year
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆51Updated 8 months ago
- Reasoning with Language Model is Planning with World Model☆157Updated last year
- ☆172Updated 6 months ago
- Code for reproducing the ACL'23 paper: Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments☆73Updated last year
- ☆93Updated last year
- ☆160Updated last year
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆116Updated 3 months ago
- Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment☆66Updated last year
- Simple next-token-prediction for RLHF☆222Updated last year
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆112Updated 8 months ago
- Code for ACL2023 paper: Pre-Training to Learn in Context☆108Updated 6 months ago
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆97Updated last year
- Implementation of the paper: "Answering Questions by Meta-Reasoning over Multiple Chains of Thought"☆93Updated last year
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆115Updated 5 months ago
- About The corresponding code from our paper " REFINER: Reasoning Feedback on Intermediate Representations" (EACL 2024). Do not hesitate t…☆70Updated 11 months ago
- Code for RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs. ACL 2023.☆63Updated 2 months ago
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆48Updated last year
- GenRM-CoT: Data release for verification rationales☆46Updated 3 months ago
- Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging☆99Updated last year
- [ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"☆107Updated last year
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆101Updated last year
- ☆111Updated 7 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆52Updated 3 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆127Updated 10 months ago
- Inspecting and Editing Knowledge Representations in Language Models☆112Updated last year
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆130Updated 4 months ago
- Released code for our ICLR23 paper.☆63Updated last year
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆120Updated 3 months ago