YuxiXie / SelfEval-Guided-Decoding
☆94Updated last year
Alternatives and similar repositories for SelfEval-Guided-Decoding:
Users that are interested in SelfEval-Guided-Decoding are comparing it to the libraries listed below
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆130Updated last year
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆55Updated 8 months ago
- Model Selection with Large Language Models for Reasoning (EMNLP2023 Findings)☆29Updated last year
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆58Updated 2 years ago
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"☆29Updated 9 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆54Updated 3 months ago
- ☆48Updated 11 months ago
- GenRM-CoT: Data release for verification rationales☆51Updated 5 months ago
- Directional Preference Alignment☆56Updated 6 months ago
- ☆65Updated 11 months ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆121Updated 8 months ago
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆79Updated 7 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆108Updated 8 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆72Updated 9 months ago
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆26Updated 6 months ago
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆98Updated 2 years ago
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆48Updated last year
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆118Updated 9 months ago
- Self-Alignment with Principle-Following Reward Models☆156Updated last year
- [ICLR 2024] COLLIE: Systematic Construction of Constrained Text Generation Tasks☆52Updated last year
- ☆44Updated 6 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- The code and data for the paper JiuZhang3.0☆42Updated 9 months ago
- [ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)☆48Updated last year
- ☆73Updated 10 months ago
- Code for RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs. ACL 2023.☆62Updated 3 months ago
- Do Large Language Models Know What They Don’t Know?☆92Updated 4 months ago
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆54Updated 11 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆119Updated 6 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆73Updated 2 months ago