XuZhao0 / Model-Selection-ReasoningLinks
Model Selection with Large Language Models for Reasoning (EMNLP2023 Findings)
☆29Updated last year
Alternatives and similar repositories for Model-Selection-Reasoning
Users that are interested in Model-Selection-Reasoning are comparing it to the libraries listed below
Sorting:
- ☆100Updated last year
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆129Updated last year
- ☆68Updated last year
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆170Updated 3 months ago
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆132Updated 2 years ago
- GenRM-CoT: Data release for verification rationales☆65Updated 10 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆60Updated 10 months ago
- Repository for Decomposed Prompting☆95Updated last year
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆56Updated last year
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"☆30Updated last year
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆69Updated 8 months ago
- [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…☆28Updated last year
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆62Updated last year
- ☆43Updated 5 months ago
- Collection of papers for scalable automated alignment.☆93Updated 10 months ago
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆49Updated 2 years ago
- Critique-out-Loud Reward Models☆70Updated 10 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆123Updated 11 months ago
- ☆51Updated 6 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆81Updated 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…☆116Updated last year
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆60Updated 2 years ago
- AbstainQA, ACL 2024☆28Updated 10 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆129Updated 5 months ago
- Official code for paper Understanding the Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation☆20Updated last year
- Data and Code for Program of Thoughts [TMLR 2023]☆285Updated last year
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆113Updated 8 months ago
- Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models☆107Updated last month
- Code for STaR: Bootstrapping Reasoning With Reasoning (NeurIPS 2022)☆209Updated 2 years ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆131Updated last year