lupantech / dl4math
Resources of deep learning for mathematical reasoning (DL4MATH).
☆352Updated last year
Alternatives and similar repositories for dl4math:
Users that are interested in dl4math are comparing it to the libraries listed below
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆559Updated last year
- ☆325Updated last month
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆119Updated 8 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆251Updated 6 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆191Updated 11 months ago
- Paper List for In-context Learning 🌷☆851Updated 5 months ago
- ☆147Updated 10 months ago
- Data and Code for ACL 2021 Paper "Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning"☆142Updated 2 weeks ago
- Papers and Datasets on Instruction Tuning and Following. ✨✨✨☆486Updated 11 months ago
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆316Updated last year
- Data and Code for Program of Thoughts (TMLR 2023)☆264Updated 10 months ago
- Code for STaR: Bootstrapping Reasoning With Reasoning (NeurIPS 2022)☆204Updated 2 years ago
- LLM hallucination paper list☆312Updated last year
- Code and data for "MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning" (ICLR 2024)☆364Updated 7 months ago
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆430Updated 2 months ago
- A large-scale, fine-grained, diverse preference dataset (and models).☆335Updated last year
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆513Updated 5 months ago
- AI for Mathematics (AI4Math) paper list☆152Updated 6 months ago
- A paper & resource list of large language models, including course, paper, demo, figures☆198Updated last year
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆334Updated 11 months ago
- Everything about AI4Math (AI for Mathematics).☆17Updated 10 months ago
- Prod Env☆410Updated last year
- The MATH Dataset (NeurIPS 2021)☆1,080Updated 7 months ago
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆766Updated last year
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆260Updated 8 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆424Updated 5 months ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆597Updated 2 months ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆357Updated 2 months ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆213Updated last week
- Official implementation of paper "Cumulative Reasoning With Large Language Models" (https://arxiv.org/abs/2308.04371)☆291Updated 6 months ago