lupantech / dl4mathLinks
Resources of deep learning for mathematical reasoning (DL4MATH).
โ370Updated 2 years ago
Alternatives and similar repositories for dl4math
Users that are interested in dl4math are comparing it to the libraries listed below
Sorting:
- Paper List for In-context Learning ๐ทโ874Updated last year
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.โ566Updated 2 years ago
- Data and Code for ACL 2021 Paper "Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning"โ172Updated 10 months ago
- โ341Updated 8 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Modelsโ269Updated last year
- Prod Envโ439Updated 2 years ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied witโฆโ150Updated last year
- โ167Updated last year
- The MATH Dataset (NeurIPS 2021)โ1,298Updated 5 months ago
- Papers and Datasets on Instruction Tuning and Following. โจโจโจโ507Updated last year
- NAACL 2021: Are NLP Models really able to Solve Simple Math Word Problems?โ139Updated 3 years ago
- Code and data for "MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning" [ICLR 2024]โ383Updated last year
- Code for the paper LEGO-Prover: Neural Theorem Proving with Growing Librariesโ67Updated last year
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.โ565Updated last year
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. ๐งฎโจโ273Updated last year
- A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or lโฆโ285Updated 2 years ago
- An Extensible Continual Learning Framework Focused on Language Models (LMs)โ294Updated 2 years ago
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).โ767Updated 2 years ago
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasetsโ350Updated 2 years ago
- Data and Code for Program of Thoughts [TMLR 2023]โ303Updated last year
- [MathCoder, MathCoder-VL] Family of LLMs/LMMs for mathematical reasoning.โ339Updated 3 months ago
- [TMLR] Cumulative Reasoning With Large Language Models (https://arxiv.org/abs/2308.04371)โ308Updated 6 months ago
- MWPToolkit is an open-source framework for math word problem(MWP) solvers.โ165Updated 3 years ago
- A large-scale, fine-grained, diverse preference dataset (and models).โ361Updated 2 years ago
- A paper & resource list of large language models, including course, paper, demo, figuresโ201Updated 2 years ago
- Code for STaR: Bootstrapping Reasoning With Reasoning (NeurIPS 2022)โ220Updated 2 years ago
- A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.โ386Updated 2 years ago
- Paper List for a new paradigm of NLP: Interactive NLP (https://arxiv.org/abs/2305.13246)โ216Updated 2 years ago
- Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Themโ546Updated last year
- APPS: Automated Programming Progress Standard (NeurIPS 2021)โ501Updated last year