Pinned Repositories
cumulative-reasoning
Official implementation of paper "Cumulative Reasoning With Large Language Models" (https://arxiv.org/abs/2308.04371)
IterativeQuestionComposing
Official implementation of DPFM @ ICLR 2024 paper "Augmenting Math Word Problems via Iterative Question Composing"(https://arxiv.org/abs/2401.09003)
meta-prompting
Official implementation of paper "Meta Prompting for AI Systems" (https://arxiv.org/abs/2311.11482)
AutoMathText
Official implementation of DPFM @ ICLR 2024 paper "Autonomous Data Selection with Language Models for Mathematical Texts" (Huggingface Daily Papers: https://huggingface.co/papers/2402.07625)
ICS
All 8 Labs of Course: Introduction to Computer Systems with textbook CSAPP
Kernel-InfoNCE
Official implementation of ICLR 2024 paper "Contrastive Learning Is Spectral Clustering On Similarity Graph" (https://arxiv.org/abs/2303.15103)
M-MAE
Official implementation of Matrix Variational Masked Autoencoder (M-MAE) for ICML paper "Information Flow in Self-Supervised Learning" (https://arxiv.org/abs/2309.17281)
Matrix-SSL
Official implementation of ICML 2024 paper "Matrix Information Theory for Self-supervised Learning" (https://arxiv.org/abs/2305.17326)
RelationMatch
Official implementation of paper "RelationMatch: Matching In-batch Relationships for Semi-supervised Learning" (https://arxiv.org/abs/2305.10397)
syntax-semantics
TemplateMath: Syntactic Data Generation for Mathematical Problems
yifanzhang-pro's Repositories
yifanzhang-pro/AutoMathText
Official implementation of DPFM @ ICLR 2024 paper "Autonomous Data Selection with Language Models for Mathematical Texts" (Huggingface Daily Papers: https://huggingface.co/papers/2402.07625)
yifanzhang-pro/Matrix-SSL
Official implementation of ICML 2024 paper "Matrix Information Theory for Self-supervised Learning" (https://arxiv.org/abs/2305.17326)
yifanzhang-pro/Kernel-InfoNCE
Official implementation of ICLR 2024 paper "Contrastive Learning Is Spectral Clustering On Similarity Graph" (https://arxiv.org/abs/2303.15103)
yifanzhang-pro/M-MAE
Official implementation of Matrix Variational Masked Autoencoder (M-MAE) for ICML paper "Information Flow in Self-Supervised Learning" (https://arxiv.org/abs/2309.17281)
yifanzhang-pro/ICS
All 8 Labs of Course: Introduction to Computer Systems with textbook CSAPP
yifanzhang-pro/RelationMatch
Official implementation of paper "RelationMatch: Matching In-batch Relationships for Semi-supervised Learning" (https://arxiv.org/abs/2305.10397)
yifanzhang-pro/syntax-semantics
TemplateMath: Syntactic Data Generation for Mathematical Problems
yifanzhang-pro/BlueMO
BlueMO: A comprehensive collection of challenging mathematical olympiad problems and solutions from the renowned 'Little Blue Book' (小蓝书) series, tailored for evaluating the reasoning capabilities of language models.
yifanzhang-pro/StackMathQA
StackMathQA: A Curated Collection of 2 Million Mathematical Questions and Answers Sourced from Stack Exchange
yifanzhang-pro/Chain-of-ThoughtsPapers
A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".
yifanzhang-pro/MathAnalysis
MathAnalysis: A Extensive Collection of Challenging Mathematical Analysis Problems
yifanzhang-pro/Matrix-LLM
Official Implementation of ICML 2024 paper 'Matrix Cross-Entropy for Large Language Models' (https://arxiv.org/abs/2305.17326)
yifanzhang-pro/WikipediaMath
WikipediaMath: A specialized dataset curated from Wikipedia, focusing on mathematical content for the advancement of language models
yifanzhang-pro/github-cheat-sheet
A list of cool features of Git and GitHub.
yifanzhang-pro/AutoLM
AutoLM: Language Modeling with Autonomous Supervision
yifanzhang-pro/rag_survey