michiyasunaga
Computer Science PhD @ Stanford. Large language models and multimodal models.
Stanford University
Pinned Repositories
BIFI
[ICML 2021] Break-It-Fix-It: Unsupervised Learning for Program Repair
dragon
[NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining
DrRepair
[ICML 2020] DrRepair: Learning to Repair Programs from Error Messages
LinkBERT
[ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links
LM-Critic
[EMNLP 2021] LM-Critic: Language Models for Unsupervised Grammatical Error Correction
nlp_bibs
pos_adv
[NAACL 2018] Robust Sequence Labeling with Adversarial Training
qagnn
[NAACL 2021] QAGNN: Question Answering using Language Models and Knowledge Graphs 🤖
robustqa
squad
michiyasunaga's Repositories
michiyasunaga/qagnn
[NAACL 2021] QAGNN: Question Answering using Language Models and Knowledge Graphs 🤖
michiyasunaga/LinkBERT
[ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links
michiyasunaga/dragon
[NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining
michiyasunaga/DrRepair
[ICML 2020] DrRepair: Learning to Repair Programs from Error Messages
michiyasunaga/LM-Critic
[EMNLP 2021] LM-Critic: Language Models for Unsupervised Grammatical Error Correction
michiyasunaga/BIFI
[ICML 2021] Break-It-Fix-It: Unsupervised Learning for Program Repair
michiyasunaga/pos_adv
[NAACL 2018] Robust Sequence Labeling with Adversarial Training
michiyasunaga/nlp_bibs
michiyasunaga/robustqa
michiyasunaga/squad
michiyasunaga/GreaseLM
GreaseLM: Graph REASoning Enhanced Language Models
michiyasunaga/Megatron-LM
michiyasunaga/Parser-v1
michiyasunaga/sail-blog
The SAIL blog
michiyasunaga/apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
michiyasunaga/metaseq
Repo for external large-scale work
michiyasunaga/mistral
Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging Face 🤗 Transformers.
michiyasunaga/NeuroNLP2
Deep neural models for core NLP tasks (Pytorch version)
michiyasunaga/refdb
Stores paper references, outputs to bib/html, does basic sanity checking on bib entries
michiyasunaga/rpi_integration
michiyasunaga/syntaxSQL
SyntaxSQLNet: Syntax Tree Networks for Complex and Cross Domain Text-to-SQL Task
michiyasunaga/wilds
A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.