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