KazutoshiShinoda

SiameseCBOW

Implementation of Siamese CBOW using keras whose backend is tensorflow.

NANHM-for-GEC

ShortcutLearnability

The official implementation of "Which Shortcut Solution Do Question Answering Models Prefer to Learn?" (AAAI-23)

VQAG

The official codes and data of our ACL-IJCNLP 2021 SRW paper: "Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation"

PhDThesis

Debiasing Reading Comprehension Models Towards Out-of-Distribution Generalization (Shinoda, 2023)

slides

Structured-Self-Attentive-Sentence-Embedding

Implementation of "A STRUCTURED SELF-ATTENTIVE SENTENCE EMBEDDING" with PyTorch

bin

executable files for setting up a new server

Synonym-Replacement

The data for our MRQA 2021 paper: "Can Question Generation Debias Question Answering Models? A Case Study on Question-Context Lexical Overlap"

FIFA-Pokemon

gensim

Topic Modelling for Humans

Haiku

jekyll-scholar

jekyll extensions for the blogging scholar

KazutoshiShinoda.github.io

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

llama

Inference code for LLaMA models

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

metaseq

Repo for external large-scale work

minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

MRQA-Shared-Task-2019

Resources for the MRQA 2019 Shared Task

my_utils

python utility functions for myself

OpenNMT-kpg-release

Keyphrase Generation

pynder

:fire: Python client for tinder api

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

RelativePositionBias

SeqGAN

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

SeqGAN-PyTorch

A implementation of SeqGAN in PyTorch, following the implementation in tensorflow.

TextNromarization

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

Tutorial-CV

Zeroshot-QuestionGeneration

Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types