Ryo Kamoi's Projects
TensorFlow implementation of "Convolutional Neural Networks for Sentence Classification"
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
TensorFlow implementation of "Improved Variational Autoencoders for Text Modeling using Dilated Convolutions"
This project includes functions that makes I/O in Python easier.
TensorFlow implementation of "A Hybrid Convolutional Variational Autoencoder for Text Generation"
Implementation of implicit curve approximation methods
A Python library that draws Latex tables.
This repository includes an unofficial wrapper for LLMs, such as OpenAI API and HuggingFace models, mainly for caching LLM responses to avoid duplicate inference with the identical prompts.
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering
TensorFlow implementation of "Generating Sentences from a Continuous Space"
PFN Intern 2019 Coding Task for Machine Learning / Mathematics Fields (didn't get hired)
Implementation of voice conversion system utilizing phonetic posteriorgrams (status: archive)
This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.
Human Generated Questions in ''Shortcomings of Question Answering Based Factuality Frameworks for Error Localization'' (EACL2023)
Implementation of Stochastic Gradient Langevin Dynamics
Test code for pytorch_influence_functions
Voice analysis application with GMM
This repository contains the dataset and code for "WiCE: Real-World Entailment for Claims in Wikipedia" in EMNLP 2023.