cyberagentailab Goto Github PK

adaptive-mbr

Code of "Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding" 2024

adaptively-perturbed-md

adtec

The AdTEC dataset is designed to evaluate the quality of ad texts from multiple aspects, considering practical advertising operations.

annotation-efficient-po

Code of "Annotation-Efficient Preference Optimization for Language Model Alignment"

camera

camera3

CAMERA3: An Evaluation Dataset for Controllable Ad Text Generation in Japanese

canvas-vae

Implementation of CanvasVAE: Learning to Generate Vector Graphic Documents, ICCV 2021

cm-vqvae

Research code for the WACV2024 paper "Complementary-Contradictory Feature Regularization against Multimodal Overfitting"

cmaes

Python library for CMA Evolution Strategy.

condlora

Code for our paper "A Single Linear Layer Yields Task-Adapted Low-Rank Matrices"

cropping-design-constraints

codes for evaluating image cropping under design constraints

daycarecp

Code for "Stable Matchings in Practice: A Constraint Programming Approach"(Zhaohong, Sun et al., AAAI2024, Paper)

derendering-text

diverse-mbr

Code of "Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding" 2024

dte-ml-adjustment

Code for "Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction"

ebpmdb

証拠に基づく政策のための研究成果データベース

fairreciprocalrecommendation

This repository contains the algorithms and synthetic data generation codes used in the experimental section of the paper 'Fair Reciprocal Recommendation in Matching Markets' by Yoji Tomita and Tomohiko Yokoyama, RecSys2024.

filtered-dpo

Introducing Filtered Direct Preference Optimization (fDPO) that enhances language model alignment with human preferences by discarding lower-quality samples compared to those generated by the learning model

flex-dm

Towards Flexible Multi-modal Document Models [Inoue+, CVPR2023]

japanese-nli-model

This repository provides the code for Japanese NLI model, a fine-tuned masked language model.

layout-dm

LayoutDM: Discrete Diffusion Model for Controllable Layout Generation [Inoue+, CVPR2023]

lctg-bench

LCTG Bench: LLM Controlled Text Generation Benchmark

learning_games_with-memory_asymmetry

Codes for Memory Asymmetry Creates Heteroclinic Orbits to Nash Equilibrium in Learning in Zero-Sum Games

learning_games_with_memory

m2wu

mbr-anomaly

Code for "On the True Distribution Approximation of Minimum Bayes-Risk Decoding," NAACL 2024

mcts-capacity-expansion

minituna

A toy hyperparameter optimization framework intended for understanding Optuna's internal design.

model-based-mbr

Code of "Model-Based Minimum Bayes Risk Decoding for Text Generation" 2024

multipalette

Implementation of Color Recommendation for Vector Graphic Documents based on Multi-Palette Representation, WACV 2023