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Aykut Koç Lab's Projects

contextlegalbias icon contextlegalbias

Official repository for "Measuring and Mitigating Gender Bias in Legal Contextualized Language Models".

d-w2gm icon d-w2gm

The d-w2gm models are introduced in our paper "Dynamic Gaussian Word Embeddings". Our codes will be uploaded after our paper has got accepted from the journal.

frfnet icon frfnet

The repository of the Fractional Fourier Transform Meets Transformer Encoder paper in IEEE Signal Processing Letters

frftimeseries icon frftimeseries

The repository of the paper Fractional Fourier Transform in Time Series submitted to IEEE Signal Processing Letters.

gfrft-unified icon gfrft-unified

The codebase for the Graph Fractional Fourier Transform: A Unified Theory.

grte icon grte

Graph Receptive Transformer Encoder

jfrt-optimal icon jfrt-optimal

Implementation of Wiener Filtering in Joint Time-Vertex Fractional Fourier Transform Domains Experiments

law-turk icon law-turk

Predicting Decisions of Turkish Higher Courts

legalbias icon legalbias

This repository contains the required codes for reproducing the results in "Gender Bias in Legal Texts and Debiasing It" which is published in Natural Language Engineering journal.

lex-simple icon lex-simple

Repo for the paper Unsupervised Simplification of Legal Texts

mrd2skb icon mrd2skb

Machine Readable Dictionary to Sememe Knowledge Base

mtsit icon mtsit

Codes for: "Multivariate Time Series Imputation with Transformers"

texting icon texting

[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"

trainablefrft icon trainablefrft

Source code for the experiments of Trainable Fractional Fourier Transform paper submitted to IEEE Signal Processing Letters.

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

vispool icon vispool

Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks

w2gm-zipfian icon w2gm-zipfian

Zipfian Regularities in “Non-point” Word Representations

yargitay_retrieval_dataset icon yargitay_retrieval_dataset

In this repo, we provide information for the legal cases included in the "retrieval dataset" of the paper "Prior Case Retrieval for the Court of Cassation of Turkey"."

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